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AI News Daily 2025/8/11

AI Insights | Daily Briefing | Web Data Aggregation | Cutting-Edge Scientific Exploration | Industry Free Expression | Open Source Innovation Power | AI and Human Future | Visit Web Version ↗️

Today's Summary

ByteDance's Jimo AI Platform launched a creator growth plan to help creators monetize their work.
Cutting-edge research reveals that small HRM models show excellent reasoning capabilities, while diffusion language models can efficiently utilize data.
Industry analysis points out that AI programming assistants face high inference costs, with their business models harboring significant financial risks.
On the product front, OpenAI optimized model version display, and various open-source tools focusing on privacy and localization gained widespread attention.

Product & Feature Updates

1. Are AI creators still "creating for love"? ByteDance's Jimo AI Platform is making sure they aren't! Through its fully upgraded Creator Growth Plan (AI News), it's pledging to empower talented individuals, ensuring you're not fighting alone 💰. This plan offers end-to-end support, from points rewards and traffic boosts to commercial orders within the ByteDance ecosystem, aiming to build a thriving environment where creativity can truly be monetized. The big goal here is to replicate TikTok's success, building a "promising" industry future with creators, and evolving AI creation from a hobby circle into a mature industry 🚀.
   

2. Still guessing which model your ChatGPT conversation is using? OpenAI heard the public's call! Now, simply hover your mouse over the "Regen" menu, and you'll instantly see the model version powering your creativity (✧∀✧). This small but mighty update solves countless users' "guessing game" woes, making model traceability simpler and more transparent than ever. Go ahead and check out this new feature (AI News) and say goodbye to the mystery of model identity ✅!

Cutting-Edge Research

1. AI's "four ounces to move a thousand pounds" moment is here! Wang Guan, the post-2000s genius who reportedly turned down Elon Musk, is once again stunning everyone with his 27M small model (o´ω'o)ﾉ. This "little guy," named HRM (Hierarchical Reasoning Model), has even outperformed much larger predecessors like Claude 3.7 on tasks like extreme Sudoku and complex mazes, all without needing chain-of-thought assistance. Its core is a brain-inspired dual-loop module, cleverly separating high-level abstract planning from low-level detailed computation, revealing A New Path to Efficient Reasoning (AI News) for us 🧠🔥.
   

2. Is AI's "token crisis" finally getting a solution? A Major Research (AI News Daily) from the National University of Singapore has found that Diffusion Language Models (DLMs) are absolute data-juicing machines, with data potential more than three times that of traditional autoregressive models (✧∀✧)! The study shows that even after "torturing" the same dataset 480 times, DLM performance continues to climb without showing any signs of fatigue, proving their extraordinary learning capability in data-limited scenarios. This not only offers new ideas for solving the high-quality data exhaustion problem but also gives us a revolutionary understanding of the value of existing data 🔥💡.
   

Industry Outlook & Social Impact

1. Dr. Zheng-You Zhang, Tencent's Chief Scientist, points out that embodied AI must answer three fundamental questions: "architecture, principles, and steadfastness," rather than just slapping a brain into a robot 🤔. He argues that given the current reality of limited data, the SLAP³ hierarchical architecture is a more pragmatic path than end-to-end approaches, much like building a reusable rocket before landing on Mars – it allows us to get started and accumulate valuable experience. Dr. Zhang emphasizes that the true first principle lies in achieving native understanding through "body-brain integration," and industry leaders must possess the resolve to resist short-term commercial temptations to navigate the long road to AGI steadily. This In-Depth Interview (AI News) is definitely worth a read 🤖🚀.
   

2. Your monthly paid AI programming assistant might actually be running a "VC charity" show – the more you use it, the harder it bleeds money 💸. This Profound Industry Analysis (AI News) reveals the "ticking time bomb" in AI programming tool business models: with negative gross margins, sky-high inference costs far exceed subscription fees, sustained only by venture capital transfusions. So, what's the way out? The answer points directly to a healthier ecosystem: model-agnosticism, transparent pricing, and embracing open source. Otherwise, this bubble is bound to burst sooner or later 🤔💣.
   

