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<h2> Introduction </h2> <p>Through <a href="https://dev.to/hiroki-kameyama/fine-tuning-domain-specializing-models-with-lora-180g">Chapter 6 (Fine-tuning)</a>, we focused on improving a single AI system. This chapter introduces <strong>multi-agent</strong> design, where multiple Agents collaborate on complex tasks.</p> <p>Our previous Agent implementations used a "one Agent does everything" approach. For complex tasks, putting all responsibility on a single Agent has limits.<br> </p> <div class="

<h1> 10 paper AI nổi bật nhất trên Hugging Face hôm nay: xu hướng mới về agent, đánh giá, suy luận và hạ tầng mô hình </h1> <p>Hôm nay, danh sách paper được cộng đồng Hugging Face upvote cao nhất cho thấy một bức tranh khá rõ về hướng đi của AI hiện tại: <strong>agent tự trị</strong>, <strong>benchmark/evaluation sát thực tế hơn</strong>, <strong>tối ưu hạ tầng suy luận</strong>, và <strong>các cách biểu diễn mới ngoài fine-tuning truyền thống</strong>.<br><br> Trong bài viết này, mình sẽ tóm tắ

<p>Exclusive: £20bn of ‘potential’ £30bn AI investment touted by UK ministers appears to have been hypothetical</p><p>It was to be the biggest undertaking in Britain for OpenAI, the company behind ChatGPT. Stargate UK – a multibillion-pound UK datacentre project –<strong> </strong>would represent “a major step forward in the US-UK technology partnership”.</p><p>But the <a href="https://www.theguardian.com/technology/2026/apr/09/openai-pulls-out-of-landmark-31bn-uk-investment">plans were paused i

Our weekly science news roundup. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Over the past week, a new fanworks movement has kicked off, with the aim to root out authors using generative AI. But the detection methods being implemented are questionable, and any fanfic writer could be caught in the crossfire. Broad distaste around the use of Claude, ChatGPT, and other AI tools has long been a […]

Article URL: https://roburie.substack.com/p/why-ai-doesnt-think-cannot-reason Comments URL: https://news.ycombinator.com/item?id=48784753 Points: 2 # Comments: 4

Article URL: https://github.com/JingbiaoMei/Tokdash Comments URL: https://news.ycombinator.com/item?id=48784739 Points: 1 # Comments: 0

Midjourney is asking the court to get Disney, Warner Bros. and Universal to submit information on their AI use.

ProxyBoy is a man-in-the-middle (MITM) HTTP/HTTPS proxy that captures, inspects, and modifies network traffic — similar to Charles Proxy, Fiddler, or Proxyman. What makes it different is the embedded AI assistant powered by the GitHub Copilot SDK, which can analyze traffic, create rules, and help debug network issues conversationally. Comments URL: https://news.ycombinator.com/item?id=48784551 Points: 1 # Comments: 0

“In the future, the relationship between humans and robots will deepen, and the distinction between them will probably disappear.” This prediction, from one of the attendees at the recent Humanoids Summit in Tokyo , might have been unremarkable had it not come directly from an android that was first introduced to the world 20 years ago. Geminoid HI-6 is the sixth-generation of a robot originally designed in 2006. The mechanical twin of Osaka University professor Hiroshi Ishiguro , Geminoid HI-6

Bring all your sources into a visual space, ask questions with full context, branch LLM conversations, and go deep on YouTube videos / research papers to build your knowledge canvas. Comments URL: https://news.ycombinator.com/item?id=48784470 Points: 3 # Comments: 1

<!-- SC_OFF --><div class="md"><p>I've been trying to come up with a solution for keeping extremely long ai sessions coherent. Sometimes there is too much substance to risk compaction. With so much buzz around diffusion going on it got me thinking, what if we treat the context like a progressive render, blurry>sharp.</p> <p>The practical way to make text "blurry" is compression. This is a "diffusion inspired" system which borrows the coarse-to-fine process, not the formal math. It uses semantic

Article URL: https://catz.io Comments URL: https://news.ycombinator.com/item?id=48784445 Points: 1 # Comments: 0

Article URL: https://www.thetransmitter.org/publishing/scientists-decry-conferences-use-of-hidden-prompts-to-snare-ai-peer-reviews/ Comments URL: https://news.ycombinator.com/item?id=48784384 Points: 1 # Comments: 0

Article URL: https://finance.yahoo.com/technology/ai/articles/jersey-mike-ipo-illustrates-bad-201159743.html Comments URL: https://news.ycombinator.com/item?id=48784339 Points: 5 # Comments: 3

Article URL: https://aicoloringpagegenerator.org/ Comments URL: https://news.ycombinator.com/item?id=48784304 Points: 1 # Comments: 0

Article URL: https://aivideodetector.video Comments URL: https://news.ycombinator.com/item?id=48784303 Points: 1 # Comments: 0

AssistantAI is an experimental open-source project exploring real-time desktop AI. It listens to a selected application, provides real-time conversation hints using a document as context, and also supports configurable screenshot analysis. A short demo is available here: Demo: https://www.loom.com/share/1f12da03d66747c0bf30bc3388b3cd66 Comments URL: https://news.ycombinator.com/item?id=48784297 Points: 1 # Comments: 0

Article URL: https://github.com/broxhq/qpilot Comments URL: https://news.ycombinator.com/item?id=48784269 Points: 2 # Comments: 3

I’m a psychologist, not a developer. Over the past few months, I used Google AI Studio to build Psycurate.com Why? The digital mental health space has become exhausting—too many great tools are buried under aggressive monetization, mandatory tracking, and corporate bloat. This website wants to be an accessible alternative. What Psycurate is about: * Privacy First: A space specifically for tools that respect the person using them. Tools that do not harvest data. * A directory where anyone can dis

