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

  1. Run a vLLM Server on HF Jobs in One Command It's the quickest way to stand up a model for tests, evals, or batch generation. (If you're after a managed, production-ready service instead, that's what Inference Endpoints are for — more on wh…

  2. Open to Work I build production AI systems that add intelligence to processes. My work includes Closed-Loop AI-native systems, RAG, AI agents, agentic evaluations, guardrails, and enterprise integrations using Python, TypeScript, React, No…

  3. We introduce Autodata, a general method that enables AI agents to act as data scientists who build high quality training and evaluation data. We show how to train (meta-optimize) such a data scientist agent, so that it learns to create eve…

  4. Can a small group of volunteers shape how AI systems discuss animal welfare, just by editing Wikipedia? We show that they can.

  6. In February 2024, Notion bought Skiff, an encrypted email and productivity software startup. Within a year, Notion shut down Skiff’s email service (taking @skiff.com email addresses with it).

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    Copilot
    452 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.

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    Security
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    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.

  8. Anthropic Accuses Alibaba of Largest AI Distillation Attack: 28.8M Fraudulent ExchangesAnthropic Accuses Alibaba of Massive AI Model Extraction: Largest Distillation Attack to Date WASHINGTON— Anthropic sent a letter to U.S. officials accu…

  10. [AINews] Claude Tag: Multiplayer, Proactive, Persistent Agents in Slack Claude finally gets a Slackbot upgrade We have covered the Age of Async Agents on the podcast: There has been a wave of companies building their own background agents…

  11. Except it's not twice. Sumkar is an open-source context engine for AI coding agents.

  12. Doctor and immunologist Derya Unutmaz has been interested in artificial intelligence for years. But his “aha” moment came in late 2025, when GPT‑5 Pro helped him and his lab revisit a three-year-old puzzle centered on a special type of imm…

  13. By — Associated Press Associated Press Leave your feedback Share Copy URL https://www.pbs.org/newshour/nation/florida-sues-openai-and-ceo-sam-altman-claiming-company-hid-chatgpt-risks-from-users Email Facebook Twitter LinkedIn Pinterest Tu…

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    Fine Tuning
    108 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.

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    Cowork
    418 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.

  15. Brainstorming club. Creativity is more than merely any solitary individual trait or characteristic, but an often frustrated human social and intellectual stimulus appetite and struggle.

  16. 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…

  18. Hey Guys, So mainly I use calude for normal things in my D2D work, I use the free version as the price is very high for my local currency, is there a way to make me not repeat myself each time I start a new chat and is there a way to make…

  19. Skip to main content Research Products Business Developers Company Foundation(opens in a new window) Log inTry ChatGPT(opens in a new window) Research Products Business Developers Company Foundation(opens in a new window) Codex-maxxing for…

  20. We propose agentic automata learning to evaluate the extent to which tool-calling LLM agents can uncover hidden environments through interaction. In our setup, an agent should uncover a hidden deterministic finite automaton (DFA) by intera…

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    Anthropic Mythos
    446 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.

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    Tool Use
    79 items

    Several new AI tools focused on tool use have been released recently, including Needle, a 26M parameter function-calling model, and enhancements to Claude Code for full software development lifecycle management. These tools aim to improve efficiency in coding workflows involving shell commands and multi-step iterations.

  22. Build real agentic apps using CUGA: two dozen working examples on a lightweight harness TL;DR — Building an agent is mostly plumbing: tools, state, guardrails, scaling from one agent to many. CUGA (pip install cuga), short for Configurable…

  23. paywalled

  24. 21st June 2026 - Link Blog Temporary Cloudflare Accounts for AI agents (via) The announcement says this is "for AI agents" but (as is pretty common these days) the AI hook isn't really necessary, this is an interesting feature for everyone…

  25. Hi everyone - For a year I tried to realize this idea I had to algorithmically draw a field of cubes based on my observing how I do it as a person. I tried this with Perplexity, gemini and OpenAI.

  26. 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…

  27. • EvolutionEngine— L1-L6 autonomous evolution loop • MemorySystem— declarative/episodic/procedural, weighted • NightlyReview— metacognition proto • CodeSandbox— self-modifying code • TokenBudget / LiveStatus / KnowledgeFusion Hunyuan API +…