A longstanding goal of research on interpretable deep learning is to replace opaque neural computations with human-meaningful symbolic descriptions. In this paper, we propose an approach for approximating the behavior of components of deep…
Built a harness that runs MCP servers in a disposable microVM and replays Claude Code's actual protocol behavior (calibrated from recorded traffic), then ran 74 popular servers through it. Things Claude Code users might find useful: Claude…
Improving health intelligence in ChatGPT (openai.com)
Health is one of the most meaningful ways people use ChatGPT. Every week, more than 230 million people turn to ChatGPT for help with health and wellness questions: making sense of health information, understanding lab results, preparing fo…
Coding agents have become a major mode of software engineering, but the benchmarks we use to compare them were designed in a pre-agent era: they collapse model, harness, and environment into a single end-to-end score, typically computed ag…
Extend Claude limits by offloading AI tasks to Neo (heyneo.com via hn)
Install neo-mcp, register NEO with Claude Code, and delegate RAG audits, fine-tunes, evals, and pipeline debugging without leaving the terminal.
Large Language Models (LLMs) achieve strong performance on reasoning tasks, but whether this reflects faithful logical inference or heuristic approximation remains unclear. We study this question in legal entailment by comparing three para…
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386 items
event
CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
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CopilotMicrosoft is keeping its Copilot tool for Windows 11 but renaming it, while issues with rate limits and a security proxy have sparked concerns among users of GitHub Copilot. Meanwhile, Anthropic released a report on agentic coding trends, highlighting that developers use AI in about 60% of their work.
- 54m Show HN: slash-agent – Native LLM copilot for your terminal
- 4h Claude Code is the only agent shipping tool search on by default - and that one detail is why I don't buy "MCP is dead"
- 10h Beast – governed output gateway for AI coding agents
- 10h GitHub Copilot App
- 1d Hotshot – tool to make screenshot –> Claude/copilot/goose faster
MosaicLeaks: Can your research agent keep a secret? (huggingface.co)
MosaicLeaks: Can your research agent keep a secret? TL;DR Deep research agents increasingly combine private local documents with external tools like web retrieval, creating a privacy risk: an agent's external queries may leak sensitive inf…
Built a little widget showing current session usage as well as weekly usage. (www.reddit.com via reddit)
I know there are a lot of these already as official apps but they include a lot of what I don't actually need. I kept on having a browser tab open and clicking on claude.ai session then usage to see where I was at and assumed there must be…
Securing the future of AI agents (deepmind.google)
- Future of Work with AI Agents (futureofwork.saltlab.stanford.edu via hn)
Claude is both a little bit nosy but also very open-minded (www.reddit.comhttps)
Using an MCP tool to analyze our finances, Claude noticed a discrepancy but seemed willing to accept the possibility of my having a secret family. “There might be a different arrangement entirely” made me chuckle.
From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot You have a robot, a folder of demonstration data on the Hugging Face Hub, and a new task you want it to learn. Today that takes five separate tools: one to record…
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181 items
model roundup
Opus 4.8Claude AI has released Opus 4.8, an upgrade to their Opus class of models available in version 2.1.154 of their software on March 16, 2023, which includes enhanced coding and professional task capabilities along with improved judgment and honesty. Users are reporting usage resets following the update.
26 itemsmodel roundup
GLM 5.2GLM-5.2, released in the last month, is a new flagship model from GLM for long-horizon tasks, marking an improvement over its predecessor. Z.ai is promoting the release through community engagement on WeChat and Discord.
Delete Doesn't Mean Deleted. Just Ask OpenAI (lindsaygross1.substack.com via hn)
A federal judge ordered OpenAI to preserve chats even after people erased them. What that means for everything you've typed into one.
