1. 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…

  2. 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…

  3. 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…

  4. 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…

  5. 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.

  6. 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…

  7. event

    Cowork
    392 items

    Issues 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.

    event

    Glm
    154 items

    Recent 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.

  8. 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…

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  10. Hi everyone, does anyone know which is best current Claude financial data connector where we can fetch through MCP?

  11. 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.

  12. model roundup

    Opus 4.8
    183 items

    Claude 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.

    event

    Copilot
    427 items

    Microsoft 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.

  13. 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…

  14. 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…

  15. 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…

  16. 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.

  17. 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…

  18. event

    Fine Tuning
    104 items

    Fine-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.

  19. 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.

  20. 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…

  21. 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.

  22. 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…

  23. 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…

  24. “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.