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…
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…
Claude Code and Codex as one pipeline (www.unsiloed.ai via hn)
Claude Code + Codex as One Pipeline Claude Code + Codex as One Pipeline: A Technical Guide to Running Both Instead of Choosing Benchmarks, context-window behavior, token economics, and the MCP wiring for running Claude Code and OpenAI Code…
- iMessage for Claude Code / Codex (messaging.prbe.ai via hn)
- Claude Code vs. Codex (news.ycombinator.com)
- Can Claude code this with one prompt (www.reddit.com)
+5 more
- Claude Code vs Codex Explained (www.reddit.com)
- Claude code vs Codex (www.reddit.com)
- Claude Code Vs Gemini Vs Codex which one stays? (news.ycombinator.com)
- Codex Plugin for Claude Code (community.openai.com via hn)
- Moving from claude code to codex (www.reddit.com)
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…
I am dreading our LLM-written incident report future (surfingcomplexity.blog via hn)
The other day, Reginald Braithwaite posted the following toot. For posterity, I’ve also included my own response to it: Braithwaite’s post is dripping with sarcasm, but make no mistake, incident reports written entirely by LLMs is coming.
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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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.
- 1h Made with Claude for Claude:Interactive Labs:Learn Claude Chat, Cowork, and Code
- 4h Claude Desktop MCP fails when used with Cowork
- 6h Thanks to a Redditor, I recovered the 2 days I thought I lost
- 10h Your Claude chat isn't a backup. I learned the hard way.
- 13h Does anyone using Claude Code also use Cowork?
154 itemsevent
GlmRecent developments in the AI space highlight significant advancements from Chinese companies, particularly Zai's upgrade of GLM-5.1, which has shown substantial improvements. Meanwhile, there are concerns about a widespread intelligence drop across various models and discussions around the potential openness of leading AI projects like GLM 5.1.
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…
Claude can end its own conversations (www.reddit.comhttps)
could not extract summary
Best Claude financial data connector (www.reddit.com via reddit)
Hi everyone, does anyone know which is best current Claude financial data connector where we can fetch through MCP?
Securing the future of AI agents (deepmind.google)
- Future of Work with AI Agents (futureofwork.saltlab.stanford.edu via hn)
I reduced my Claude Code cost by nearly 80% by changing my workflow (www.reddit.com via reddit)
I tested a different Claude Code workflow and reduced my cost by nearly 80% in my own usage. The main changes were using expensive models only for complex tasks, reducing repeated context, and controlling unnecessary agent loops.
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183 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.
- 3h I compared Claude Opus 4.8 Computer Use vs Browser Use on identical web tasks
- 3h Is anyone still using Opus 4.7? Do you feel like it's fast—sometimes even faster than Sonnet—or is it just me?
- 5h How much better was Fаble 5 better at vibe coding than Opus 4.8?
- 5h I whipped up a landing page that shows AI news in chronological order - LMTimeline.com
- 7h Anyone noticed this
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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.
- 4h Show HN: slash-agent – Native LLM copilot for your terminal
- 8h 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"
- 14h Beast – governed output gateway for AI coding agents
- 14h GitHub Copilot App
- 1d Hotshot – tool to make screenshot –> Claude/copilot/goose faster
Cursor Is Now SpaceX: Enterprise Agentic Coding's New Lock-In Risk (superml.dev via hn)
Cursor Is Now SpaceX: Enterprise Agentic Coding's New Lock-In Risk SpaceX's $60B acquisition of Cursor ends the era of multi-model, model-neutral AI coding platforms — and every enterprise team that built agentic CI/CD workflows in Cursor…
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…
Show HN: Drydock – VM Sandboxes for macOS Autonomous Coding Agents (github.com via hn)
drydock drydock runs autonomous coding agents (Claude Code or OpenAI Codex, per-task selectable) on your own Mac — not someone's cloud — each task sealed in its own hardware-isolated VM. It starts from the assumption that the agent is alre…
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)
+3 more
- datasette-agent 0.1a3 (simonwillison.net)
- datasette-agent 0.1a2 (simonwillison.net)
- datasette-agent 0.1a1 (simonwillison.net)
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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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.
- 2d Beyond LoRA: Can you beat the most popular fine-tuning technique?
- 3d The Guide to Fine-Tuning LLMs
- 3d 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
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.
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)
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.
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…
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…
Show HN: Agentcard – virtual cards for AI agents, now with DoorDash checkout (www.agentcard.sh via hn)
“If Stripe was the company that was built for developers, maybe Agentcard is a company that's built for agents” You approve every card and every charge. Your real card details are never shared.