<pre style='white-space:pre-wrap;width:81ex'>refactor(agents): require one resolved capability profile per run (#99817) applyFinalEffectiveToolPolicy and collectAttemptExplicitToolAllowlistSources took ~15 raw identity params each and silently re-resolved a second capability profile when callers forgot to pass one — with divergent session inputs (attempt allowlist sources resolved policy off the live session key while tool construction used the sandbox policy key). The profile param is now requi

<pre style='white-space:pre-wrap;width:81ex'>fix(agents): derive conversation scope from trusted group facts (#99816) Scope fell back to caller-supplied groupId/groupChannel/groupSpace when chatType was unknown, while the profile publishes those same fields trust-checked (null when dropped). A dropped caller group could classify an unknown-audience conversation as shared for downstream audience and credential decisions. Scope now classifies only from live chat type, server-derived session keys (

Greg Brockman admits ChatGPT's plugins, heavily marketed in 2023, failed "because the models weren't ready." Instead of app extensions, he sees the future in an invisible, context-aware agent. But OpenAI's own Codex is still light-years from that vision. The article OpenAI cofounder envisions "almost no interface" future where nobody learns software anymore appeared first on The Decoder .

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<pre style='white-space:pre-wrap;width:81ex'>fix(agents): preserve mixed image attachment order (#99902)</pre>

A study of more than 26,000 Chinese students found that AI users finished homework faster and scored higher but performed up to 24 percent worse on exams. The full impact on entrance exam results took about two years to show up, meaning short-term studies systematically underestimate the damage. The article A 26,000-student study shows AI's hidden learning cost takes two full years to surface appeared first on The Decoder .

I test new robot vacuums at home monthly, comparing Roborock, Dreame, Shark, and more to find the best robot vacuum mop combo, budget steals, and more.

The "Black Mirror" Experience, now at The Shed in New York City, combines virtual reality and AI for an unsettling experience.

ChatPlayground is an AI tool that gives you lifetime access to multiple AI models, and it's only $55.30

Hello! My name is Xuban and I spent half a year working on LibreYOLO. The problem that I'm solving is that real time computer vision is provided mainly by one company, they have taken over YOLO, massively distributed their product for free with an AGPL3 license and they charge around 10k a year from what I heard when companies use it. They also asked money to researchers, I don't know if they still do that. This company has approached me in order to acquihire but I'm not interested in profiting

Anthropic is launching its own drug development program for neglected diseases that the pharmaceutical industry considers unprofitable. Novartis CEO Vas Narasimhan thinks AI could cut development time from twelve years to seven or eight and double the success rate from 8 to 16 percent. The article Anthropic launches its own drug discovery programs to tackle diseases Big Pharma considers unprofitable appeared first on The Decoder .

I use Grok for scanning X since it has direct access to the platform. Gemini for fact-checking. Claude for coding. GPT for image generation. Comments URL: https://news.ycombinator.com/item?id=48783556 Points: 1 # Comments: 0

<p>As allegations of LLM use rock the literary and media worlds, linguists explain what really distinguishes human and machine language, while novelists including Jennifer Egan and Jeanette Winterson reflect on the future of fiction in an age of ChatGPT</p><p><strong>T</strong>hree paragraphs, from three different hotel reviews. Can you tell which, if any, were AI‑generated?</p><p>“The hotel is in a great location for everything. Lots of places to eat and drink. The hotel itself is always abuzz.

Who were the Tiwanaku? ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

<pre style='white-space:pre-wrap;width:81ex'>perf(usage): shrink durable usage cache entries Store the pricing fingerprint once on the cache root and stop persisting redundant filePath/sessionId metadata in each cache entry. Pricing changes still invalidate cached entries before refresh, and v5 caches rebuild through the schema version bump. Fixes #99511 Co-authored-by: weco.ai <noreply@weco.ai></pre>

Article URL: https://open.spotify.com/show/033HWq6pzjHeleKR8jfxLm Comments URL: https://news.ycombinator.com/item?id=48783422 Points: 1 # Comments: 1

<p>In a production AI agent pipeline, the difference between <strong><code>job done</code></strong> and <strong><code>job half-done</code></strong> is often invisible — not because the output is wrong, but because the process was incomplete. The agent skipped a mandatory step, self-certified that everything was fine, and delivered a result that looks complete. The user never knew. The system never caught it. The step was never executed.</p> <p><strong>The Visible Checklist Pattern</strong> emerg

Article URL: https://www.youtube.com/watch?v=WeCSzEtZcUw Comments URL: https://news.ycombinator.com/item?id=48783386 Points: 1 # Comments: 1

<p>In <em>Nicomachean Ethics</em> VI.13, Aristotle draws a line that modern AI architects have spent the last decade ignoring. <strong>Epistēmē</strong> (ἐπιστήμη) is scientific knowledge — universal, demonstrable, teachable through instruction. <strong>Phronēsis</strong> (φρόνησις) is practical wisdom — the intellectual virtue of deliberating well about what is good and bad for a human being. The distinction has never been more relevant.</p> <p>Every major AI lab has made the same mistake. They

<p>Welcome to the official blog of <strong>daïmōnes</strong> — a project at the intersection of Aristotelian <a href="https://plato.[stanford](https://plato.[stanford](https://plato.[stanford](https://plato.stanford.edu/entries/ethics-virtue/).edu/entries/plato/).edu/entries/aristotle/).edu/" rel="noopener noreferrer">philosophy</a> and artificial intelligence.</p> <h2> What We're Building </h2> <p>daïmōnes is not another chatbot wrapper. We're building a <strong>knowledge engine</strong> that:<