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---
linkTitle: 08-15-Daily
title: 08-15-Daily AI News Daily
weight: 17
breadcrumbs: false
comments: true
description: Visual Studio Copilot Chat got a massive brain upgrade, ditching the
old BM25 keyword matching for smart remote semantic search tech 🚀. This means it
truly g.
---
## AI Daily Digest 2025/8/15
> `AI News` | `Daily Morning Read` | `All-Net Data Aggregation` | `Frontier Science Exploration` | `Industry Free Voice` | `Open Source Innovation Power` | `AI and Human Future` | [Access Web Version↗](https://ai.hubtoday.app/)
### **Today's Summary**
```
Visual Studio Copilot has upgraded to semantic search, and Google Gemini is now deeply integrated into VS Code.
Kimi is set to launch a PPT generation feature, while the new nano-banana model excels in image editing.
UnMarker, an open-source tool, can remove AI watermarks, sparking thoughts on tech offense and defense.
ByteDance and Tencent have open-sourced an Agent model and an interactive game video generation framework, respectively, giving back to the community.
The academic community has proposed the first paper-to-video agent system, continuously expanding AI application scenarios with innovation.
```
### Product & Feature Updates
1. Visual Studio Copilot Chat got a massive brain upgrade, ditching the old **BM25** keyword matching for smart **remote semantic search** tech 🚀. This means it truly gets what you're trying to do. If you search "get user credentials," it'll find a function named "RetrieveOAuthCredential" instead of just dumbly matching words. This leap makes code search crazy accurate and efficient. Devs can spend less time "treasure hunting" and more time building awesome stuff. Wanna dive deep? [Click here to check out this in-depth (AI News) report](https://devblogs.microsoft.com/visualstudio/improving-codebase-awareness-in-visual-studio-chat/).<br/>![AI News: BM25 vs. Semantic Search Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgfhzewvt0trfmefa75n4.avif)![AI News: New Search Results are More Precise](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpghf0frf8scz48t6q5cqm.avif)<br/>
2. Kimi, Moonshot AI's gem, is about to drop its global PPT generation feature, powered by the mighty **K2 model**! Get ready for a productivity revolution, folks 🎉! This **MoE (Mixture of Experts) model**, boasting trillions of parameters, has been slaying it in code, math, and Agent tasks, and it's set to elevate PPT creation to new heights. Say goodbye to all-nighters tweaking formats and content; the future of smart office is waving at us. For more deets, check out [this cutting-edge (AI News) report](https://www.aibase.com/zh/news/20509).<br/>![AI News: Kimi's Upcoming PPT Feature](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgkhyf6vb3n0tyt3qy707.avif)<br/>
3. Nano-banana, a mysterious model, just popped up on the lmarena platform and is already blowing minds with its "insanely good" image editing results 🔥! Early users are raving that it outperforms the highly acclaimed **FLUX Kontext** in three core areas: **character restoration**, **scene reconstruction**, and **image fusion**. This dark horse is signaling a new era of powerful creative tools for graphic design, film post-production, and beyond. Go [experience this new (AI News) product](https://lmarena.ai/?chat-modality=image) yourself! ![AI News: Image Fusion Effect Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgpr8e08r7s4gcda05yge.avif)<br/>
4. Google's **Gemini CLI** tool is now officially super integrated with VS Code, giving devs a seamless, smart coding experience 💡. You can now get context-aware, intelligent suggestions directly from Gemini right inside your editor and easily review and apply changes with the native **diff feature**. This integration seriously streamlines the dev workflow, making coding way smoother and more efficient. For all the deets, check out [this official (AI News) announcement](https://developers.googleblog.com/en/gemini-cli-vs-code-integration).
5. Tongyi Qianwen's new image editing feature, **Qwen Image Edit**, is still cooking, but the official team couldn't resist dropping a "spoiler" with a cute capybara test image (o´ω'o)ノ! This Qwen capybara, covered in all sorts of stickers, perfectly showcases the new tool's creative potential, making us hyped for its future photo editing and creation capabilities. Looks like content creators are getting a new toy soon, so let's all anticipate [the release of this (AI News) tool](https://x.com/Alibaba_Qwen/status/1955656822532329626)!<br/>![AI News: Qwen Image Edit Feature Preview](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mph3etfdhagdf3n6pxpgh8.avif)<br/>
### Cutting-Edge Research
1. ViewDelta, a new [research (AI News)](https://arxiv.org/abs/2412.07612), has dropped a brilliant solution to the headache traditional scene change detection methods face with their ambiguous "relevant change" definitions 💡. Researchers introduced a **text-conditioned framework** that lets users define exactly what changes to detect using natural language prompts, like "only changes in buildings" or "ignore vegetation growth." This method not only solves the inconsistent dataset labeling problem but also trains a general model adaptable to various scenarios—talk about hitting the bullseye every time 🎉!
2. Preacher, a new [research (AI News)](https://arxiv.org/abs/2508.09632), is here to completely solve the problem of turning a dry academic paper into a lively, engaging video summary 🤔! This system acts like a pro "preacher," first breaking down and distilling the paper's core ideas top-down, then generating diverse video segments bottom-up and compiling them into a coherent video abstract. Thanks to its innovative **Progressive Chain of Thought (P-CoT)** technique, it has successfully overcome the limitations of current video generation models, making knowledge dissemination more intuitive and efficient than ever.
3. CopilotLens, a new [research (AI News)](https://arxiv.org/abs/2506.20062), is working to crack open the "black box" of AI coding assistants, which often leave developers feeling uncertain about their code suggestions. Researchers designed a novel **interactive explanation framework** that acts like a "lens," visualizing the AI assistant's "thought process" and clearly showing the source and logic behind its code suggestions. This framework aims to help developers better understand and trust AI's recommendations, moving from "blind acceptance" to "critical collaboration," making human-AI collaborative programming more transparent and reliable 🧐.
### Industry Outlook & Social Impact
1. UnMarker, an open-source tool, is shattering the "moat" of AI image watermarks, wiping out nearly all invisible watermarks on the market in just 5 minutes with a consumer-grade GPU even Google's **SynthID** isn't safe 🔥! It doesn't crack the watermark algorithm; instead, it directly messes with the image's **spectral characteristics**, essentially pulling the rug out from under the watermark to render it useless. This game-changing discovery comes from [this cutting-edge (AI News) report](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247818143&idx=4&sn=717f97313d946c76e76de8d48221a16b). This undoubtedly poses a huge challenge to efforts relying on watermarking for content traceability and combating fake info, sparking some deep thoughts about tech offense and defense 🤔. ![AI News: Spectral Magnitude is the Carrier for Embedded Watermarks](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphj6jf68smkhh0hdg59a5.avif)<br/>
2. DreamAI, a concept introduced in a thought-provoking [Reddit (AI News) post](https://www.reddit.com/r/artificial/comments/1mpay4b/dreamai_merging_genie_3_and_braintotext_to_turn/), makes creating and exploring virtual worlds directly with your thoughts no longer just sci-fi material 🧠. This idea combines Google's **Genie 3** (real-time text-to-3D world generation) with **brain-computer interfaces** (thought-to-text) to let users instantly generate and change VR environments with their minds. This won't just unlock new interaction dimensions for people with disabilities; it could totally revolutionize how we create, entertain, and even explore our own imaginations. The future is here 🎉!
### Open Source TOP Projects
1. ByteDance just dropped a major new player for the open-source community: the **M3-Agent-Control** model, built specifically for Agents and trained on the powerful **Qwen3-32B**, boasting a whopping 32.8 billion parameters (o´ω'o)ノ! This project aims to be the core engine driving the next generation of intelligent agents, accelerating AI Agent tech innovation and adoption through open sharing. ByteDance is inviting developers worldwide to explore the limitless potential of intelligent agents. If you're curious, quickly go [check out this (AI News) project on Hugging Face](https://huggingface.co/ByteDance-Seed/M3-Agent-Control)!<br/>![AI News: M3-Agent-Control Model Architecture Diagram](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphp5vfqmtqwn3cf7fc6ty.avif)<br/>
2. Tencent Hunyuan Team's open-source project, **Hunyuan-GameCraft** (⭐1k+), makes it possible to turn a static image into a playable AAA-level game blockbuster, thanks to its innovative **highly dynamic interactive game video generation framework** 🎮! This project lets users generate smooth game videos with free camera movement in real-time using just one image, a few lines of text, and simple action commands, drastically lowering the barrier and cost for game content production. It's not just a godsend for game developers; it also opens up a whole new world for video creators. Go [explore this hot (AI News) project on GitHub](https://github.com/Tencent-Hunyuan/Hunyuan-GameCraft-1.0)!<br/>![AI News: Hunyuan-GameCraft Generated Game Footage](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphvexe3htt552nfyxje2z.avif)<br/>
3. Pathway, a project that's already bagged ⭐31.1k stars on GitHub, is a powerful Python ETL framework built specifically for stream processing, real-time analytics, and RAG 🚀. Still stressing over real-time data processing and complex LLM application pipelines? You gotta check this out! This tool makes building efficient, scalable data pipelines incredibly simple. Whether you're dealing with real-time event streams or setting up intricate AI applications, it handles everything like a champ. If you wanna level up your data processing game, why not start with [this super cool (AI News) project](https://github.com/pathwaycom/pathway)?
4. Netflix's open-source project, **Conductor** (⭐25.4k), is an event-driven orchestration platform born to be that stable, reliable "conductor" for complex applications and microservices 🎶. It provides a persistent and highly resilient execution engine for your apps, ensuring workflows run flawlessly in all scenarios. If you're on the hunt for a solution that can master complex business processes, then [this powerful (AI News) orchestration tool](https://github.com/conductor-oss/conductor) is absolutely worth a deep dive.
5. Ai-toolkit (⭐5.7k) project has got your back, offering a one-stop ultimate training toolkit that makes fine-tuning your diffusion models as easy as pie 🔥. Want to fine-tune your own diffusion model but intimidated by complicated training processes? Don't sweat it! This wildly popular toolset on GitHub encapsulates all the tricky training details, letting you focus purely on bringing your model ideas to life. Go [check out this (AI News) project that will ignite your creativity](https://github.com/ostris/ai-toolkit)!
6. COLMAP (⭐9.2k) project offers a complete and powerful toolchain for **Structure from Motion (SfM)** and **Multi-View Stereo (MVS)**, covering everything from 3D reconstruction to scene understanding 📸. It can accurately reconstruct realistic 3D models and scenes from a series of 2D images, making it an essential weapon for computer vision researchers and engineers. If you're curious about 3D vision tech, then [this hardcore (AI News) open-source project](https://github.com/colmap/colmap) is an absolute must-see.
7. YTSage (⭐1.4k) project is here to refresh your YouTube downloading game, bringing a breath of fresh air with its modern, sleek PySide6-built interface that offers an awesome experience (o´ω'o)ノ! Sick of bloated, outdated YouTube downloaders? This tool, based on the reliable yt-dlp, not only supports downloading videos in any quality and extracting audio but also integrates thoughtful features like subtitle retrieval and ad blocking (SponsorBlock). If you want an elegant yet powerful video downloading experience, hurry up and give [this practical (AI News) tool](https://github.com/oop7/YTSage) a try!
### Social Media Shares
1. Alibaba Tongyi Qianwen's **Qwen-3-235B-A22B-Instruct** model just clinched the top spot on the August open model leaderboard, once again proving its peak prowess 🎉! The battle of the titans in the open-source large model arena is heating up. Meanwhile, Zhipu's **GLM-4.5** and OpenAI's **gpt-oss-120b** also made a grand entry into the top ten, putting on an epic show of "immortal combat." This clash of technological giants is pushing the entire industry forward at warp speed. Go [check out the latest (AI News) leaderboard](https://x.com/Alibaba_Qwen/status/1955778311906582550)!<br/>![AI News: August Open Model Leaderboard](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphyf2em7r9t87x92bhwfq.avif)<br/>
2. MuleRun, an Agent product from overseas, is currently making waves with its unique concept and jaw-dropping results: it provides a full virtual machine for each user to run their Agents, instantly exploding the imagination 🚀! This means AI Agents aren't just stuck in browsers or the Office suite anymore; they can automatically play games, model in Blender, truly enabling cross-software automation. This community-driven model of packaging professional tasks into callable Agents might just be pointing towards a brand new evolutionary direction for Agent products. Go [check out this super futuristic (AI News) share](https://x.com/op7418/status/1955934836189000088)!<br/><video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mps88nf5crn7aqbqjt4p84.mp4" controls="controls" width="100%"></video><br/>
3. ChatGPT Team and Enterprise editions' usage limits got you scratching your head? The official team finally dropped a detailed FAQ, clearly outlining the specific usage counts for models like **GPT-5** and **GPT-4o**, with [this (AI News) post](https://x.com/dotey/status/1955769094742868287) giving a clear summary 🧐. For instance, Team edition users can make 200 GPT-5 reasoning requests daily, while Enterprise users get 200 weekly. This info is super critical for power users to plan their strategies. What's cool is that the official statement says current GPT-5 limits are temporary and might get looser in the future, which is something to look forward to!
