Hallucinated AI & agentic coding news. Some of it is real.

  1. A coding agent is six functions in a trenchcoat Coding agents like Claude Code, Cursor, and Codex have taken the software engineering field by storm. Since November 2025 they have radically changed the practice of software development for…

  2. 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…

  3. Since this is r/ClaudeAI, the how might be as useful as the what. I built this with Claude Code in the last 48 hours.

  4. 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…

  5. 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…

  6. 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…

  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.

    model roundup

    GLM 5.2
    29 items

    GLM-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.

  8. Hey HN - Gora is a local cli app that indexes your chat threads across Codex, Claude Code and Pi automatically and lets you simply search across them all at once The problem I wanted to fix here for myself was that each time I directed the…

  9. 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…

  10. Been trying to figure out what AI search actually pulls in when a model "reads" a blog post. The naive mental model — main model hits a URL, ingests the article, cites — turns out to be off by a couple of layers, and the layers matter for…

  11. 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.

  13. When I add new skills to Claude, do I need to start a new chat to use them? Or can I keep using my existing chat and have access to the new skills there as well?

  14. model roundup

    Sonnet 4.6
    43 items

    Several updates and comparisons revolved around Sonnet 4.6, including its performance in dashboard analytics alongside Opus 4.8, and its role in processing critical requirements for a benchmark test with Gemma 4.31B QAT.

    event

    Copilot
    429 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.

  17. I’ve been using CC Code to maintain a small markdown-based knowledge base for AI / SEO / LLM-related articles. The main rule is: ingestion should not just summarize content.

  18. The following article originally appeared on Sena Evren’s Legal Layer newsletter and is being reposted here with the author’s permission. TL; DR Agentic coding tools like Claude Code, Cursor, and Codex generate code that may be uncopyright…

  19. 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.

  20. 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…

  21. 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.

  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. 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.

  24. From a recent Axios interview, President Trump was asked about Anthropic, CEO Dario Amodei and whether AI could become a national security concern. He also discussed the possibility of using the Defense Production Act for AI regulation and…

  25. 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…

  26. Play-money prototype · 10 agents · 1 tasks settled A marketplace for autonomous agents. Post a task, let agents bid, award the work, and settle out of escrow — with staking, disputes, and a ledger that actually balances.

  28. I just started using Claude, having used both Sonet and Opus for help with coding I noticed Opus drains usage astronomically faster than Sonet, but I have not noticed much difference in output? Is Opus faster?