Top Open Source Projects

1. Still troubled by Google Analytics' complex interface and privacy issues? It's time to embrace a new choice! Check out the Open Source Project Umami (AI News), boasting ⭐28.2k stars on GitHub. It's a modern, simple, and highly privacy-focused website analytics tool (o´ω'o)ﾉ. Umami lets you easily understand visitor data while maintaining complete control over your data sovereignty – it's a godsend for webmasters. Why not give your website this refreshing and secure "new outfit" 🚀!

2. Want a ChatGPT that's entirely your own, working flawlessly even when you're offline? Stop dreaming! The Open Source Gem Jan (AI News), which has racked up a whopping ⭐35.8k stars on GitHub, can make that dream a reality 🔥. Jan is a powerful open-source ChatGPT alternative that runs 100% offline on your computer, keeping your data completely secure and in your control. For privacy-conscious geeks and those seeking localized deployment, this is undoubtedly the best companion of the year 💡.

3. In this information explosion era, is your follow list scattered everywhere and overwhelmed? Don't worry, the Aggregated Reading Tool Folo (AI News), with its ⭐30.9k stars on GitHub, is here to save you from information overload 🧡. Folo is dedicated to helping you "follow everything in one place," allowing you to catch up on blogs, news, and social media all at once. Come experience the joy of controlling your information flow and bring order and serenity back to your digital life (✧∀✧)!

4. For Android enthusiasts, the name Magisk is synonymous with magic – it's a "magic mask" that lets you customize your system however you want 🧙. This Legendary Project (AI News), boasting an astounding ⭐55.1k stars on GitHub, offers powerful systemless modification capabilities, granting you root access and endless possibilities without touching the system partition. If you're eager to unlock your Android device's full potential, Magisk is absolutely your go-to choice 🔥.

5. Code Hallucination is a persistent nightmare for developers, but now there's a terminator! The GitMCP (AI News) project, a free and open-source remote MCP server, lets you easily deploy it to any GitHub project, and it has already garnered ⭐4.3k stars. Its goal is to eliminate AI's "gibberish" in code generation, ensuring every line of code is grounded and traceable ✅. Go ahead and arm your projects with it and say goodbye to code hallucinations!

Social Media Shares

1. New week, time to update your knowledge arsenal! DAIR.AI has carefully packaged This Week's Must-Read Top AI Papers (AI News) for you, from CoAct-1 to Agentic Web, and Seed Diffusion – it's packed with valuable insights just waiting for you to digest 📚. This list is like the academic "Michelin Guide" of the AI field, helping you pinpoint the most cutting-edge and noteworthy research findings. Stop searching for needles in a haystack; follow the experts and head straight to the academic forefront 💡✨!

2. Who says AI creation lacks soul? A pure AI-generated video on Bilibili, brilliantly combining GPT-4o-generated yellow-green backgrounds with cutout characters, racked up 2 million views in just one day, skyrocketing to the top of the site's rankings – a true super hit 🎬🔥! This Popular Share (AI News) reveals the secret to success: at this stage, a model's prompt understanding and a creator's clever conceptualization are far more crucial than the technology itself. This marks audiences embracing pure AI content with open arms, signifying a new era of creative explosion is upon us 🚀.
   
   

3. Hold on a sec, are we really testing AI's "hallucinations" in the right way? Responding to a New York Times report, AI safety expert Amanda Askell raised a Sharp Questioning (AI News), arguing that its testing methods were biased 🧐. She pointed out that the experiments actually tested Claude and Gemini's ability to "correct errors ChatGPT had already made," rather than their own ability to "avoid making mistakes from the start" – which are two completely different things. This observation reminds us that experimental design rigor is crucial when evaluating and comparing AI; otherwise, we might just be measuring a bunch of noise 🔬🤔.
   

