Show HN: Rubric – test what your LLM agent did, not just what it said
Article URL: https://github.com/Kareem-Rashed/rubric-eval Comments URL: https://news.ycombinator.com/item?id=48509073 Points: 1 # Comments: 0
Article URL: https://github.com/Kareem-Rashed/rubric-eval Comments URL: https://news.ycombinator.com/item?id=48509073 Points: 1 # Comments: 0
Article URL: https://github.com/msunda17/impactarbiter-cli Comments URL: https://news.ycombinator.com/item?id=48509033 Points: 1 # Comments: 0
Article URL: https://blog.mozilla.ai/what-is-an-llm-control-plane/ Comments URL: https://news.ycombinator.com/item?id=48508913 Points: 3 # Comments: 0
Article URL: https://arxiv.org/abs/2606.13607 Comments URL: https://news.ycombinator.com/item?id=48508899 Points: 1 # Comments: 0
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Jenny owns a crematorium. John’s propane company gives her a $20 billion investment in return for 5 percent of her operation. Jenny throws $10 billion into the incinerator, then pays John $10 billion to buy propane to burn that money to ashes. John reports that his AI investments have generated $10 billion in revenue this quarter and that he owns 5 percent of a $100 billion business. A reporter from &l
I use Claude Code a lot and GPT 5.5 as well, and find that they are simultaneously extremely useful and also fall into common poor-performance basins. For example, writing performance -- perhaps my biggest issue with them is writing style -- such as well documented stylistic tics (em-dash, it's not x it's y), less commented stylistic tics ("the honest framing", "the earned XYZ"), cryptic and coined jargon, overabbreviation and sentences replaces by arrow constructions (this -> that -> this other
LLMs make PRs cheaper to create than to review (many to one relationship).In my case, as a repo maintainer, I usually run my prompts and workflow to review a lot of the code that comes in, and I end up paying for every unsolicited PR.I was wondering: why don't LLM suppliers support ephemeral, PR-scoped usage keys funded by the contributor? Like a review bond.For example: usable only by the maintainer, only for this repo/PR, hard capped at a low $ amount or N tokens, with a short expiry. Enough t
Article URL: https://marcusmichaels.com/notes/grep-like-an-llm/ Comments URL: https://news.ycombinator.com/item?id=48502159 Points: 2 # Comments: 3
OpenAI introduces three Academy courses that help people build practical AI skills, create repeatable workflows, and apply agents in everyday work.
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Article URL: https://github.com/vinzenzu/pi-auto-reviewer Comments URL: https://news.ycombinator.com/item?id=48501272 Points: 1 # Comments: 2
Article URL: https://github.com/harmansingh4163-ai/ESP-32-s3-Story-maker-LLM Comments URL: https://news.ycombinator.com/item?id=48500424 Points: 1 # Comments: 0
Article URL: https://MachineDeposition.com Comments URL: https://news.ycombinator.com/item?id=48499288 Points: 1 # Comments: 1
Article URL: https://blog.quarkslab.com/from-prompt-to-pwned-chaining-llm-and-web-bugs-to-admin.html Comments URL: https://news.ycombinator.com/item?id=48498943 Points: 1 # Comments: 0
Article URL: https://blog.j11y.io/2026-06-10_hidden-state-probes/ Comments URL: https://news.ycombinator.com/item?id=48498283 Points: 41 # Comments: 3
Article URL: https://blog.avas.space/llm-circus/ Comments URL: https://news.ycombinator.com/item?id=48498252 Points: 21 # Comments: 2
Preply uses OpenAI to launch AI-generated lesson summaries, providing personalised feedback and language learning exercises.
After two days of experience with Claude Fable 5 I think the best way to describe it is relentlessly proactive . It knows a whole lot of tricks and it will deploy pretty much any of them to get to its goal. I'll illustrate this with an example. I was hacking on Datasette Agent today when I noticed a glitch: a
Article URL: https://dl-chat-49232436682.asia-northeast3.run.app/ Comments URL: https://news.ycombinator.com/item?id=48496730 Points: 2 # Comments: 1
Article URL: https://www.axamy.com/blog/tool-budget Comments URL: https://news.ycombinator.com/item?id=48496230 Points: 2 # Comments: 0
Article URL: https://arxiv.org/abs/2606.11016 Comments URL: https://news.ycombinator.com/item?id=48496180 Points: 3 # Comments: 0
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What’s the best model right now that outperforms Qwopus3.6-27B-v2-MTP-GGUF 8-bit on a 24 GB VRAM GPU? Looking for real reviews. I found 4 bit not usable in production. Comments URL: https://news.ycombinator.com/item?id=48494377 Points: 3 # Comments: 3
Release: datasette 1.0a33 This alpha is a significant step on the road to a stable 1.0, finally extending the ?_extra= pattern I introduced in Datasette 1.0a3 to cover queries and rows in addition to tables. That pattern is also <a hre
Release: asyncinject 0.7 I built this utility library to support an asyncio dependency injection pattern a few years ago. I was using it with Datasette and Claude Fable 5 spotted some bugs in the dependency which it then fixed for me. It's a very proactive model! Tags: <a href="https://si
Anthropic Walks Back Policy That Could Have ‘Sabotaged’ AI Researchers Using Claude Big scoop for Maxwell Zeff at Wired: “We’re changing Fable 5’s safeguards for frontier LLM development to make them visible.” Anthropic said in a statement to WIRED. “We made the wrong tradeoff and we a
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Release: datasette-agent 0.2a0 Highlights from the release notes: Tools can now ask the user questions mid-execution. Tools that declare a context parameter receive a ToolContext object, and await context.ask_user(...) c
DiffusionGemma Last May Google briefly released an experimental Gemini Diffusion model. I tried the preview at the time and recorded it running at 857 tokens/second. It was an exciting model, but Google made no further announcements about
Access OpenAI models and Codex through Oracle Cloud, using existing commitments to build and deploy AI with enterprise security and governance.
Easy solution to slow down recursive AI self improvement: The lab with the top-ranked model must agree THEY must not use it for working on frontier AI But everyone else should have access to it. By definition, this means the frontier doesn't advance. It also has the critical benefit of avoiding a dang
A new report from OpenAI details PRC-linked influence operations using AI to target U.S. tech debates, data center narratives, tariffs, and false claims about ChatGPT.
Google DeepMind and partners announce a $10M funding call for multi-agent safety research.
If Claude Fable stops helping you, you'll never know Jonathon Ready highlights one of the more eyebrow-raising details from the 319 page system card for Fable 5 and Mythos 5. Here's a longer excerpt, highlights
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