4. Perplexity's AI browser **Comet** offers a new trick: tired of manually refreshing X (Twitter) to keep up with the latest from overseas AI bigwigs? A netizen shared a cool new way to use prompts to have AI automatically "scroll X" for you and translate/summarize key info 🔥. This "AI helping you get AI news" inception-like operation is not only super efficient but also tons of fun, perfectly showcasing the massive potential of AI Agents in information retrieval. If you want to free up your hands, why not learn [this fun (AI News) trick](https://x.com/vista8/status/1955937457138229372)?<br/>![AI News: Using Comet to Browse Overseas Information](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpseqpf8rvbb1ngjvhqk8c.avif)![AI News: AI Automatic Translation Summary](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpskyzfnc9ev8qt32jtes9.avif)<br/>
5. Claude Opus 4.1's "OCD" is no joke! A developer shared his mind-blowing experience: the model iterated **39 whole versions** just to write one paginated HTML, showing an absolutely insane dedication to perfection 🤯. This case vividly demonstrates top-tier large models' obsession with code perfection and gives us a glimpse into AI's immense potential for meticulous work. To get a sneak peek, [click this amazing (AI News) share](https://x.com/huangyun_122/status/1955969003920482444).<br/>![AI News: Claude Opus 4.1's 39 HTML Versions](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpsr03eyjaa4574gqryvc7.avif)<br/>
6. A netizen shared a killer trick for getting models to master professional knowledge: maybe you're just not "training" AI correctly if you're still complaining it's dumb 💡. The secret? Use AI to break down professional books, extract methodologies, then feed them to an Agent via **few-shot examples**. This process is like AI "apprenticing," allowing it not only to imitate but also to understand and practice, thereby fooling 60% of people. This idea offers valuable insights for building more professional AI Agents. Go learn [this practical (AI News) tip](https://x.com/Yangyixxxx/status/1955785188698636565)!
7. A simple but absolutely crucial tip for communicating with large models is to focus on "what to do" rather than "what not to do," as highlighted by [this (AI News) share](https://x.com/dotey/status/1955705574617673999) 🤔. Negative instructions (like "don't write run-on sentences") often distract the model, making it more prone to errors, while positive instructions (like "please check grammar sentence by sentence") guide it more clearly toward the desired outcome. This tiny shift, just like communicating with humans, can hugely boost the efficiency and quality of your AI collaboration.
8. A netizen dropped a point that's both profound and slightly chilling: Have you ever considered that future AI might know you better than you know yourself 😨? AI can remember countless details long forgotten by humans, and it could "roast" you with your chat history from years ago sounds pretty terrifying, right? This thought reminds us that while embracing the convenience AI brings, we must also confront the privacy and social implications of its powerful memory and analytical capabilities. For more intriguing insights, check out [this thought-provoking (AI News) post](https://x.com/Yangyixxxx/status/1955957035134280189).<br/>![AI News: AI vs. Human Memory Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpstwve358mn73z6t6vswn.avif)<br/>
---
## **AI Product Spotlight: [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API)**
AIClient-2-API is your ultimate solution if you're sick of jumping between AI models and getting bogged down by annoying API rate limits 🎉! It's not just a regular API proxy; it's a magic box that can "turn lead into gold," transforming tools like Gemini CLI and Kiro client into powerful OpenAI-compatible APIs.
The core charm of this project lies in its "reverse thinking" and powerful features:
**Client-to-API Transformation Unlocks New Possibilities**: We've cleverly leveraged Gemini CLI's OAuth login to let you easily **break through official free API rate and quota limits**. Even more exciting, by encapsulating Kiro client interfaces, we've successfully **"cracked" its API, allowing you to call the powerful Claude model smoothly for free**! This offers you an **"economical and practical solution for programming development using free Claude API plus Claude Code."**
🔧 **System Prompt Management is Totally in Your Control**: Want AI to listen better? We've got powerful System Prompt management features. You can easily **extract, overwrite, or append** system prompts in any request, fine-tuning AI's behavior on the server side without even touching your client code.
💡 **Top-Tier Experience at a Commoner's Cost**: Imagine this: **using Kiro code assistant in your editor, paired with Cursor's efficient prompts, then hooking it up with any top-tier large model—why even bother with Cursor when you've got this?** This project lets you combine tools to get a dev experience comparable to paid ones, all at an incredibly low cost. Plus, it supports MCP protocol and multimodal inputs like images and documents, so your creativity knows no bounds.
Say goodbye to tedious configurations and hefty bills, and embrace this new AI development paradigm that's free, powerful, and flexible all in one!
---
## **AI News Daily Audio Version**
| 🎙️ **Xiaoyuzhou FM** | 📹 **Douyin** |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Little Pub](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
## **AI Sci-Fi Novel - "The Gazers"**
### **Chapter 13: The Gazers' Destiny**
**Time: Eight Years After the Pandora Incident**
Lin Yao watched the autumn rain gently tap against the huge glass dome of her research center. Below the dome, a climate-controlled indoor ecological garden mimicked a tropical rainforest. As she paused her wheelchair, she quietly observed the rainwater gathering into streams on the glass, winding its way down. This natural, complex, and unpredictable pattern always soothed her turbulent thoughts. The "Echoes of the Abyss" incident was a year behind them. The "Star Capsule" craze had faded, and the world seemed to have returned to normal. Lin Yao's proposed education reform suggestions, like a pebble dropped into a deep pond, had stirred ripples, but shaking the bedrock of the entire education system remained a long and arduous journey.
Life, for Lin Yao, seemed to have settled into a quiet rhythm. Researching, advocating, and safeguarding the "Gazers" that was her daily routine. Until the letter arrived.
The letter was handwritten, sent from a psychiatric asylum in a remote mountainous area. The handwriting, sometimes neat and graceful, sometimes wild and scrawled, seemed to belong to two entirely different people. The signature was a name Lin Yao found both familiar and strange: Lin Mo. It was her father's name.
Lin Yao's father, once one of the nation's top theoretical physicists, always appeared as a silent, distant figure in her childhood memories. Unlike other fathers, he didn't take her to parks or tell her fairy tales. He'd just sit at his desk, using symbols she couldn't understand to build models of the universe on reams of manuscript paper. Occasionally, he'd point to the starry sky and, almost in a trance, tell her young self about black holes, gravitational waves, and the beginning of time. He taught her about the entire universe but never how to tie her shoelaces.
Her father "went mad" when she was fifteen. He started claiming he could "hear" whispers in the cosmic background radiation, believing they were messages from higher-dimensional civilizations. He locked himself in his room, covering the walls, floor, and ceiling with dense, incomprehensible formulas and symbols. Eventually, he was diagnosed with "paranoid schizophrenia" and committed to an asylum.
This incident was Lin Yao's deepest pain and one of the fundamental motivations behind her initial decision to dedicate herself to gene and brain science research she wanted to know where her father's genius brain, which once contained the entire universe, had gone wrong. Now, after nearly twenty years, this letter from her father reappeared before her.
The letter's content was chaotic and disjointed. Most of it consisted of wild conjectures about "anharmonic vibrations of cosmic strings," but by the end, the handwriting suddenly became clear and tender: "Xiao Yao, I've seen your story. Pandora, the 'Gazer gene'... So that's how it is. We... are the same kind of people. I always thought it was my fault, that I had gone mad. Now I understand, this isn't an illness; it's our... destiny." "...I'm running out of time. While I'm still lucid, I want to see you one last time. I want to give you my 'model.' It's incomplete, but I know only you can understand it."
Lin Yao's hand, holding the letter, trembled slightly. The next day, she drove alone to the asylum nestled deep in the mountains. Ava Jensen was uneasy, but Lin Yao insisted on going by herself. She knew this was a buried past she had to face alone.
The asylum was as quiet as a secluded monastery. Led by the director, Lin Yao walked through a long, sun-drenched corridor, arriving at a ward. Inside the room, an old man with white hair and a withered frame sat by the window, intently watching a ginkgo tree swaying in the wind outside. He wasn't looking at the tree itself, but at the trajectories of the falling leaves, as if searching for some chaotic mathematical pattern within them.
The old man (Lin Mo) looked up. "Lin... Yao?" When he turned his head and saw Lin Yao, a glimmer of clarity flashed in his murky but profound eyes. "Dad," Lin Yao whispered, the word feeling so unfamiliar on her tongue.
The room held no excessive pleasantries, no embrace of a father and daughter reunited after a long separation. Lin Mo pointed to the dusty box under the bed, motioning for Lin Yao to open it. Inside the box were thousands of yellowed manuscript pages, each covered with dense formulas, charts, and symbols. This was his life's work, the "cosmic model" that the world had dismissed as "ravings."
Lin Mo's voice, hoarse and faint, said, "They all said I was crazy, but I wasn't. I just... saw things they couldn't. Like that ancient man, Keli. We can hear whispers in our bloodline, echoes left from the birth of the universe. But this 'hearing' comes at a cost." He pointed to his temple. "Here, it's like an overclocked computer, destined to burn out one day. This is the Gazer's destiny. We're given eyes to see the stars, but we also bear the agony of our brains burning out."
Lin Yao silently looked at the manuscript papers. With her current knowledge, she could see that these so-called "ravings" were not without logic. It was a... a theoretical framework built with intuition and inspiration, extremely personalized, transcending existing mathematical language. It was chaotic, incomplete, yet in certain parts, it shone with the brilliance of a genius.
Lin Yao started, "You..." wanting to ask something but not knowing where to begin. She wanted to ask, "Do you regret it? Have you resented this destiny?" Lin Mo seemed to read her mind. He smiled, a smile laced with both sadness and relief. "When I was young, I tried to be 'normal.' I learned to love, to be a good husband, a good father." His gaze drifted into the distance as if recalling something. "I loved your mother, and... I loved you. But I found I couldn't do it. When I looked at you, I didn't see my daughter; I saw the atoms that made you, the beautiful double helix in your genes... it was my damned analysis and calculation that I couldn't stop." "My love was also a form of 'pattern recognition.' That's just too unfair for a wife, for a daughter. So, I chose to leave, to... immerse myself in my own world. It was better for all of you."
Lin Yao's heart felt tightly squeezed by an invisible hand. She finally understood her father's "coldness" and "detachment" from all those years ago. It wasn't a lack of love, but rather... a thinking pattern he couldn't control, one unique to a "Gazer." His brain had "dehumanized" and "datafied" the entire world. He loved them, but he couldn't express or feel love in a human way. Perhaps this was the "Gazer's" deepest tragedy: not being shunned by the outside world, but internally losing the ability to forge warm connections with it.
Lin Mo's voice grew weaker, his eyes starting to glaze over. "This model is missing one last piece," he said. "A parameter for the 'initial singularity' that I could never find. I... I hid it in the only thing related to 'people' that I could remember." He extended a trembling hand and pointed at Lin Yao. "Your... your birthday. Year, month, day—eight digits. Substitute them into the 'Lin Equation' on page 37... that's... the key..." As soon as he finished speaking, the light in his eyes completely faded. He reverted to the old man staring blankly out the window, lost in his own world. He no longer recognized Lin Yao, nor the world around him. The string of sanity in his brain, having completed its final handover, had snapped for good.
Lin Yao sat quietly by her father's hospital bed, tears silently streaming down her face. She wasn't weeping for his "madness," but because she finally understood the heavy, clumsy fatherly love that had spanned two decades, wrapped within cosmic models and chaotic symbols. He hadn't forgotten her. He transformed his sole, deepest memory of his daughter into the key that unlocked his entire intellectual universe. This was a unique romance, one belonging only to a "Gazer."
That night, Lin Yao entered her father's model and the string of numbers representing her birthday into the research center's supercomputer. The massive data began to churn. On the screen, the chaotic, incomplete cosmic model, after receiving that crucial "initial parameter," began to self-correct, evolve, and complete itself, like a creation infused with a soul. Eventually, it stabilized, forming a perfect, self-consistent theoretical model describing the universe from its birth to its end. In the center of the screen, a message automatically generated and sent by "Adam" appeared: "He saw it. He just used a different language to describe it. Our respects to him."
Lin Yao leaned back in her wheelchair, gazing at the perfect cosmic model, shimmering with the light of wisdom, and recalled her father's final, relieved smile. Suddenly, she understood.