Show HN: Managed Agents API for open source agents (brainbaselabs.com via hn)
The AI agent cloud Brainbase lets teams get to extremely powerful agents extremely fast across any model or harness by handling agent hosting, scaling, evaluations and more. Powering 10,000+ agents in production for Powering 10,000+ agents…
- Open Source Managed Agents (linchpin.work via hn)
- Show HN: Roids – Open Source Steroids for your Agents (github.com via hn)
- I built an open-source, self-hosted UI for Anthropic's Managed Agents API (www.reddit.com)
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- Show HN: Posse – Open-Source Web UI for Anthropic Managed Agents (github.com via hn)
Import AI 461: "Alignment is not on track"; FrontierCode; and synthetic research interns (importai.substack.com)
Import AI 461: "Alignment is not on track"; FrontierCode; and synthetic research interns Where are your agents right now? Welcome to Import AI, a newsletter about AI research.
I'm a solo founder building infrastructure software (Rust backend, React frontend). Claude has become my primary thinking partner for everything from architecture decisions to patent drafting to investor materials.
Agent systems are advancing quickly across domains, but their evaluation remains fragmented. Most benchmarks rely on fixed, LLM-centric harnesses that require heavy integration, create test-production mismatch, and limit fair comparison ac…
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426 items
event
Anthropic MythosAnthropic's new update, Claude Mythos, has garnered attention from top AI security researchers like Carlini, who found numerous bugs. The update is noted for its speed and effectiveness, with Anthropic identifying a significant security flaw in FFmpeg and quickly submitting patches.
- 8h Early Users of Anthropic Mythos Still Have Access After US Order
- 18h How the US vs. Anthropic Standoff on Claude Fable Will End
- 1d Guess there is some light at the end of the tunnel
- 1d Update: Anthropic floats proposal to lift US restrictions on Mythos and Fable AI models
- 1d Anthropic confident of re-enabling Mythos, Fable 5 access 'in coming days'
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Fine TuningFine-tuning is a hot topic in the AI community, with various projects and releases focusing on it. Notable examples include OpenAI's decision to wind down its fine-tuning API, Anthropic co-founder Jack Clark's prediction that AI research could become automated by 2028, and several new datasets and models released for fine-tuning purposes.
- 1d Beyond LoRA: Can you beat the most popular fine-tuning technique?
- 2d The Guide to Fine-Tuning LLMs
- 2d Could we use latent representations as internal safety checks during generation?
- 4d Show HN: Does a vibe leak? Fine-tuning an LLM on an attitude it never states
- 8d Parallelogram – catch fine-tuning dataset bugs before training
datasette-agent 0.3a0 (simonwillison.net)
15th June 2026 - New tool, execute_write_sql , which requests user approval and then writes to a database - taking user permissions into account. #27 I added a mechanism for asking user approval in datasette agent 0.2a0.
- datasette-agent 0.2a0 (simonwillison.net)
- datasette-agent 0.1a4 (simonwillison.net)
- Show HN: Datasette Agent (simonwillison.net via hn)
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- datasette-agent 0.1a3 (simonwillison.net)
- datasette-agent 0.1a2 (simonwillison.net)
- datasette-agent 0.1a1 (simonwillison.net)
When large language models (LLMs) fail to generalize or make haphazard errors in reasoning, it is often taken as evidence that LLMs are not truly reasoning, but rather performing a kind of pattern matching. The implication is that people's…
Show HN: I built with Claude Code a bookmarks manager with a social cut (linkraider.com via hn)
Hi, I am Paolo from Italy. I have spent the last few months designing, developing and testing (my actual job is in the QA domain) a bookmarks manager platform with some help from Claude Code.
- Show HN: Claude Code Manager (claude.ldlework.com via hn)
Is it agentic enough? Benchmarking open models on your own tooling (huggingface.co)
Is it agentic enough? Benchmarking open models on your own tooling Benchmarking transformers revisions across different metrics This is a human-made, agent-focused blogpost.
Amazon drops Sam Altman movie after announcing OpenAI partnership (www.the-independent.com via hn)
Amazon drops Sam Altman movie after announcing OpenAI partnership Luca Guadagnino’s nearly completed biopic stars Andrew Garfield as the controversial OpenAI founder - Bookmark - CommentsGo to comments Amazon MGM is no longer partnering wi…
- Sam Altman Movie ‘Artificial’ Dropped by Amazon After OpenAI Partnership (variety.com via hn)