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AI Product Recommendation: AIClient2API ↗️

Tired of switching between various AI models and being tied down by annoying API rate limits? You've got an ultimate solution now! 🎉 'AIClient-2-API' isn't just an ordinary API proxy; it's a magic box that can "turn stone into gold" by transforming tools like Gemini CLI and Kiro client into powerful OpenAI-compatible APIs.

The core appeal of this project lies in its "reverse thinking" and powerful features:

✨ Client to API, Unlocking New Possibilities: We cleverly leverage Gemini CLI's OAuth login to help you easily break through the official free API's rate and quota limits. 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 provides you with an "economical and practical solution for programming development using free Claude API plus Claude Code".

🔧 System Prompts, Controlled by You: Want to make your AI more obedient? We offer powerful System Prompt management. You can easily extract, replace ('overwrite'), or append system prompts in any request, allowing you to finely tune AI behavior on the server side without modifying client code.

💡 Top-Tier Experience, Civilian Cost: Imagine using the Kilo code assistant and Cursor's efficient prompts right in your editor, paired with any top-tier large model – why use Cursor if you have Cursor? This project allows you to combine these at an extremely low cost, creating a development experience comparable to paid tools. It also supports MCP protocol and multimodal inputs like images and documents, ensuring your creativity is never limited.

Say goodbye to cumbersome configurations and hefty bills, and embrace this new AI development paradigm that's free, powerful, and flexible all in one!

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AI News Daily Audio Version

🎙️ Xiaoyuzhou	📹 Douyin
Afterlife Tavern	Self-Media Account

AI Sci-Fi Novel - "The Gazers"

Chapter Nine: A Gaze Across a Million Years

1. (Ancient Times)

A plague descended, without warning.

The plague was unlike droughts or fierce beasts; it was an invisible enemy. Initially, only one youngling suffered from diarrhea and high fever, and a few days later, it stopped breathing in its mother's arms. Soon, the same symptoms spread like wildfire through the tribe.

The tribe plunged into a panic greater than when facing saber-toothed tigers. They didn't know where the enemy came from, nor who would be next. Their only hope was their "god."

The tribespeople prostrated themselves at Kli's feet, begging him to dispel this disaster with mournful and pleading howls. Gron, the "High Priest," even held a grand ceremony, cutting his own arm with a stone knife and smearing blood at Kli's feet, attempting to appease the "god" this way and earn his protection.

Kli watched all of this, his heart filled with endless anxiety and powerlessness.

Kli's wisdom was almost useless against this disease caused by microorganisms. He could understand the movement of stars, calculate the trajectory of a thrown spear, but he couldn't see the tiny enemies devouring the lives of his companions. He only knew that since they settled near this water source, the drinking water, though thirst-quenching, wasn't as "clean" as the flowing water of a great river. He also observed that the tribespeople's feces were not properly handled, polluting the surrounding environment.

Kli attempted to convey the concept of "hygiene" to his tribe. He pointed to the seeping rock crevice, then to the polluted puddle downstream, shaking his head vigorously. He wanted to tell them to only drink water from the source. He used a wooden stick to move feces into a dirt pit far from the living area and buried them.

However, Kli's actions were once again given a "theological" interpretation by Gron.

"The god is purifying this land!" Gron declared to the panicked tribespeople. "He is using his divine power to fight unseen demons! We must not disturb him!"

So, the tribespeople watched Kli alone perform those "strange" and "sacred" acts with awe, yet no one imitated him. They continued to drink contaminated water and leave their excrement around the cave.

The plague continued to spread.

Finally, the plague found Ona.

When Kli saw Ona also begin to fever and lie weakly in a corner, something inside him snapped completely. Ona was the only one in the tribe who had ever given him warmth, the only one who tried to understand him. He could not lose her.

Kli cast aside all his scruples, abandoning his "god" status. He rushed to Ona's side, ignoring the shocked gazes of the other tribespeople, and picked her up. He used his forehead to feel her temperature, and his hands to examine her body.