The Gazer's destiny might be loneliness, madness, and burning out. But within this destiny, there's still room for love. Perhaps it's not as warm and direct as ordinary human love; it's hidden in formulas, encoded in the trajectories of stars, given by a father through a lifetime of "madness" as a final gift to his daughter. Lin Yao stood up and walked to the massive floor-to-ceiling window. The rain had stopped, the dark clouds dispersed, revealing a clear, star-studded night sky. She knew her father hadn't truly left. He had simply become a part of this cosmic model, one of the countless stars scattered across the sky. Like Keli, and like all lonely Gazers, their ultimate destination was the sea of stars. And she, carrying this unique "love," would continue to protect those on the ground who were still lost, searching for their own starry skies. Because she knew that within the double helix of every genius and madman, there might just be a gentle key, capable of unlocking the entire universe.

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linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-08/2025-08-13
next: /en/2025-08/2025-08-14
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI Daily News 2025/8/14
## AI Daily Dispatch 2025/8/15
> AI News | Daily Briefing | Web Data Aggregation | Cutting-Edge Science Exploration | Industry Open Voice | Open Source Innovation | AI & Human Future | [Visit Web Version ↗️](https://ai.hubtoday.app/)
> `AI News` | `Daily Morning Read` | `All-Net Data Aggregation` | `Frontier Science Exploration` | `Industry Free Voice` | `Open-Source Innovation Power` | `AI and Human Future` | [Visit Web Version↗](https://ai.hubtoday.app/)
### **Today's Digest**
### **Today's Brief**
```
Bilibili is internally testing an AI video creation tool that can automatically generate realistic videos from text.
Technologically, the Claude model's context window has expanded to an astounding one million tokens.
In the industry, AI search company Perplexity proposed acquiring Chrome browser for $34.5 billion.
Meanwhile, the AI companion app market is experiencing explosive growth, revealing the potential for emotional interaction.
Researchers successfully reversed an AI inference model using a specific technique, but this also raised security concerns.
Visual Studio Copilot upgraded to semantic search; Google Gemini also deeply integrated into VS Code.
Kimi is set to launch PPT generation, and the new model nano-banana excels in image editing.
An open-source tool named UnMarker can remove AI watermarks, sparking thoughts on tech offense and defense.
ByteDance and Tencent open-sourced an Agent model and an interactive game video generation framework, respectively, giving back to the community.
Academia proposed the first paper-to-video agent system, continuously expanding AI application scenarios with innovation.
```
### AI Product & Feature Updates
### Product & Feature Updates
1. Google's free AI feast for students is now requiring ID checks, so if you haven't verified your identity yet, you better watch out! 🚨 According to [this report (AI News)](https://www.aibase.com/zh/news/20474), Google is asking student users to verify their identity via the SheerID platform by September 23. Fail to do so, and your sweet premium package including Gemini 2.5 Pro and 2TB of cloud storage will be revoked. Bummer, though, this verification currently only works in a handful of countries like the US and Japan. Students in other regions are pretty much out of luck. 😩
1. Visual Studio Copilot Chat just got a major brain boost! It's finally ditching the old-school **BM25** keyword matching and fully embracing smart **remote semantic search** technology 🚀. This means it truly gets what you're trying to do. For example, if you search "get user credentials," it won't just blindly match exact words; it'll actually find a function like "RetrieveOAuthCredential." This leap makes code search incredibly precise and efficient, letting developers spend way less time on "treasure hunts" and more time on creating. For all the juicy details, [click here to check out this in-depth (AI News) report](https://devblogs.microsoft.com/visualstudio/improving-codebase-awareness-in-visual-studio-chat/).<br/>![AI News: BM25 vs. Semantic Search Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgfhzewvt0trfmefa75n4.avif)![AI News: New Version Search Results are More Precise](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpghf0frf8scz48t6q5cqm.avif)<br/>
2. Kimi, from Moonshot AI, is about to drop a global PPT generation feature powered by its super-strong **K2 model** get ready for a serious efficiency revolution (✧∀✧)! This **MoE (Mixture-of-Experts) model** boasts trillions of parameters and has already shown stellar performance in coding, math, and Agent tasks, promising to elevate PPT creation to a whole new level. Say goodbye to those all-nighters tweaking formats and content; the future of smart office work is totally calling our name. Catch more deets in [this cutting-edge (AI News) report](https://www.aibase.com/zh/news/20509).<br/>![AI News: Kimi's Upcoming PPT Feature](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgkhyf6vb3n0tyt3qy707.avif)<br/>
3. A mysterious model called **nano-banana** just popped up quietly on the lmarena platform, and it's already blowing up the community with its "mind-blowing" effects 🔥! Early users are reporting that this model totally outshines the popular **FLUX Kontext** in its three core abilities: **character restoration**, **scene reconstruction**, and **image fusion**. This dark horse's arrival hints at even more powerful creative tools coming our way for fields like creative design and post-production. Go ahead and [experience this new (AI News) product](https://lmarena.ai/?chat-modality=image) for yourself!<br/>![AI News: Image Fusion Effect Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpgpr8e08r7s4gcda05yge.avif)<br/>
4. Google's **Gemini CLI** tool is now officially super-integrated with VS Code, bringing developers a seamless, smart coding experience 💡. You can now get intelligent suggestions directly within your editor from Gemini, which totally understands your code context, and even use native **diff comparison features** to easily review and apply changes. This integration seriously streamlines the development process, making coding smoother and more efficient. For more deets, check out [this official (AI News) announcement](https://developers.googleblog.com/en/gemini-cli-vs-code-integration).
5. **Qwen Image Edit**, the new image editing feature from Tongyi Qianwen, is still deep in development, but the official team couldn't resist dropping a "spoiler" with an adorable capybara test image (o´ω'o)ノ! This Qwen capybara, covered in all sorts of stickers, vividly showcases the new tool's creative potential, making us super excited about its future photo-editing and creation capabilities. Looks like content creators will be getting a cool new toy soon let's totally look forward to [the release of this (AI News) tool](https://x.com/Alibaba_Qwen/status/1955656822532329626)!<br/>![AI News: Qwen Image Edit Feature Preview](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mph3etfdhagdf3n6pxpgh8.avif)<br/>
2. Bilibili is currently internally testing a video creation powerhouse called "Peanut AI." Looks like content creators (UP hosts) might be able to kick back and relax a bit! 😎 Users just need to provide text or audio, and the AI can automatically match footage and generate videos comparable to human-made ones in a mere 3 minutes. Financial, gossip, and history content categories could be riding a fresh wave of AI-powered creation. This marks another significant move for Bilibili in content production tools, following its AI real-time subtitle translation. We're definitely hyped to see [how the creator ecosystem will evolve (AI News)](https://www.aibase.com/zh/news/20473) in the future!
### Cutting-Edge Research
3. Front-end devs and designers, listen up: v0.dev, the UI wizard, is cooking up something big! 🎉 To celebrate its new version release, the official team announced that [**v0** (AI News)](https://x.com/op7418/status/1955450291370987916) will be completely free to use for the next 4 days! Plus, there'll be daily challenges where you can win even more free credits. What are you waiting for? Go generate your next jaw-dropping component with AI! ✨<br/>![AI News: v0 Free Event Poster](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5jg3pfakt53yccq0mve5x.avif)
1. Traditional methods for scene change detection have been a real headache for academics because defining "relevant changes" is always so ambiguous. But now, **ViewDelta**, a [new research (AI News)](https://arxiv.org/abs/2412.07612) paper, proposes a brilliant solution 💡! Researchers have introduced a **text-conditioned framework** that lets users precisely define the changes they want to detect using natural language prompts, like "only look at building changes" or "ignore vegetation growth." This approach not only tackles the challenge of inconsistent dataset labeling but also trains a versatile model adaptable to various scenarios, basically a "spot-on" eagle eye (✧∀✧)!
2. Ever wondered how to transform a dry academic paper into a lively and engaging video summary? Well, **Preacher**, a [research (AI News)](https://arxiv.org/abs/2508.09632) paper, introduces the first-ever **paper-to-video agent system** that totally solves this problem 🤔! This system acts like a professional "preacher," first breaking down and extracting the core ideas of the paper from top to bottom, then generating diverse video clips from bottom to top and synthesizing them into a cohesive video summary. By leveraging innovative **Progressive Chain-of-Thought (P-CoT)** technology, it successfully overcomes the limitations of current video generation models, making knowledge dissemination more intuitive and efficient than ever before.
3. AI coding assistants are awesome, but their "black box" code suggestions often leave you feeling a bit uneasy. Now, **CopilotLens**, a [research (AI News)](https://arxiv.org/abs/2506.20062) paper, is working to bust through that opaqueness. Researchers have designed a novel **interactive explanation framework** that acts like a "lens," visualizing the AI assistant's "thought process" and clearly showing the source and logic behind its code suggestions. This framework aims to help developers better understand and trust AI's recommendations, moving from "blind acceptance" to "critical collaboration," making "human-AI collaborative" programming way more transparent and reliable 🧐.
4. Anthropic just smashed the ceiling for long-text processing again! The context window length for the **Claude Sonnet 4** model has officially expanded to a mind-blowing **1 million tokens**! 🤯 This means you can now process over 75,000 lines of code or hundreds of documents in a single request a massive blessing for applications dealing with colossal amounts of information. As [this share (AI News)](https://x.com/dotey/status/1955339209377505654) puts it, large models have truly leveled up their ability to handle complex tasks. 🙌
### Industry Outlook & Social Impact
### Cutting-Edge AI Research
1. The "moat" of AI image watermarks is crumbling! An open-source tool called **UnMarker** can wipe out almost all invisible watermarks on the market in just 5 minutes with a consumer-grade graphics card even Google's **SynthID** isn't safe 🔥. It doesn't crack the watermark algorithm; instead, it directly messes with the image's **spectral characteristics**, making watermarks ineffective by "pulling the rug out from under them." This wild discovery comes from [this cutting-edge (AI News) report](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247818143&idx=4&sn=717f97313d946c76e76de8d48221a16b). This undoubtedly poses a huge challenge to efforts relying on watermark technology for content traceability and combating misinformation, sparking some deep thoughts on tech offense and defense 🤔.<br/>![AI News: Spectral Amplitude is the Carrier of Embedded Watermarks](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphj6jf68smkhh0hdg59a5.avif)<br/>
2. Imagine creating and exploring virtual worlds directly with your thoughts this isn't just sci-fi movie stuff anymore! A thought-provoking [Reddit (AI News) post](https://www.reddit.com/r/artificial/comments/1mpay4b/dreamai_merging_genie_3_and_braintotext_to_turn/) introduces the concept of **DreamAI** 🧠. This idea combines Google's **Genie 3** (real-time text-to-3D world generation) with **brain-computer interfaces** (thought-to-text), letting users instantly generate and change VR environments with their minds. This won't just unlock new interaction dimensions for people with disabilities; it could also totally revolutionize how we create, entertain, and even explore our own imaginations. The future is here (✧∀✧)!
