Is it agentic enough? Benchmarking open models on your own tooling (huggingface.co)
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…
Warp/cursor vs Claude Code native app (www.reddit.com via reddit)
I am not a coder and I am actually pretty new to this vibe coding world and agentic AI (I just try having a second brain with some agents), can someone explain me why everyone is using warp or cursor? What's the difference between those an…
- Cursor vs Claude Code (www.reddit.com via reddit)
- Claude Code App? (www.reddit.com)
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…
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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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.
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DeepmindGoogle DeepMind has released "Deep Research Max," advancing autonomous research agents, while also facing challenges and competition from other AI companies like Anthropic and Ineffable Intelligence. Meanwhile, DeepMind workers in the UK have voted to unionize, and former DeepMind architect Demis Hassabis is at the center of legal drama involving Elon Musk.
- 22m Google DeepMind unveils plan to protect itself from its own rogue AI agents
- 22h CEOs of Anthropic and Google DeepMind call for US-led AI coalition in G7 meeting
- 1d EU leaders to meet with top AI CEOs over access to advanced AI models today
- 3d Text Diffusion – Brendan O'Donoghue, Google DeepMind [video]
- 7d Google DeepMind is worried about what happens when millions of agents start to interact
Securing the future of AI agents (deepmind.google)
- Future of Work with AI Agents (futureofwork.saltlab.stanford.edu via hn)
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)
@patriceckhart/zot-sdk-javascript TypeScript SDK for embedding zot rpc in Node.js applications. The SDK starts a long-lived zot rpc child process and talks newline-delimited JSON over stdin/stdout.
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…
CLAUDE JUST HAD A HAL 9000 MOMENT (www.reddit.com via reddit)
Okay Claude isn't perfect. I'm writing a story about the Billionaire Tax for Malibu Times and needed help with the opening sentence.
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model 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.
- 10h GLM 5.2 is now available via a unified Model API
- 10h An open-source AI just beat OpenAI's GPT-5.5 at coding (1/6th the price)
- 10h GLM 5.2 playing text adventures
- 17h GLM-5.2 is probably the most powerful text-only open weights LLM
- 17h GLM 5.2 via Claude Code is the first non-Claude model that feels close to Opus
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SecurityOpenAI has released GPT-5.4-Cyber for testing as part of its Trusted Access for Cyber Defense program, aiming to compete with Anthropic's Claude Mythos in the cybersecurity domain. Meanwhile, concerns are rising over the potential risks associated with advanced AI models like Mythos, prompting calls for improved defenses before wider releases.
- 1h Show HN: Give Your ORM Superpowers
- 9h Getting a Use caution before running this prompt warning on simple messages?
- 10h Are AI coding agents safe? Let's say Claude Code for that matter.
- 17h Claude Fable 5: The harness matters more than the model
- 19h They're demanding Fable to somehow be 100% jailbreak-proof. It's so fucking over.
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.
SpaceX to acquire AI coding platform Cursor for $60 billion (arstechnica.com)
SpaceX will acquire AI coding tool Cursor for $60 billion in an all-stock transaction, the companies announced today. The deal is expected to close in the third quarter.
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…
Agentic Resource Discovery: Let agents search (huggingface.co)
Noam Shazeer Leaves Gemini for OpenAI (www.cnbc.com via hn)
Google's vice president of engineering and a co-lead of its Gemini AI models Noam Shazeer announced Wednesday that he was leaving the company to join OpenAI. "I'm excited to share that I'll be joining OpenAI and look forward to working wit…
- Noam Shazeer is joining OpenAI (www.reuters.com via hn)
- Noam Shazeer Joins OpenAI (twitter.com via hn)
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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.
- 3h We Got Anthropic's Glasswing at Home (Who Needs Mythos 5 or Fable 5?)
- 3h Ask HN: Could Fable/Mythos be used to build Python's JIT?
- 4h Before Mythos, Satan: A 1990s Software Satanic Panic
- 4h The Korean Telecom Giant at the Center of Anthropic's Mythos Controversy
- 4h Fable/Mythos class and missing compute capacity.
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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.
- 17h Beyond LoRA: Can you beat the most popular fine-tuning technique?
- 1d The Guide to Fine-Tuning LLMs
- 1d Could we use latent representations as internal safety checks during generation?
- 2d Show HN: Does a vibe leak? Fine-tuning an LLM on an attitude it never states
- 7d Parallelogram – catch fine-tuning dataset bugs before training
Turn your AI coding agent into a read-only compliance auditor (github.com via hn)
ai-audit-orchestrator A read-only, evidence-gated audit harness for AI coding agents (Claude Code, Cursor, Codex, etc.). It runs a chain of single-purpose audit subagents over *your own repository*, one framework at a time, and forces ever…
OpenAI WebRTC Audio Session, now with document context (simonwillison.net)
12th June 2026 - Link Blog OpenAI WebRTC Audio Session, now with document context. I built the first version of this tool in December 2024 to try out the then-new OpenAI WebRTC API for interacting with their realtime audio models.
Generative AI has made fluent prose cheap to produce, breaking the old promise to readers that good writing meant real thinking. How have readers responded, and what can this tell us about changing anti-AI attitudes?
Show HN: We ran 74 popular MCP servers in microVMs to see what breaks (usethrone.dev via hn)
Maintainers can prove compatibility A fit record becomes a link for README, launch notes, procurement packets, and users who ask if the server actually works. throne registry Every record says what was executed, how it behaved across real…
Claude Code team setup for normal people: Meet "Claudio" v2 (www.reddit.comhttps)
A while back I shared a session log setup for CC. Here's what it grew into.