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

  1. 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…

  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. Lobu — Multi-tenant OpenClaw for Organizations Lobu is an open-source multi-tenant gateway for OpenClaw. One sandbox and filesystem per user/channel.

  6. As LLMs become everyday tools for developers, the way we interview engineers must evolve.<br />We will learn strategies to adapt technical interviews, embracing AI as a tool while still assessing judgment, critical thinking, and collaborat…

  7. model roundup

    Opus 4.8
    174 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.

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    Anthropic Mythos
    422 items

    Anthropic'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.

  8. 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…

  9. Topline A selloff in SpaceX shares extended on Thursday, erasing much of the rocket company’s gains since its record-setting debut after its $60 billion all-stock deal for AI coding startup Cursor sparked concerns among analysts. Key Facts…

  12. I built this because I kept generating HTML/Markdown reports from Claude Code/Codex and needed a permanent share link instead of a localhost tunnel. Pagecast is a local CLI that publishes those files to your own Cloudflare Pages account.

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    Glm
    140 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.

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    Security
    379 items

    OpenAI 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.

  15. 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…

  16. Does anyone know if there's a way to get custom skills (or anything of the same nature) installed in claude.ai/design? I want to be able to have it create slide decks while following a very specific standard (something we could use to gene…

  17. 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.

  18. I would welcome feedback on my claude-sandbox project. https://github.com/gilesknap/claude-sandbox installs claude inside your developer container adds sandboxing using linux namespaces (bubble wrap) to keep it away from your credentials a…

  19. 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…

  20. tenho o plano do calude max 20x o uso do sonnet semanal estava em mais ou menos 70%, o uso de todos modelos estava quase 70%, sai para tomar um café e quando eu voltei estava com 100% do total. não tem logica eu gastar 20% do total sem gas…

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    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.

  23. White House talks with Anthropic shift to setting AI security rules - POLITICO Skip to Main Content Toggle menu Europe Pro E&E News Press Escape to close the menu. WASHINGTON & POLITICS Congress White House Supreme Court and Legal Issues M…

  24. 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.

  25. 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…

  26. I've had more than six consultations with top veneer dentists in NYC, Turkey, and Mexico. All six gave me a different recommendation.

  28. Overview Looking for AI coding prompts? OpenRuna indexes 1,700+ copy-ready prompts, open-source tools, agent skills, datasets, and workflows — searchable by category, tag, and resource type.