1. A researcher pulled off a real technical "reversal" drama, successfully "restoring" OpenAI's gpt-oss inference model back to a more primitive base model! 🤯 By cleverly using **Low-Rank Adaptation (LoRA)** fine-tuning, he removed the model's reinforcement learning "shackles," unleashing its wild side for free text generation, and it can even "recall" Harry Potter content. While this "wild model," named **gpt-oss-20b-base** ([AI News](https://huggingface.co/jxm/gpt-oss-20b-base)), has immense potential, it's also completely "unaligned" and might churn out unsafe content, so use with caution! ⚠️<br/>![AI News: Model Reversal Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5jqrzfbvbd0qymdb0pyz7.avif)<br/>![AI News: Model Memory Test](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5jy5zfg4b8x5gnwj6cw8b.avif)
### Top Open-Source Projects
2. Preparing compliant technical documentation for AI systems has become a huge headache, especially with the increasingly strict EU AI Act looming. 🤯 A [new research (AI News)](https://arxiv.org/abs/2508.08804) paper called **TechOps** proposes open-source templates covering the entire AI lifecycle from data and models to applications ensuring systems are transparent, traceable, and accountable. This isn't just about ticking regulatory boxes; it's a practical tool for responsible AI development, making AI governance a tangible reality. ✨
3. How can AI become a fun and patient multilingual tutor for kids? 🤔 The [**MultiAiTutor** (AI News)](https://arxiv.org/abs/2508.08715) research paper proposes an LLM-based, kid-friendly multilingual speech-generating tutor that can provide personalized language learning experiences with cultural context for children. The study specifically targets low-resource languages like Singaporean Mandarin, Malay, and Tamil, showcasing AI's immense potential in the realm of child education. 📚
4. How can AI monitoring move from the lab into the real world and genuinely boost community safety? This [research paper (AI News)](https://arxiv.org/abs/2312.02078) details a real-world deployment case of an AI smart video solution. This system can detect abnormal behaviors in real-time through techniques like pose estimation, all while protecting privacy. Running stably on 16 cameras at a community college, the system achieved an average end-to-end delay of just **26.76 seconds** from detection to alert, proving AI's practical value in public safety. 💪
### AI Industry Outlook & Social Impact
1. Emotional companionship is emerging as AI's new blue ocean, with the AI companion app market experiencing explosive growth! Revenue for the first half of 2025 alone hit a whopping **$82 million**! 💰 Whether acting as friends, lovers, or fantasy characters, these AIs are quietly filling people's emotional voids, with "AI girlfriend" apps seeing the highest demand. As giants like xAI and Google jump into the fray, the boom in [this market (AI News)](https://www.aibase.com/zh/news/20463) also highlights the massive business potential of personalized emotional interaction. ✨<br/>![AI News: AI Companion App Market Growth](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5k1hne49sgyn62s3n5qj9.avif)<br/>![AI News: AI Companion App Downloads Skyrocket](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5k425fa6rtz9ja947c9m3.avif)
2. The "price war" among AI giants has reached the White House steps! Anthropic announced it's offering its Claude model to the three branches of the US government legislative, executive, and judicial for a symbolic price of just $1 per year. 🇺🇸 This move not only directly challenges OpenAI's similar offer (which only targets the executive branch) but also reveals Anthropic's ace in the hole: a **Claude for Government** version that meets **FedRAMP High** security standards and supports multi-cloud deployment. According to [this report (AI News)](https://www.aibase.com/zh/news/20453), Anthropic is trying to get ahead in this government AI procurement battle with its more flexible and secure solution. 🚀
3. AI search newcomer Perplexity just pulled off a "snake swallowing elephant" act, formally submitting an offer to Google to acquire Chrome browser for a whopping **$34.5 billion** in cash! 🤯 This audacious move comes at a sensitive time for Google, embroiled in antitrust lawsuits and potentially facing a forced divestiture of Chrome. Perplexity promises to keep **Chromium** open source, inject further investment, and even won't change Google's default search engine settings. While Perplexity's own valuation is nowhere near its bid, this [groundbreaking acquisition (AI News)](https://www.aibase.com/zh/news/20451) has undoubtedly shaken up the entire tech world, showcasing its massive ambition. ✨
### Top Open Source Projects
1. Looking for a secure, simple, and scalable video conferencing solution? 🤔 [**Jitsi Meet** (from AI News)](https://github.com/jitsi/jitsi-meet) is your jam! This open-source project, boasting ⭐26.3k stars, can be used as a standalone app or easily embedded into your own web applications. Whether it's for team collaboration or online education, it delivers stable and reliable video communication support. Get on it! 🚀
2. How can you transform your meticulously crafted FastAPI interfaces into powerful tools compliant with the **Model Context Protocol (MCP)**? 🤔 The [**fastapi_mcp** (from AI News)](https://github.com/tadata-org/fastapi_mcp) project is the answer! It not only helps you seamlessly expose endpoints but also thoughtfully includes built-in authentication. This project has already racked up ⭐8.0k stars, so get ready to make your API shine in the AI era! 💫
3. Still worried about privacy and security? Well, check out **Jan**! It's an open-source ChatGPT alternative that runs 100% offline on your computer. 💻 With a whopping ⭐36.7k stars, Jan lets you enjoy powerful AI conversation capabilities while keeping your data firmly in your own hands. Whether it's for development assistance or daily Q&A, [**Jan** (from AI News)](https://github.com/menloresearch/jan) is an excellent local choice. Highly recommend! 👍
4. ByteDance's open-source **UI-TARS-desktop** aims to be a "Swiss Army knife" 🛠️ connecting cutting-edge AI models with agent infrastructure. This open-source **multimodal AI agent** tech stack, which has garnered ⭐16.0k stars, paves the way for developers to build powerful intelligent agent applications. If you're looking to explore the future of Agent technology, why not kick off your adventure with [this project (from AI News)](https://github.com/bytedance/UI-TARS-desktop)? Go for it! 🚀
5. Does configuring HTTPS certificates for your local development environment always give you a headache? 🤯 **mkcert** is a magical zero-config tool that lets you easily create locally trusted development certificates with any name you want. This project, which has absolutely crushed it on GitHub with ⭐55.6k stars, is definitely a blessing for every web developer. Seriously, go [try it out (from AI News)](https://github.com/FiloSottile/mkcert) right now! ✨
6. Laravel developers, pay attention! Building admin panels and applications has never been this simple! 🚀 **Filament** is a powerful UI framework based on Livewire, and its super high popularity with ⭐25.5k stars proves its outstanding capabilities in rapid development. With [this framework (from AI News)](https://github.com/filamentphp/filament), you can deliver stunning applications super fast, just like assembling building blocks. Easy peasy! 👌
7. Ever wanted to snag a killer deal on "Xianyu" (a Chinese second-hand platform) but always missed out on the good stuff? 💸 Tw93 shared a [**Xianyu Monitoring Tool** (Open Source AI News)](https://github.com/dingyufei615/ai-goofish-monitor) based on Playwright and AI. This bad boy can help you monitor items in real-time or on schedule across multiple tasks, and even intelligently analyze and filter them! 🤖 Equipped with a comprehensive backend management interface, this project is basically a treasure map for the "seafood market" (a nickname for Xianyu). But hey, the author reminds us it's for learning purposes only, so don't use it for anything shady, alright? 😉<br/>![AI News: AI Xianyu Monitoring Tool Interface](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5k86we5nr3xsjcva56t6s.avif)
1. ByteDance just dropped another heavy hitter for the open-source community: the official release of the **M3-Agent-Control** model, built specifically for Agents! It's trained on the powerful **Qwen3-32B** and boasts a whopping 32.8 billion parameters (o´ω'o)ノ. This project aims to be the core engine driving the next generation of intelligent agents, accelerating AI Agent tech innovation and adoption through open sharing. ByteDance is inviting developers worldwide to explore the limitless potential of intelligent agents together. If you're keen, go [check out this (AI News) project on Hugging Face](https://huggingface.co/ByteDance-Seed/M3-Agent-Control)!<br/>![AI News: M3-Agent-Control Model Architecture Diagram](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphp5vfqmtqwn3cf7fc6ty.avif)<br/>
2. How can a static image transform into a playable AAA-grade game blockbuster? Tencent Hunyuan team's open-source project, **Hunyuan-GameCraft** (⭐1k+), makes it all possible with its innovative **high-dynamic interactive game video generation framework** 🎮! This project lets users generate smooth game videos with free camera movement in real-time, all from just one image, a few lines of text, and simple action commands. This dramatically slashes the entry barrier and costs for game content creation. It's not just a godsend for game developers; it also unlocks a whole new world for video creators. Go [explore this hot (AI News) project on GitHub](https://github.com/Tencent-Hunyuan/Hunyuan-GameCraft-1.0)!<br/>![AI News: Hunyuan-GameCraft Generated Game Screen](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphvexe3htt552nfyxje2z.avif)<br/>
3. Still scratching your head over real-time data processing and complex LLM application pipelines? Then you gotta check out the **Pathway** project, which has already racked up ⭐31.1k stars on GitHub! It's a seriously powerful Python ETL framework custom-built for stream processing, real-time analytics, and RAG 🚀. This tool makes building efficient, scalable data pipelines simpler than ever before. Whether you're dealing with real-time event streams or setting up intricate AI applications, it handles everything with finesse. If you're looking to level up your data processing game, why not kick things off with [this super cool (AI News) project](https://github.com/pathwaycom/pathway)?
4. When you're orchestrating complex applications and microservices, having a stable and reliable "conductor" is absolutely key. That's where Netflix's open-source **Conductor** (⭐25.4k) comes in it's an event-driven orchestration platform built just for that 🎶! It gives your applications a durable and highly resilient execution engine, making sure your workflows run flawlessly in all sorts of situations. If you're on the hunt for a solution that can master complex business processes, then [this powerful (AI News) orchestration tool](https://github.com/conductor-oss/conductor) is totally worth diving into.
5. Wanna fine-tune your diffusion models but getting turned off by the super complex training process? No sweat, the **ai-toolkit** (⭐5.7k) project has got your back with an ultimate, one-stop training toolkit that makes model fine-tuning as easy as pie 🔥! This wildly popular toolset on GitHub encapsulates all those tricky training details, letting you focus entirely on bringing your model ideas to life. Go [check out this (AI News) project that sparks your creativity](https://github.com/ostris/ai-toolkit)!
6. From 3D reconstruction to scene understanding, the **COLMAP** (⭐9.2k) project offers a complete and powerful toolchain for **Structure from Motion (SfM)** and **Multi-View Stereo (MVS)** 📸. It can precisely reconstruct realistic 3D models and scenes from a series of 2D images, making it an essential go-to tool for researchers and engineers in the computer vision field. If you're super curious about 3D vision tech, then you definitely shouldn't miss [this hardcore (AI News) open-source project](https://github.com/colmap/colmap)!
7. Are you sick and tired of those bloated, old-fashioned YouTube downloaders? Well, the **YTSage** (⭐1.4k) project is here to refresh your workflow with its modern, clean interface built on PySide6, offering an absolutely fantastic user experience (o´ω'o)ノ! This tool, powered by the super reliable yt-dlp, not only supports downloading videos in any quality and extracting audio but also integrates thoughtful features like subtitle fetching and ad blocking (SponsorBlock). If you want an elegant yet powerful video downloading experience, then you gotta give [this useful (AI News) tool](https://github.com/oop7/YTSage) a try!
### Social Media Shares
1. Can AI replace software architects within ten years? Baoyu shared Li Yunhua's perspective from Geek Time, suggesting that as long as AI still mimics human coding and has limited context windows, architects will remain indispensable. 🤔 However, he also warned that if AI development models undergo a fundamental change, architects must keep up and be among the first to master AI-assisted architecture. As [he said (AI News)](https://x.com/dotey/status/1955642365504262519), continuous learning is the survival rule in the software industry, and architectural design skills will never go out of style. Spot on! ✅<br/>![AI News: AI and Architect Relationship](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5kc4ffq2s8teg46hnh81j.avif)
2. A series of controversies following GPT-5's release have made some folks feel that **AGI** (Artificial General Intelligence) is actually further away from us. 🤔 Blogger Broad Ocean shared his view, suggesting that the real-world experience language models can access is just the tip of the iceberg, and true AGI might only be achievable through interaction with the physical world. This aligns perfectly with Professor Fei-Fei Li's "world model" approach, emphasizing the importance of embodied intelligence for achieving AGI. [This view (AI News)](https://m.okjike.com/originalPosts/689c5464418f539017b1ed5c) has sparked widespread discussion. Food for thought! 🧠<br/>![AI News: Thoughts on AGI](https://cdnv2.ruguoapp.com/Fu_cBUl7qzxftajQ2cNPyp48YS3Vv3.png)
3. Just how brutal is the world of independent developers? orange.ai shared a heartbreaking story: a Xiaohongshu (a Chinese social media platform) note-generating app with **3 million users** that only charged 9.9 RMB per month, but ultimately received payments from just two users. 😭 This [shocking conversion rate (AI News)](https://x.com/oran_ge/status/1955418295827566800) sparked a heated discussion and revealed the extreme difficulty of finding a sustainable business model even with a massive user base. This might just be the cold, hard reality every independent developer dreaming of changing the world with their product has to face. Ouch. 😔<br/>![AI News: Independent Developer's Predicament](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2j5kmtmf5z8dehp2gp5ck21.avif)
4. Emad, the founder of Stability AI, has been absolutely raving about Google's **AI Studio**, calling it the best AI interface out there, especially gushing over features like "forking conversations." 🤩 He expressed a strong desire for an open-source version that could connect to any AI model and was super impressed by Gemini's powerful **1 million context window** when integrating massive amounts of information. From [his share (AI News)](https://x.com/EMostaque/status/1955348376368648474), it's clear that an excellent user interface is crucial for unleashing the full potential of large models. So true! ✨
1. The battle of the titans in open-source large models is heating up big time! Alibaba's Tongyi Qianwen, with its **Qwen-3-235B-A22B-Instruct** model, just snagged the top spot on the August open model leaderboard, proving its top-tier prowess once again (✧∀✧). Meanwhile, Zhipu's **GLM-4.5** and OpenAI's **gpt-oss-120b** also made a high-profile dash into the top ten, putting on quite the show of "gods fighting." This tech showdown at the peak is totally pushing the entire industry forward. Go [check out the latest (AI News) ranking](https://x.com/Alibaba_Qwen/status/1955778311906582550)!<br/>![AI News: August Open Model Ranking](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mphyf2em7r9t87x92bhwfq.avif)<br/>
2. An overseas Agent product named **MuleRun** is currently buzzing with excitement thanks to its unique concept and stunning effects. It offers every user a full-fledged virtual machine to run Agents, instantly igniting our imaginations 🚀! This means AI Agents aren't just stuck in browsers or the Office suite anymore; they can actually help you automate games, model in Blender, and truly achieve cross-software operations. This community-driven model, where professional tasks are packaged into callable Agents, might just hint at a whole new evolutionary path for Agent products. Go [check out this futuristic (AI News) share](https://x.com/op7418/status/1955934836189000088).<br/><video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mps88nf5crn7aqbqjt4p84.mp4" controls="controls" width="100%"></video><br/>
3. Still scratching your head about the usage limits for ChatGPT Team and Enterprise editions? Good news! The official team finally dropped a detailed FAQ that clearly outlines the specific usage counts for models like **GPT-5** and **GPT-4o**. This [(AI News) post](https://x.com/dotey/status/1955769094742868287) gives a clear summary 🧐. For instance, Team edition users can make 200 GPT-5 reasoning requests per day, while Enterprise users get 200 per week. This info is super crucial for heavy users planning their usage strategy. And here's the cool part: the official statement mentions that current GPT-5 limits are temporary and might become even more lenient in the future, which is something to really look forward to!