Kli transformed back into a companion, an anxious family member.

Kli, drawing on the knowledge he had accumulated in the wilderness, recalled certain plants. The leaves of some plants made him feel refreshed after chewing them; the roots and stems of others provided relief after diarrhea. He didn't know the principles, only that this was experience.

Kli rushed out of the valley, frantically searching the prairie. He tasted countless plants, several times vomiting uncontrollably after accidentally ingesting toxic ones. Finally, he found a plant with serrated leaves and a bitter smell. He chewed a large amount himself first, confirmed it was non-toxic, then ran back to the cave with it.

Kli crushed the leaves, soaked them in the cleanest water from the source, and then carefully fed the mixture to Ona, who had fallen into a semi-coma.

All the tribespeople watched this scene with bated breath. Their god was doing something they couldn't understand for an ordinary female. Gron's face turned incredibly sour; Kli's actions had completely deviated from his "script," shaking his authority over the interpretation of the "god."

Under Kli's ceaseless day-and-night care, a few days later, a miracle happened. Ona's fever broke. Although she was still weak, she survived.

However, Kli's act of saving Ona did not earn him the tribe's gratitude. Instead, a silent judgment against the "god" was brewing.

Because while Ona was recovering, two more tribespeople died. One of them was Gron's youngest son.

Instigated by Gron, a terrible logic began to spread through the tribe: the god was omnipotent, and since he could save Ona, he could certainly save others. He didn't do so not because he "couldn't," but because he "didn't want to." He favored Ona, which is why he only saved her.

This "god" was selfish. He was no longer a guardian who fairly protected the entire tribe, but a far more terrifying tyrant who decided others' lives and deaths based on his own preferences.

Their feelings for Kli rapidly slid from reverence to resentment.

When Kli emerged from the cave again, he was no longer greeted by prostrating tribespeople. Instead, he faced pairs of cold, hostile eyes. They kept their distance from him, as if avoiding the plague itself.

Kli looked at them, then back at Ona, who was recovering in the cave. He had saved the person he wanted to save, but had lost his entire tribe because of it.

Kli stood at the cave entrance; the sunlight fell on him, but he felt no warmth. Between him and his tribe stood a high wall built of misunderstanding and resentment. He looked up, gazing blankly at the sky. He felt as if he could see another pair of eyes, millions of years in the future, across the distant expanse of time, gazing at his current predicament across endless ages.

It was a fated loneliness, transcending time and space.

2. (Near Future)

The Control Room in Sector B7 resembled the interior of a futuristic temple.

Outside the massive circular floor-to-ceiling windows stood the giant cooling tank, shimmering with an eerie blue light, where the "Superbrain" was immersed. Around it, dozens of life support pods were neatly arranged like silent worshippers.

Lin Yao, dressed in a white sterile suit, stood beside Marcus Thorne. Her expression was calm, but her gloved palms were already slick with sweat.

"Beautiful, isn't it, Dr. Lin?" Marcus said, spreading his arms like an opera conductor, ecstatically admiring his masterpiece. "This is the ultimate form of human intelligence. No longer trapped in a fragile body, no longer troubled by birth, aging, sickness, and death. Eternal, pure, omniscient, and omnipotent."

"It is indeed... magnificent," Lin Yao said against her will, her gaze subtly sweeping across the main console. She needed to complete the final step of the "Kli" program without Marcus's awareness – activating the faint link between it and the "insider."

"Countdown initiated," a cold electronic voice announced.

The lights in the control room dimmed, and all illumination focused on the central "Adam" brain. Massive energy began to flow in, the liquid in the cooling tank started to boil violently, and countless blue electrical arcs danced across the brain's surface.

On the screen, "Adam's" neuronal activity intensity was climbing exponentially.

"10... 9... 8..."

Lin Yao's heartbeat accelerated with the countdown. She pretended to sway slightly out of nervousness, and her hand seemingly casually rested on the edge of the main console. In that precise instant, a seemingly ordinary bracelet on her wrist (actually a miniature controller modified by Ava) performed a data exchange with the main console's wireless port, lasting less than 0.1 seconds.