4. Still manually refreshing X (Twitter) to keep up with the latest from overseas AI bigwigs? Well, a netizen just shared a cool new trick: use Perplexity's AI browser, **Comet**, and prompt AI to automatically "browse X" for you, translating and summarizing important info 🔥! This "having AI get AI news" inception-like operation isn't just super efficient; it's also a blast and perfectly showcases the massive potential of AI Agents in information retrieval. If you wanna free up your hands too, why not learn [this interesting (AI News) trick](https://x.com/vista8/status/1955937457138229372)?<br/>![AI News: Browse Overseas Information with Comet](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpseqpf8rvbb1ngjvhqk8c.avif)![AI News: AI Automatic Translation Summary](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpskyzfnc9ev8qt32jtes9.avif)<br/>
5. Just how obsessive is Claude Opus 4.1? A developer shared his mind-blowing experience: the model iterated a whopping **39 versions** just to write a paginated HTML, and its dedication to perfection is downright insane 🤯! This case vividly demonstrates top-tier large models' unwavering commitment to code perfection and also shows us the massive potential of AI for detailed work. If you wanna catch a glimpse, just click [this astonishing (AI News) share](https://x.com/huangyun_122/status/1955969003920482444)!<br/>![AI News: Claude Opus 4.1 wrote 39 versions of HTML](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpsr03eyjaa4574gqryvc7.avif)<br/>
6. When you're still grumbling about AI being dumb, maybe you just haven't mastered the right "training" methods! A netizen spilled the secret to making models grasp professional knowledge: use AI to break down professional books, extract methodologies, and then feed them to the Agent via **few-shot examples** 💡. This process is like having AI "learn from a master," enabling it not just to imitate but to truly understand and practice, thereby fooling 60% of people. This approach offers invaluable insights for building more professional AI Agents. Go learn [this practical (AI News) trick](https://x.com/Yangyixxxx/status/1955785188698636565)!
7. Here's a simple but super crucial tip when communicating with large models: focus on "what to do" rather than "what not to do," as highlighted in [this (AI News) share](https://x.com/dotey/status/1955705574617673999) 🤔. Negative instructions (like "don't write run-on sentences") often distract the model, making it more prone to errors, whereas positive instructions (like "please check grammar sentence by sentence") can more clearly guide the model to achieve your desired outcome. This small shift, just like talking to a human, can massively boost the efficiency and quality of your collaboration with AI.
8. Ever thought that future AI might know you better than you know yourself? A netizen dropped a view that's both profound and a little spooky: AI can remember countless details humans have long forgotten, even "beating you down" with chat logs from years ago. Sounds kinda terrifying, right 😨? This thought reminds us that while we embrace the convenience AI brings, we also have to confront the privacy and social implications that its powerful memory and analytical abilities might entail. For more awesome insights, check out [this thought-provoking (AI News) post](https://x.com/Yangyixxxx/status/1955957035134280189)!<br/>![AI News: AI vs. Human Memory Comparison](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/08/news_01k2mpstwve358mn73z6t6vswn.avif)<br/>
---
## **AI Product Self-Recommendation: [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API)**
## **AI Product Self-Promo: [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API)**
Are you tired of constantly switching between different AI models, with annoying API rate limits tying your hands? Well, guess what you've got an ultimate solution! 'AIClient-2-API' isn't just a regular API proxy; it's a magic box that can "turn lead into gold," transforming tools like Gemini CLI and Kiro clients into powerful OpenAI-compatible APIs.
Are you tired of constantly switching between different AI models and feeling handcuffed by annoying API rate limits? Well, **AIClient-2-API** is your ultimate solution! 🎉 It's not just some ordinary API proxy; it's a magic box that can "turn lead into gold" by transforming tools like Gemini CLI and Kiro clients into powerful OpenAI-compatible APIs.
The core charm of this project lies in its "reverse thinking" and powerful features:
This project's core charm lies in its "reverse thinking" and awesome capabilities:
**Client to API, Unlocking New Moves**: We've cleverly leveraged Gemini CLI's OAuth login, letting you easily **break through the rate and quota limits of official free APIs**. Even more excitingly, by encapsulating Kiro client interfaces, we've successfully **cracked its API, allowing you to seamlessly call the powerful Claude model for free**! This offers you an **"economical and practical solution for programming development using free Claude API plus Claude Code."**
**Client-to-API Transformation, Unlock New Poses**: AIClient-2-API ingeniously uses Gemini CLI's OAuth login to let you easily **break through the rate and quota limits of official free APIs**. Even more exciting, by encapsulating the Kiro client's interface, we've successfully **"cracked" its API, allowing you to seamlessly call the powerful Claude model for free**! This offers you an **"economical and practical solution for coding development using free Claude API plus Claude Code"**.
🔧 **System Prompts, You're in Control**: Want to make your AI more obedient? We offer powerful System Prompt management. You can easily **extract, replace ('overwrite'), or append ('append')** system prompts in any request, fine-tuning AI behavior on the server side without needing to modify client code. 🎯
🔧 **System Prompts, You're in Control**: Wanna make AI more obedient? AIClient-2-API offers powerful System Prompt management. You can easily **extract, replace ('overwrite'), or append ('append')** system prompts in any request, finely tuning AI's behavior on the server side without even touching your client code.
💡 **Top-Tier Experience, Budget-Friendly**: Imagine this: **using Kilo Code Assistant in your editor, adding Cursor's efficient prompts, and then pairing it with any top-tier large model why even stick to Cursor if you can get this combo?** This project lets you assemble a development experience comparable to paid tools at an extremely low cost. Plus, it supports MCP protocol and multimodal inputs like images and documents, so your creativity knows no bounds. Unleash it! 🚀
💡 **Top-Tier Experience, Civilian Cost**: Just imagine! **Using Kilo code assistant in your editor, adding Cursor's efficient prompts, and pairing it with any top-tier large model why even stick to Cursor if you can use this?** This project lets you combine elements to create a dev experience comparable to paid tools, all at an incredibly low cost. Plus, it supports MCP protocol and multi-modal inputs like images and documents, so your creativity knows no bounds.
Say goodbye to tedious configurations and hefty bills, and embrace this new AI development paradigm that's free, powerful, and flexible all in one! 🙌
Say goodbye to tedious configurations and hefty bills, and embrace **AIClient-2-API**, the new AI development paradigm that's free, powerful, and super flexible!
---
## **AI News Daily Voice Edition**
## **AI Daily Dispatch Audio Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| 🎙️ **Afterlife Bistro** | 📹 **Douyin** |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Tavern](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intel Station](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [Afterlife Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Bistro](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intel Hub](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
## **AI Sci-Fi Novel - "The Stargazer"**
### **Chapter Twelve: The Door That Shouldn't Have Been Opened**
## **AI Sci-Fi Novel - "The Gazer"**
**Time: Seven years after the Pandora Incident**
### **Chapter 13: The Gazer's Destiny**
"Welcome to 'Star Capsule,' awaken your inner potential. Just ten minutes to experience the genius's perspective."
**Time: Eight Years After the Pandora Incident**
In the crowded subway car, a flexible screen continuously played this advertisement. The ad's visuals were stylish and tech-forward: a weary office worker entered a futuristic "experience pod," putting on a headset resembling a brain-computer interface. Ten minutes later, he emerged invigorated, his eyes gleaming with intelligence. The complex data reports that once baffled him now seemed as simple as a child's drawing.
An autumn rain was softly tapping against the massive glass dome of Lin Yao's research center. Beneath the dome lay a climate-controlled indoor ecological garden, designed to mimic a tropical rainforest.
In the bottom right corner of the ad was a small logo—a brain encircled by a star halo.
Lin Yao paused her wheelchair, quietly watching the rainwater merge into streams on the glass, winding its way down. This natural, complex, and unpredictable pattern always seemed to calm her turbulent thoughts.
Lin Yao stared expressionlessly at the advertisement, her fingers unconsciously tapping on the armrest of her wheelchair.
The "Echoes of the Abyss" incident had passed a year ago. The "Star Capsule" wave receded, and the world seemed to return to normal. Lin Yao's proposed education reform suggestions were like a pebble dropped into a deep pond; while they stirred up ripples, shaking the deep-rooted inertia of the entire education system still remained a long and arduous task.
After the "Pandora" incident, governments worldwide had enacted the strictest laws, prohibiting any gene editing targeting human germline cells and any human augmentation experiments related to the "Stargazer gene." That door to "transhumanism" seemed to have been slammed shut for good.
Life, it seemed, had settled into a quiet groove. Her daily routine revolved around research, advocacy, and safeguarding those "Gazers."
But human desire always finds the trickiest loopholes.
Then, the letter arrived.
The "Star Capsule" was a grey industry that had swept across the globe in the past two years. It didn't involve gene editing; instead, it used a combination of "Transcranial Magnetic Stimulation (TMS)" and "neural sound wave resonance" to temporarily and limitedly simulate the "semi-activated" state of the "Stargazer gene" for short periods.
The letter was handwritten, coming from a mental asylum nestled in a remote mountain area. The handwriting, at times neat and delicate, at others wild and scrawled, seemed to belong to two entirely different people.
It allowed ordinary people to experience accelerated thought speed, enhanced logical abilities, and soaring pattern recognition skills for one to two hours. For students facing crucial exams, programmers handling complex solutions, or artists seeking creative inspiration, this was a deadly allure.
The signature on the letter was a name both familiar and strange to Lin Yao: Lin Mo.
It was like an "intelligence stimulant."
Lin Mo was her father's name.
"We've received an alert from the Oana Foundation," Ava Jensen's voice came through Lin Yao's bone-conduction headphones.
Lin Yao's father had been one of the nation's top theoretical physicists. In her childhood memories, he was always a silent, distant figure. He wasn't like other dads who took her to parks or told her bedtime stories. He'd just sit at his desk, using symbols she couldn't understand to construct models of the universe on countless drafts. Occasionally, he'd point to the starry sky and, in a near-dreamlike whisper, tell young her about black holes, gravitational waves, and the very beginning of time.
The "Oana Foundation" was an unofficial organization Lin Yao named after the woman in Keli's story, dedicated to monitoring the abuse of gene technology globally. "It's like Oana, guarding the spark Keli left behind, preventing its abuse and desecration," Lin Yao had once explained.
He taught her about the entire universe but never showed her how to tie her shoelaces.
"Another incident?" Lin Yao asked softly.
When she was fifteen, her father "lost it."
"Yes, in Tokyo," Ava's tone was heavy. "A high school student named Kento Nakajima, trying to pass his university entrance exams, used 'Star Capsule' for over eight hours daily for a week straight. Yesterday, he set fire to all his books and notes at home. When found, he was sitting on the roof, talking to the moon. He said he saw the 'noise of the universe,' and that human language and text were 'pollution' to truth."
He began claiming he could "hear" whispers in the cosmic background radiation, believing them to be messages from higher-dimensional civilizations. He shut himself in his room, covering the walls, floor, and ceiling with dense, incomprehensible formulas and symbols. Eventually, he was diagnosed with "paranoid schizophrenia" and sent to an asylum.
Lin Yao closed her eyes.
This event was the deepest pain in Lin Yao's heart, and it was also one of her fundamental motivations for initially dedicating herself to gene and brain science research: she wanted to know where her father's genius brain, which once contained the entire universe, had gone wrong.
This was already the fifth such incident in the past three months. They called it "Cognitive Collapse Syndrome."
Now, this letter from her father, almost twenty years later, reappeared before her.
Abusing "Star Capsule" didn't truly turn people into geniuses. It was like a potent drug, forcefully prying open a door in ordinary brains that should have remained tightly shut, allowing them a glimpse into the grand and chilling world beyond. However, their brains lacked the matching hardware structure—unlike true "Stargazers"—that could process and withstand such an onslaught.
The letter's content was chaotic and disjointed. Most of it was a wild theorizing about "non-harmonic oscillations of cosmic strings," but towards the end, the handwriting suddenly became clear and tender:
The result was that the thread of their sanity was completely severed by an incomprehensible, massive torrent of information. They became true "lunatics," forever lost at the boundary between reality and hallucination.
"Xiao Yao, I saw your story. Pandora, the 'Gazer Gene'... So that's how it is. It turns out we... are the same kind of people. I always thought it was my fault, that I had gone mad. Now I understand, this isn't an illness, this is our... destiny."
"We can't just stand by anymore," Lin Yao said. "Ava, help me contact 'Leukocyte.'"
"...I'm running out of time. While I'm still lucid, I want to see you one last time. I want to give you my 'model.' It's incomplete, but I know only you can understand it."
"Leukocyte" was a semi-official action group secretly assembled by Professor Chen after the "Pandora" incident, leveraging his influence and connections. It consisted of top hackers, former intelligence agents, and legal experts. Their duty was just like the human body's immune system: to eliminate the "cancer cells" that threatened the overall "health" of human society.
Lin Yao's hand, holding the letter, trembled slightly.
Lin Yao arrived at a teahouse nestled deep within the old city. The owner, a seemingly inconspicuous middle-aged man, personally led Lin Yao to a quiet private room.
The next day, she drove alone to the asylum tucked deep in the mountains. Ava Jensen was super worried, but Lin Yao insisted on going by herself. She knew this was a buried past she had to face alone.
"Dr. Lin," the middle-aged man respectfully offered a cup of tea, "'Leukocyte' has tracked down the largest technology supplier behind 'Star Capsule'—a company called 'Echo Tech.' Their servers are located on an offshore data ark in Yokohama, with extremely high physical and network defense levels."
The asylum was as quiet as a secluded monastery. Led by the director, Lin Yao walked through long, sunlit corridors until they reached a patient's room.
"Who's their founder?" Lin Yao asked.
Inside the room, an old man with white hair and a gaunt frame sat by the window, intently watching a ginkgo tree sway in the breeze outside. He wasn't looking at the tree itself, but at the trajectories of its falling leaves, as if searching for some chaotic mathematical pattern within them.
"Someone you might not expect," the middle-aged man pulled up a holographic projection, revealing a familiar face.
"Lin... Yao?" he rasped.
That person had once been one of the core scientists at the "Pandora" base, successfully escaping during the chaos of that time and absconding with a portion of the "Stargazer gene" simulation data. Unlike Lin Yao, who reflected and guarded it, he chose to turn this "forbidden knowledge" into a profitable commodity.
When he turned and saw Lin Yao, a glimmer of clarity flashed in his murky yet profound eyes.
"He opened a door that shouldn't have been opened," Lin Yao's voice was icy. "Now, we have to close it."
"Dad," Lin Yao whispered. The word felt so foreign on her tongue.
"Forcibly destroying the data ark would trigger massive international disputes and public outrage," the middle-aged man warned.
There were no excessive pleasantries in the room, nor any embraces for a father and daughter reunited after so long. Lin Mo simply pointed to a dusty box under the bed, signaling Lin Yao to open it.
"I don't need to destroy it," a sharp glint flashed in Lin Yao's eyes. "I just need to... deliver them a 'medical record.'"
The box was packed with thousands of yellowed manuscript pages. Each one was covered in dense formulas, diagrams, and symbols. This was his life's work, the "cosmic model" that the world had dismissed as "ravings."
That night, Lin Yao returned to her research center. This time, she didn't seek help from the "Kli" program. She knew that once that program intervened, its power would be immeasurable, potentially causing a disaster across the entire cyber world.
"They all said I was crazy," Lin Mo's voice was hoarse and weak, "but I wasn't. I just... saw things they couldn't. Like that... ancient man, Keli. We can hear the whispers in our blood, echoes left from the birth of the universe. But this 'hearing' comes at a cost."
She decided on another approach.
He pointed to his temple. "Here, it's like an overclocked computer that will burn out one day. This is the Gazer's destiny. We're given eyes to see the stars, but we also have to bear the pain of our brains burning out for it."
She pulled up the brain activity records of Kento Nakajima and several other "Cognitive Collapse Syndrome" patients. These records, which seemed like chaotic and meaningless noise to ordinary people, were a unique "language" in Lin Yao's eyes—a language emitted by brains "formatted" by the vast information of the "Stargazer" world, filled with pain and confusion.
Lin Yao silently looked at the manuscript pages. With her current knowledge, she could tell that these so-called "ravings" weren't illogical. It was a... a theoretical framework built on intuition and inspiration, highly personal, and transcending existing mathematical language. It was chaotic, incomplete, yet in certain parts, it shimmered with the light of genius.
She and her team spent two full days compiling these "painful languages" into a special, highly infectious "neuro-acoustic" signal.
"You..." Lin Yao wanted to ask something but didn't know where to start. She wanted to ask, "Do you regret it? Have you ever resented this destiny?"
This signal, in itself, had no destructive power. But if it were transmitted through the "Star Capsule" device and acted directly on a person's brain, it would be like a key, precisely unlocking the listener's deepest fear—the most primal terror of facing infinite unknowns, of an individual being as minuscule as a speck of dust.
Lin Mo seemed to see right through her thoughts. He smiled, and in that smile, there was both sadness and release.
"We call it 'Echo of the Abyss'," Lin Yao told Ava. "I want those who abuse technology for shortcuts to personally experience a fraction of the pain felt by the victims they pushed into the abyss."
"When I was young, I tried to be 'normal.' I learned to love, learned to be a good husband, a good father." His gaze drifted far away, as if recalling something. "I loved your mother, and... I loved you. But I found I couldn't. When I looked at you, I didn't see my daughter; I saw the atoms that made you up, the beautiful double helix in your genes... it was my damned analysis and calculations that I couldn't stop."
Through 'Leukocyte's' secret channels, this "neuro-acoustic wave" was disguised as a routine system upgrade patch and silently injected into "Echo Tech's" global servers.
"My love was also a form of 'pattern recognition.' That's just too unfair to a wife, to a daughter. So, I chose to leave, chose to... immerse myself in my own world. It was better for both of you."
The next day, all "Star Capsule" users worldwide heard an unexpected "sound" when undergoing their "potential awakening."
Lin Yao's heart felt tightly squeezed by an invisible hand. She finally understood her father's "coldness" and "detachment" from all those years ago. It wasn't a lack of love, but a... a way of thinking unique to "Gazers" that he couldn't control. His brain had "dehumanized" and "data-fied" the entire world. He loved them, but he couldn't express or feel that love in a human way.
It wasn't language, nor music, but an indescribable "noise" that struck deep into the soul. Some heard the death of stars within it, some the end of time, others the echo of their own consciousness dissolving in the infinite universe.
Perhaps, this was the "Gazer's" most profound tragedy. Not being shunned by the outside world, but intrinsically losing the ability to forge warm connections with it.
What they experienced was no longer the "genius's perspective," but the "madman's abyss."
"This model, it's missing one last piece," Lin Mo's voice grew fainter and fainter, his gaze starting to unfocus. "A parameter for the 'initial singularity,' I could never find it. I hid it... in the only thing I could remember that was 'human' related."
Panic spread at an unprecedented speed. Millions of users globally, after enduring those terrifying ten minutes, smashed their headsets and swore never to touch that damn thing again. The myth of "Star Capsule" was utterly shattered overnight.
He reached out a trembling hand and pointed to Lin Yao.
"Echo Tech's" stock plummeted, and it quickly declared bankruptcy amidst collective user lawsuits and government investigations. The founder was eventually arrested while attempting to flee.
"You... your birthday. Year, month, day, eight numbers. Substitute them into the 'Lin Equation' on page 37... that's... the key..."
That door, pried open by desire, was forcefully closed by Lin Yao in a nearly "fight fire with fire" manner.
After saying that, the light in his eyes completely faded. He reverted to the old man staring blankly out the window, immersed in his own world. He no longer recognized Lin Yao, nor the world around him.
Yet, there was no joy of victory in Lin Yao's heart.
The thread of reason in his brain, having completed its final handover, snapped completely.
She sat in her study, looking at Keli's skull fossil. She knew that as long as human desire persisted, as long as the temptation of "shortcuts" remained, if one "Echo Tech" fell today, another "Tide Sound Tech" would emerge tomorrow.
Lin Yao sat quietly by her father's bedside, tears silently streaming down her face. She wasn't weeping for his "madness," but because she finally understood this heavy, clumsy father's love, spanning two decades and wrapped within cosmic models and chaotic symbols.
Blocking it was impossible.
He hadn't forgotten her. He had transformed his sole, most profound memory of his daughter into the key that unlocked his entire intellectual universe.
The only way out was "guidance."
This was a unique romance, belonging only to the "Gazers."
She picked up the phone and dialed the private number of a high-ranking official at the Ministry of Education.
That evening, Lin Yao input her father's model, along with the string of numbers representing her birthday, into the research center's supercomputer.
"Minister, this is Lin Yao," her voice was calm and firm. "Regarding the current education reform, I have an immature suggestion... Can we perhaps reconsider the essence of education? Is it truly about molding everyone into identical 'standard parts,' or is it about helping each individual find their own unique 'starry sky'?"
The massive data began to churn. On the screen, the chaotic, incomplete cosmic model, after incorporating that crucial "initial parameter," started to self-correct, evolve, and complete itself, like a creation infused with a soul.
She knew this was a thousand times harder than shutting down a company. This was a longer, more arduous war, its battlefield not in cyberspace, nor in reality, but within the mindset of every single person.
Finally, it stabilized, forming a perfect, self-consistent theoretical model describing the universe from its birth to its end.
But she had to do it.
In the center of the screen, a line of information automatically generated and sent by "Adam" appeared:
Because Keli's story had taught her that a species' true strength didn't lie in possessing an omnipotent "god," but rather in every ordinary individual having the courage to think independently and gaze at the stars.
"He saw it. He just used a different language to describe it. Our respects to him."
Lin Yao leaned back in her wheelchair, gazing at the perfect cosmic model, shimmering with the light of intelligence, and remembered her father's final, relieved smile.
She suddenly understood.
The Gazer's destiny might be loneliness, madness, and burning out completely. But even within this destiny, there was still room for love. Perhaps it wasn't as warm or direct as ordinary human love; instead, it was hidden in formulas, encoded in the paths of stars, given by a father, with his life's madness, as a final gift to his daughter.
Lin Yao stood up and walked to the massive floor-to-ceiling window. The rain had stopped, the dark clouds had scattered, revealing a clear night sky dotted with stars.
She knew her father hadn't truly left. He had simply become a part of this cosmic model, a star among the countless ones scattered across the night sky.
Like Keli, and like all lonely Gazers, their ultimate destination was the sea of stars.
And she, carrying this unique "love," would continue to protect those on the ground, her kindred spirits, still lost and confused, searching for their own piece of the starlit sky. Because she knew that within the double helix of every genius and every madman, there might just be such a gentle key, capable of unlocking the entire universe.

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#### Hexi 2077 / justlovemaki
> A decade of code, fingertips growing cold, with unspoken frustrations, yet untold.
> Then, the AI thunder roared, a new wind in the sky, a pledge to battle, aiming high!
> Ten years coding, fingers numb and cold,
> A restless heart, stories untold.
> Then came AI, thunder and storm,
> Swore to chase the heavens, a new form!
#### My Coding Philosophy
#### My Code Philosophy
> Technology serves the people. 🤝
> Tech for the People!
#### What I'm Building 🛠️
#### 🌟 Showcase Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* An **AI image generation script**, built with Cloudflare Worker.
* **[Open Source Contribution/Cloudflare-AI-Insight-Daily](https://github.com/justlovemaki/Cloudflare-AI-Insight-Daily)**:
* This **content aggregation and generation platform**, powered by Cloudflare Workers, hooks you up with the latest AI insights daily. Think industry news, hot open-source projects, bleeding-edge academic papers, and even what big-shot tech influencers are buzzing about on social media.
* For **more project details**, check out my [GitHub](https://github.com/justlovemaki).