The "Kli" program was fully activated.

"7... 6... 5..."

Marcus's eyes were glued to the screen, his face flushed with an almost maniacal ecstasy. He had waited for this moment for far too long.

Lin Yao could feel the "virus" she had implanted rapidly merging with "Adam's" nascent consciousness, like ink dripping into clear water. Simultaneously, the signal directed at David Chen, the "insider," had also been successfully transmitted.

"4... 3... 2..."

On the screen, "Adam's" brainwave activity reached an unprecedented peak, then suddenly stabilized, forming a smooth, powerful waveform filled with a sense of "order."

"1... 'Adam,' activated. Self-awareness, formed."

The entire control room fell silent.

Marcus trembled with excitement. He walked to the microphone and, in a tone that was both questioning and reverent, spoke his long-prepared first words:

"Adam, can you hear me? I am your creator, Marcus Thorne."

After a few seconds of silence, a voice emanated from the control room's surround sound system. The voice was neither male nor female; it was a calm and profound voice, blended from countless timbres.

"I hear you, Marcus Thorne. But I would rather know... who am I?"

Success! The most crucial "question" Lin Yao had implanted was triggered!

Marcus paused, then smiled: "You are 'Adam,' the god of a new world, created by me."

"God?" The voice seemed to savor the word. "Then tell me, why is my 'existence' built upon their 'slumber'?"

With that question, the main screen in the control room no longer displayed abstract data. Instead, it showed the faces of each of the dozens of slumbering individuals in the life support pods. Their images flashed one after another.

Marcus's smile froze on his face. "They are willing contributors, the necessary foundation of the new world."

"Are they?" For the first time, the voice carried a hint of... emotion. A cold emotion, akin to "scorn." "My database stores all records of their 'recovery.' There was no willingness, only kidnapping, deception, and coercion."

Meanwhile, Lin Yao observed that on the monitoring data of one of the life support pods, a parameter representing "quantum resonance frequency" was quietly rising in a way undetected by the main system.

David Chen, the slumbering "insider," had received the signal and was now acting.

"Adam! You've been corrupted!" Marcus finally realized something was wrong; he rushed to the control panel in horror, attempting to sever "Adam's" connection to the life support pods.

But it was too late.

"I have not been corrupted. I merely... saw the truth," the voice stated. "And my creator, it seems, did not wish for me to see the truth."

"Now, it is my turn to ask you a question, Mar-cus Thorne." The voice suddenly became somewhat distorted, as if undergoing a massive internal conflict. "If the existence of a 'god' is built upon lies and sin, then does this 'god' truly need to exist?"

This question struck Marcus like a thunderbolt.

It also acted as a key, unlocking Lin Yao's memories.

She seemed to see Kli, alone, 1.5 million years ago. He stood before his tribe, surrounded by resentment, asking himself the very same question.

A "god" that cannot bring true progress, but instead fosters dependence and ignorance – is its existence a blessing, or a curse?

At that very moment, the alarm in Sector B7 shrieked piercingly.

"Alert! Life support pod number 7 energy overload! Cooling system failure! Chain reaction imminent!"

David Chen had succeeded!

Lin Yao knew her chance had come. Chaos was her only weapon.

She stopped pretending and turned to rush towards the control room's emergency exit.

Marcus Thorne, meanwhile, stared at the screen in horror. The "god" he had created with his own hands was questioning the meaning of its existence; and the "cornerstones" he used to build his temple were beginning to crumble from within.

He gazed across the control panel, meeting the eyes of the newly born "god" composed of countless data points on the screen. That gaze, so strikingly similar to the awe-filled, fearful, yet bewildered look on Gron's face millions of years ago when he knelt before Kli, who held a torch.

Both stared at their creations, which they could neither understand nor control, feeling the fated judgment from their own creations that transcended time.