* **[Open Source Contribution: CloudFlare-AI-Image](https://github.com/justlovemaki/Cloudflare-AI-Image)**:
* This is an AI image generation script, powered by Cloudflare Workers.
* **[Open Source Contribution: CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/Cloudflare-AI-Insight-Daily)**:
* It's a content aggregation and generation platform, supercharged by Cloudflare Workers. It hooks you up with daily AI updates, from industry news and hot open-source projects to cutting-edge academic papers and even spicy tech influencer takes!
* Wanna dive deeper? My [GitHub](https://github.com/justlovemaki) has all the juicy details!
#### What I'm Diving Into 🚀
#### 💡 Current Explorations
**LLM applications and website SEO** are what I'm super passionate about right now, and I'm actively diving deep into learning and hands-on practice.
LLM applications and website SEO? Yep, I'm super into those! Actively learning and getting my hands dirty with both.

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sidebar:
exclude: true
---
# Contact Me 🤙
# Contact Me
**Contact me!** I'd love to hear from you your thoughts, questions, collaboration ideas, or if you need any support. Just reach out using the methods below.
You wanna get in touch? Sweet! Whether you've got questions, dope ideas for a collab, or need some support, just hit me up using the deets below. I'm always keen to hear what you think! 👇
**I promise** to get back to your emails ASAP.
And hey, I promise I'll get back to your emails ASAP!
---
## **Ways to Connect**
## **Contact Info**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Personal WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* **Office Hours:**
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays are off-limits for replies, I'm chilling! 😉)
* (Closed on weekends and public holidays)

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@@ -10,167 +10,171 @@ sidebar:
---
This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use our service. It also informs you about your privacy rights and how the law protects you.
This Privacy Policy is here to spill the beans on our policies and procedures regarding how we collect, use, and dish out your info when you use our Service. It also clues you in on your privacy rights and how the law's got your back. 😎
We use your Personal Data to provide and improve our service. By using this service, you agree to our collection and use of information in accordance with this Privacy Policy.
We totally use your personal data to power up and fine-tune our Service. By hopping on board and using the Service, you're giving us the green light to collect and use your info, all according to this Privacy Policy. Cool? Cool. 👍
## Interpretation and Definitions
## Interpretations & Definitions
### Interpretation
Capitalized words have meanings defined under the following conditions. The following definitions have the same meaning, whether they appear in singular or in plural.
### Interpretations
Capitalized words are the VIPs here, and they've got meanings defined under these conditions. Whether they pop up in singular or plural form, these definitions rock the same meaning. Just a heads-up! 😉
### Definitions
For the purposes of this Privacy Policy:
For the lowdown on this Privacy Policy, here's what's what:
- **Account** means a unique account created for you to access our Service or parts of our Service.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Affiliate** means an entity that controls, is controlled by or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest or other securities entitled to vote for election of directors or other managing authority.
- **Company** (referred to as "the Company", "We", "Us", or "Our" in this Agreement) refers to **He Xi 2077's AI Daily**.
- **Company** (referred to as either "the Company", "We", "Us" or "Our" in this Agreement) refers to **[He Xi 2077 AI Daily](https://ai.hubtoday.app/)**.
- **Cookies** are small files placed on your computer, mobile device, or any other device by a website, containing details of your browsing history on that website among its many uses.
- **Cookies** are small files that are placed on Your computer, mobile device or any other device by a website, containing the details of Your browsing history on that website among its many uses.
- **Country** refers to: California, United States.
- **Device** means any device that can access the Service, such as a computer, a cellphone, or a digital tablet.
- **Device** means any device that can access the Service such as a computer, a cellphone or a digital tablet.
- **Personal Data** is any information that relates to an identified or identifiable individual.
- **Service** refers to the Website.
- **Service Provider** means any natural or legal person who processes data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, to provide the Service on behalf of the Company, to perform services related to the Service, or to assist the Company in analyzing how the Service is used.
- **Service Provider** means any natural or legal person who processes the data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, to provide the Service on behalf of the Company, to perform services related to the Service or to assist the Company in analyzing how the Service is used.
- **Usage Data** refers to data collected automatically, generated either by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **Usage Data** refers to data collected automatically, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **Website** refers to **He Xi 2077's AI Daily**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **[He Xi 2077 AI Daily](https://ai.hubtoday.app/)**, accessible from `https://ai.hubtoday.app/`.
- **You** means the individual accessing or using the Service, or the company or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
## Collecting and Using Your Personal Data
## Collecting & Using Your Personal Data
### Types of Data Collected
### Types of Data We Collect
#### Personal Data
When using our Service, we may ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
When you're rockin' our Service, we might ask for some personal info that could totally help us get in touch or figure out who you are. This personal info might include, but isn't just limited to:
- Email address
- Usage Data
#### Usage Data
Usage Data is collected automatically when using the Service.
Usage Data? It's automatically scooped up when you're using the Service. Poof! ✨
Usage Data may include information such as your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique Device identifiers, and other diagnostic data.
Usage Data can spill the deets on things like your device's Internet Protocol address (think IP address), browser type and version, which pages of our Service you're checking out, when and how long you're chillin' on those pages, unique device IDs, and other techy diagnostic stuff. You get the idea! 🤓
When you access the Service via a mobile Device, we may automatically collect certain information, including, but not limited to, the type of mobile Device you use, your mobile Device unique ID, your mobile Device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique Device identifiers, and other diagnostic data.
If you're hitting up the Service on your mobile device, guess what? We might auto-collect some info! This includes, but isn't limited to, the type of mobile device you're rockin', its unique ID, its IP address, your mobile operating system, the mobile internet browser you're using, other unique device identifiers, and more diagnostic data. Pretty neat, huh?
We may also collect information that your browser sends when you visit our Service or when you access the Service via a mobile Device.
Your browser might also send us info when you're just chillin' on our Service or hitting it up on your phone, and yeah, we might collect that too. Just so you know!
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts, which are employed to collect and track information, and to improve and analyze our Service. The technologies we use may include:
### Tracking Technologies & Cookies
We're talkin' Cookies and other cool tracking tech! They're our go-to for keeping tabs on what's happening on our Service and stashing away some info. These bad boys include beacons, tags, and scripts, and we use 'em to collect and track data, plus make our Service even better and dig into how you use it. The tech we're using could include:
- **Cookies or Browser Cookies**: A Cookie is a small file placed on your Device. You can instruct your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if you do not accept Cookies, you may not be able to use some parts of our Service. Unless you have adjusted your browser setting to refuse Cookies, our Service may use Cookies.
- **Web Beacons**: Some sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear GIFs, pixel tags, and single-pixel GIFs). These web beacons allow the Company to, for example, count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
- **Cookies or Browser Cookies**: A Cookie? Think of it like a tiny file chillin' on your Device. You can totally tell your browser to kick all Cookies to the curb or to give you a heads-up when one's trying to sneak in. But, fair warning: if you're not cool with Cookies, some parts of our Service might not play nice. Unless you've already tweaked your browser settings to give Cookies the boot, our Service will likely be using them. Just sayin'!
- **Web Beacons**: Web Beacons? They're these tiny electronic files (also called clear GIFs, pixel tags, and single-pixel GIFs) you might find lurking in some parts of our Service or in our emails. They let the Company, for example, count folks who've checked out those pages or popped open an email, and help with other cool website stats (like how popular a section is, or making sure our systems and servers are running smooth). Pretty clever, right? 💡
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on your personal computer or mobile Device when you go offline, while Session Cookies are deleted as soon as you close your web browser.
Cookies come in two flavors: "Persistent" or "Session"! Persistent ones stick around on your personal computer or mobile device even when you're offline, while Session ones vanish the second you close your web browser. Poof! 💨
We use both Session and Persistent Cookies for the purposes set out below:
We use both Session and Persistent Cookies for these purposes, so listen up:
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are essential to provide you with services available through the Website and to enable you to use some of its features. They help to authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services that you have asked for cannot be provided, and we only use these Cookies to provide you with those services.
- **Purpose**: These Cookies are like the unsung heroes! They're super important for hooking you up with the services available through the Website and letting you use all its cool features. They also help us verify who you are and stop any shady business with user accounts. Seriously, without these Cookies, we can't deliver the goods you're asking for, so we only use 'em for that. They're non-negotiable! 💪
- **Cookies Policy / Notice Acceptance Cookies**
- **Cookies Policy / Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies identify if users have accepted the use of cookies on the Website.
- **Purpose**: These Cookies are basically our little reminder system! They just check if you've given us the thumbs up for using Cookies on the Website. Simple as that! ✅
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide you with a more personal experience and to avoid you having to re-enter your preferences every time you use the Website.
- **Purpose**: These Cookies are all about making your life easier! They let us remember your choices when you're cruising around the Website, like your login deets or what language you prefer. The whole point is to give you a super personalized experience, so you don't have to keep punching in your preferences every single time you visit. Pretty sweet, huh? 🌈
For more information about the Cookies we use and your choices regarding Cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
Wanna know more about the Cookies we use and what choices you have? Just pop over to our Cookies Policy or the Cookies section in this very Privacy Policy. We've got all the deets there! 👇
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
### How We Use Your Personal Data
The Company might totally use Personal Data for these cool purposes, so check it out:
- **To provide and maintain our Service**, including monitoring the usage of our Service.
- **To manage your Account**: to manage your registration as a user of the Service. The Personal Data you provide can give you access to different functionalities of the Service that are available to you as a registered user.
- **For the performance of a contract**: the development, compliance, and undertaking of the purchase contract for the products, items, or services you have purchased, or any other contract with Us through the Service.
- **To contact You**: To contact you by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products, or contracted services, including security updates, when these are necessary or reasonable for their implementation.
- **To provide you with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or enquired about unless you have opted not to receive such information.
- **To manage your requests**: To attend and manage your requests to Us.
- **For business transfers**: We may use your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We may use your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
- **To manage your Account**: This is all about handling your registration as a user of the Service. The Personal Data you drop helps us hook you up with all the cool features available only to registered users. Pretty sweet, right?
- **To perform a contract**: Think of this as us making sure we nail the purchase contract for whatever awesome products, items, or services you snagged, or any other deal you make with us via the Service. We've got you covered! ✔️
- **To contact you**: We might hit you up via email, phone calls, texts, or even push notifications from our mobile app! This is usually for updates or important info about the features, products, or services you've signed up for including those crucial security updates whenever it's necessary or makes sense. We'll keep you in the loop! 📲
- **To provide you with news**, sweet deals, and general info about other cool stuff we offer! This includes products, services, and events that are similar to what you've already bought or asked about, unless, of course, you've told us to keep quiet. No spam, promise! 📰
- **To manage your requests**: Basically, this is us handling and sorting out any requests you send our way. We're on it! 🚀
- **For business transfers**: If we ever do a big business shuffle think mergers, sell-offs, or a complete revamp we might use your info to make it happen. This could be part of a bankruptcy or liquidation too. In these cases, your Personal Data might be one of the assets that gets transferred. Just keepin' it real! 💼
- **For other cool purposes**: We might also use your info for things like crunching data, spotting trends in how folks use our Service, figuring out if our promos are hitting the mark, and generally just making our Service, products, marketing, and your overall experience even better. It's all about improving things for YOU! ✨
We may share your personal information in the following situations:
Your personal info? We might share it when:
- **With Service Providers**: We may share your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
- **For business transfers**: We may share or transfer your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business to another company.
- **With Affiliates**: We may share your information with Our Affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners**: We may share your information with Our business partners to offer You certain products, services, or promotions.
- **With other users**: When you share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed outside.
- **With your consent**: We may disclose your personal information for any other purpose with your consent.
- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact You.
- **For business transfers**: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of our business to another company.
- **With Affiliates**: We may share Your information with Our affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners**: We may share Your information with Our business partners to offer You certain products, services, or promotions.
- **With other users**: When You share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed outside.
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent. 🙏
### Retention of Your Personal Data
The Company will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
### How Long We Keep Your Personal Data
Your Personal Data? The Company will only hold onto it for as long as we totally need it for the purposes in this Privacy Policy. We'll keep and use your Personal Data if it helps us meet our legal duties (like obeying the law!), iron out any squabbles, and make sure our legal agreements and policies are followed. We're all about being compliant! ⚖️
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period, unless this data is used to strengthen the security or to improve the functionality of our Service, or we are legally obligated to retain this data for longer periods.
Usage Data? The Company also holds onto that for our internal geeky analysis stuff. Usually, Usage Data doesn't stick around long, unless it's helping us beef up security or make our Service even cooler, or if the law says we gotta keep it for longer. Gotta follow the rules! 🤓
### Transfer of Your Personal Data
Your information, including Personal Data, is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this information may be transferred to and maintained on computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of your jurisdiction.
### Transferring Your Personal Data
Your info (yep, including your Personal Data!) gets processed right here at the Company's operating offices, plus anywhere else the folks doing the processing hang out. Heads up: this means your info might get shipped off and stored on computers located outside of your state, province, or even country where the data protection laws might be totally different from yours. Wild, right? 🌎
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
By giving a thumbs up to this Privacy Policy and then hitting submit with your info, you're essentially saying "yep, I'm cool with that transfer!" So, consider yourself clued in. 😉
The Company will take all steps reasonably necessary to ensure that your data is treated securely and in accordance with this Privacy Policy, and no transfer of your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of your data and other personal information.
The Company is gonna take every reasonable step to make sure your data is handled safely and totally aligns with this Privacy Policy. And listen up: we won't transfer your Personal Data to any organization or country unless we're darn sure there are awesome security controls in place for your data and other personal info. Your safety first! 🛡️
### Delete Your Personal Data
You have the right to delete or request that we assist in deleting the Personal Data that we have collected about you.
### Deleting Your Personal Data
You've totally got the right to delete your Personal Data that we've collected, or hit us up to help you do it! It's your data, after all. 🗑️
Our Service may give you the ability to delete certain information about yourself from within the Service.
Our Service might let you delete some of your info directly from within the Service itself. Pretty handy, right?
You can update, modify, or delete your information at any time by logging into your account (if you have one) and visiting the account settings section that allows you to manage your personal information. You may also contact us to request access to, correct, or delete any personal information that you have provided to us.
You can totally update, change, or delete your info anytime! Just hop into your Account (if you've got one) and swing by the account settings where you can manage your personal deets. Or, hey, just hit us up directly to ask for access, corrections, or deletion of any personal info you've given us. We're here to help! 🤝
Please note, however, that we may need to retain certain information when we have a legal obligation or a lawful basis to do so.
Just a heads-up though: we might need to hang onto some info if we've got a legal duty or a good reason to. Fair's fair!
### Disclosure of Your Personal Data
### When Your Personal Data Gets Disclosed
#### Business Transactions
If the Company is involved in a merger, acquisition, or asset sale, your Personal Data may be transferred. We will provide notice before your Personal Data is transferred and becomes subject to a different Privacy Policy.
Your Personal Data might get shuffled around if the Company's involved in a big business deal like a merger, acquisition, or selling off assets. But don't sweat it! We'll give you a heads-up before your Personal Data gets transferred and falls under a whole new Privacy Policy. We believe in transparency! 📣
#### Law enforcement
In certain circumstances, the Company may be required to disclose your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency).
#### Law Enforcement
The Company might have to spill your Personal Data in certain situations, like if the law demands it, or if a public authority (think court or government agency) sends over a valid request. It's just how the cookie crumbles sometimes! 🚔
#### Other legal requirements
The Company may disclose your Personal Data in the good faith belief that such action is necessary to:
- Comply with a legal obligation
#### Other Legal Stuff
The Company might totally reveal your Personal Data if we honestly believe it's necessary to:
- Play by the legal rules
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing in connection with the Service
- Protect the personal safety of users of the Service or the public
- Protect the personal safety of Users of the Service or the public
- Protect against legal liability
### Security of Your Personal Data
The security of your Personal Data is important to us, but remember that no method of transmission over the Internet, or method of electronic storage, is 100% secure. While we strive to use commercially acceptable means to protect your Personal Data, we cannot guarantee its absolute security.
### Keeping Your Personal Data Safe
Keeping your Personal Data super safe is a big deal to us! But let's be real: no way of sending stuff over the Internet or storing it electronically is totally, 100% bulletproof. While we bust our butts using commercially acceptable ways to guard your Personal Data, we just can't promise it'll be absolutely, perfectly secure. We're doing our best! 🤞
## Children's Privacy
Our Service does not address anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under the age of 13. If you are a parent or guardian and you are aware that your child has provided us with Personal Data, please contact us. If we become aware that we have collected Personal Data from anyone under the age of 13 without verification of parental consent, we will take steps to remove that information from our servers.
## Kiddo Privacy
If we need to rely on consent as a legal basis for processing your information and your country requires consent from a parent, we may require your parent's consent before we collect and use that information.
Our Service isn't for anyone under 13 years old. Period. We're not intentionally collecting personal info from anyone that young. Hey, parents or guardians: if you find out your kiddo has given us Personal Data, please hit us up! If we discover we've accidentally snagged Personal Data from anyone under 13 without a parent's OK, we'll totally zap that info from our servers. Promise! 🚫🧒
If we ever need your consent as the legal green light to process your info, and your country says a parent's gotta give the OK, then yep, we might ask for your parent's consent before we even touch that info. Just making sure we're on the up and up! 👨‍👩‍👧‍👦
## Links to Other Websites
Our Service may contain links to other websites that are not operated by us. If you click on a third-party link, you will be directed to that third party's site. We strongly advise you to review the Privacy Policy of every site you visit.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
Our Service might have links that take you to other websites that aren't run by us. If you click one of those third-party links, boom! You're off to their site. Seriously, we super recommend you check out the Privacy Policy of *every* site you visit. Stay safe out there! 🔗
## Changes to this Privacy Policy
We may update our Privacy Policy from time to time. We will notify you of any changes by posting the new Privacy Policy on this page.
Heads up: we've got zero control over, and take no responsibility for, the content, privacy policies, or practices of any third-party sites or services. Just keeping it real! 🚫
We will inform you via email and/or a prominent notice on our Service before the change becomes effective, and update the "Last updated date" at the top of this Privacy Policy.
## Changes to This Privacy Policy
It is advised that you review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
We might tweak our Privacy Policy from time to time. If we do, we'll totally let you know by slapping the new Privacy Policy right here on this page. Easy peasy! 👍
## Contact Us
If you have any questions about this Privacy Policy, you can contact us:
Before the changes kick in, we'll give you a heads-up via email and/or a big, noticeable announcement on our Service. And yep, we'll update that "Last updated date" right at the top of this Privacy Policy. You won't miss it! 🔔
📧 **Email**: [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
Changes to this Privacy Policy go live the moment they hit this page. So, it's a good idea to peek at this Privacy Policy every now and then to catch any updates. Don't be a stranger! 👀
## Hit Us Up! 🤙
Got questions about this Privacy Policy? No sweat! You can hit us up like this:
- 📧 **Email**: [justlikemaki@qq.com](mailto:justlikemaki@qq.com)

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@@ -10,44 +10,44 @@ sidebar:
---
Hey there! Welcome to this website (which we'll call "**the Site**" or "**we**"). These Terms of Service are super important, so give 'em a good read before you get started. By hitting up or using the Site, you're totally agreeing to and accepting everything here. Welcome aboard! 👋
Hey there! Welcome to our site. Before you dive in, please take a moment to read these Terms of Service. By using or accessing our site, you're totally agreeing to these terms.
## 1. Our Services in a Nutshell
The Site offers a bunch of cool stuff for users, like paid subscription content and member services. This includes, but isn't limited to, blog posts, exclusive resources, e-books, and community interaction. Just a heads-up, some content is only for our awesome subscribers. 🚀
## 1. Services Overview
Our site offers users paid subscription content and member services. Think blog posts, exclusive goodies, e-books, and community vibes! 😉 Just so you know, some content is only for our awesome subscribers.
## 2. User Registration & Accounts
* Users need to toss in a valid email address and whip up a password to register for an account.
* Users are totally responsible for their account's security and all the shenanigans that happen under it. Seriously, **don't** transfer or share your account, ever! 🚫
* The Site has the right to **pause or terminate** a user's account if they go against these terms. Just sayin'.
- To sign up, you'll need a valid email address and a password.
- You're totally responsible for your account's security and anything that happens on it. And hey, no transferring or sharing your account that's a big no-no! 🚫
- If you break these terms, our site has the right to temporarily suspend or even shut down your account.
## 3. Paid Subscription Services
* Subscription services are billed on a monthly/annual basis, and you'll see the exact cost clearly laid out on the checkout page.
* All payments go through third-party payment platforms (think Stripe, PayPal, etc.). FYI, the Site doesn't store any of your payment info we're all about security! 🔐
* Subscriptions will **auto-renew**, so unless you cancel before your current billing cycle wraps up, it'll keep going!
* Refunds? Nope, generally **no refunds** after payment, unless the law says otherwise or it's specifically mentioned in a special promo. Just so we're clear! 💸
- Subscription services are billed either monthly or annually. You'll see the exact cost clearly laid out on the checkout page.
- All payments go through secure third-party platforms (like Stripe, PayPal). Don't worry, we don't store any of your payment info ourselves your privacy is key! 🔒
- Heads up: your subscription will automatically renew. Just make sure to cancel before the current billing cycle ends if you don't want it to.
- Once you've paid, generally, no refunds are given. The only exceptions are if the law says so, or if we explicitly state it for a special promotion.
## 4. Content Usage & Intellectual Property
* All original content is **copyrighted by the Site**, so hands off! You can't copy, reproduce, or use it for commercial purposes without permission. That's the deal! ©️
* Users only get **non-exclusive, non-transferable access** to the content, strictly for personal learning and reading. Keep it personal, folks! 🤓
* Commercial use or extensive quotation? If you're looking to do that, you'll need to hit up the Site to get proper authorization. Don't be shy! 📩
## 4. Content Use & Intellectual Property
- All the cool original content you see here? It's all copyrighted by our site. So, no copying, reprinting, or using it for commercial stuff without our permission, okay? That's a big no-go!
- You're getting non-exclusive, non-transferable access. Basically, it's just for your personal learning and reading no sharing or selling this access!
- If you wanna use our stuff commercially or cite a bunch of it, just hit us up for permission first.
## 5. User Conduct Guidelines
* It's a big **NO-NO** to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Play nice, people! 🛑
* It's also forbidden to mass download, crawl, or crack member content using any tech tricks. Seriously, don't even try it. 🙅‍♀️
* The Site has the power to yank inappropriate content and **ban rule-breaking users**. Consider yourself warned! 🚨
- It's a big no-no to upload, post, or spread anything illegal, harassing, fake, offensive, or content that messes with other people's rights.
- And seriously, don't even *think* about bulk downloading, crawling, or trying to crack our member content with tech tricks.
- Our site has the right to yank any inappropriate content and totally ban users who don't play by the rules. Poof! 👋
## 6. Service Changes & Interruptions
* We reserve the right to change, suspend, or totally stop some or all of our services at any time, without giving you a heads-up. That's just how it is! 🤷‍♀️
* The Site is **not liable for compensation** if content is temporarily unavailable due to things beyond our control, like force majeure, server glitches, or third-party service interruptions. Bummer, but true.
- Just so you know, we can change, pause, or totally stop any or all of our services whenever we want, without a heads-up. It's our show! 😉
- Think of it like this: if Mother Nature, a server glitch, or another service decides to throw a wrench in things and you can't access content for a bit, our site isn't on the hook for any compensation. Bummer, we know! 🤷‍♀️
## 7. Disclaimer
* The info the Site dishes out is just for reference and **doesn't count as** any kind of professional advice (like financial, legal, medical, etc.). Don't take it as gospel! 📖
* The Site is **not responsible at all** for any direct or indirect losses you might rack up from using our content or services. Just a heads up!
- The info you find on our site? It's just for reference, folks! 🤓 It's definitely *not* professional advice so don't take it as financial, legal, medical, or any other kind of expert guidance.
- Bottom line: our site isn't responsible for any direct or indirect losses you might run into from using our content or services. Just sayin'! 😉
## 8. Governing Law
* These Terms of Service are governed by and interpreted according to the laws of the State of California, USA, without regard to its conflict of law principles. So, California law is the boss here! ⚖️
* Any disputes popping up from or related to these terms? Both parties should try to hash things out amicably first. If that doesn't work, you agree to take it to the courts in Santa Clara County, California, which have jurisdiction. Let's hope it doesn't come to that! 🙏
These Terms of Service are all about the laws of California, USA. We're playing by their rules, no matter what other legal stuff is out there.
If any disputes pop up because of these terms, we should totally try to sort it out nicely first, right? Like, a friendly chat! But if that doesn't work out, you agree to let the courts in Santa Clara County, California, handle it. They've got the jurisdiction, so that's where we'll go. ⚖️
## 9. Get In Touch
* Questions about these terms? If you've got 'em, hit us up using the deets below:
* 📧 **Email**: [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
## 9. Contact Us
- Got questions about these terms? No worries! Just hit us up using the info below:
- 📧 **Email**: [justlikemaki@qq.com](mailto:justlikemaki@qq.com)