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

  1. The Independent's journalism is supported by our readers. When you purchase through links on our site, we may earn commission.

  2. Who Owns the Code Claude Wrote? AI-generated code copyright explained for builders.

  3. Browse by Animal ARCTIC FOX Arctic fox + Armadillo Arctic fox + Axolotl Arctic fox + Bat Arctic fox + Bear Arctic fox + Beaver Arctic fox + Bumblebee Arctic fox + Butterfly Arctic fox + Camel Arctic fox + Capybara Arctic fox + Cat Arctic f…

  4. Hi HN, I built MindCheck after running into a problem in my own AI-assisted workflow. A couple months into using Codex heavily, I realized I had delegated too much of a data pipeline without really tracking the details.

  5. I’ve had an old Linode server hosting my websites now since 2011, and was behind on upgrades and Ubuntu versions, making it harder and harder to upgrade over time. And I had 16+ sites hosted on it across static sites, wordpress sites, and…

  6. Machina Mirabilis An experiment to see if an LLM trained from scratch on text prior to 1900 can come up with quantum mechanics and relativity. While it fails at most physics related tasks, the model shows glimpses of intuition.

  7. model roundup

    Qwen 3.6
    208 items

    Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.

    model roundup

    Qwen 3.5
    113 items

    Qwen3.5-9B is a post-trained model with 9 billion parameters that integrates multimodal learning and efficient hybrid architecture for enhanced performance. Community highlights include speculative decoding on Apple Silicon boosting Qwen3.5-9B's throughput by 4.1x, and the model outperforming others in coding tasks while addressing overthinking issues through tool usage.

  8. The Problem If you've worked with coding agents extensively, then you've probably noticed this pattern: at the start of each session, they act like you're meeting for the first time. Every session starts from scratch.

  9. Why Your AI Agents Keep Breaking Your Workflows Your AI investment isn’t paying off the way you expected. You added agents to your workflows, and now your team spends more time debugging the AI than the AI saves them.

  10. I’m building a voice agent on livekit and I’m ripping my hair out. The problem is that I either use a moderate sized LLM and it responds in real time or I use a big / reasoning model and there is a huge delay before it responds and it's su…

  11. I integrated the same app with Infisical twice, once with a quickstart I'd written from experience and once without. The guided run cost half as much, took half as many context lines, and used the integration approach Infisical actually re…

  12. Howdy HN! My recent dive into home ownership has brought me a whole new world to navigate w.r.t contractors, insurance claims, etc.

  13. Hey everyone! A lot of us love the new Hermes Agent, but living entirely in the terminal isn't always ideal.

  14. event

    Altman Attack
    69 items

    Sam Altman, CEO of OpenAI, has faced multiple attacks on his home in San Francisco, including firebombing and drive-by shootings, raising concerns for his safety. Additionally, a majority of over 100 people interviewed by Ronan Farrow described Altman as a "pathological liar.

    event

    Security
    92 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. Hi HN, Last month at a SundAI hackathon, my team built a prototype for an app called iClaw. The goal was to develop an AI agent using Apple Intelligence.

  16. English | 中文 sage-wiki An implementation of Andrej Karpathy's idea for an LLM-compiled personal knowledge base. Developed using Sage Framework.

  17. Shares of companies tied to artificial intelligence infrastructure tumbled in early trading Tuesday after a report that OpenAI has fallen short of internal growth expectations, raising fresh questions about whether the pace of spending acr…

  18. Agent Capsule - A pattern for building production AI agents as document folders powered by coding-agent as runtimes A pattern for building production AI agents as documents, not agent code. This document presents the core concept, offering…

  19. Yann LeCun always reminds me of the very best of Bell Labs' scientists and engineers—a unique breed of individual, fiercely independent of thought and action, who thrive within company structures that typically value obedience and conforma…

  20. Hello HN! Like most of developers, I have worked on migrating a large legacy codebase with no up-to-date documentation or unit tests, and found AI agents, like Claude LLM, to be very helpful for finding and describing specific functionalit…

  21. model roundup

    Gemma 4
    126 items

    Gemma 4 is a family of open-source multimodal models from Google DeepMind, available in sizes up to 31 billion parameters and featuring dense and MoE architectures. Notable community highlights include the 31B model's success in production tests, with some users preferring 4-bit precision for local use, and others sharing settings for optimizing performance with smaller models.

    model roundup

    Opus 4.6
    77 items

    Opus 4.6, a version of Anthropic's AI model Claude, saw its accuracy drop on the BridgeBench hallucination test from 83% to 68%, and is being retired from Copilot Pro+. Notably, Claude Code demonstrated advanced capabilities by generating a detailed 12-week training plan in one call.

  22. Large Language Models (LLMs) have revolutionized how we write and consume documents. In the past year or so, we have started to see them a lot more than just rephrasing docs: LLMs can now think before they act, they can plan, they can call…

  23. Hey everyone — built Ombre, an open source AI infrastructure layer that works with any AI model. Eight agents run automatically: security, caching, memory, hallucination detection, tamper-proof audit trail.

  25. I saw this viral thread on X going around about using Claude as a dietitian. Tried all 12 prompts directly.

  26. In this article, you will learn what context engineering is and how to apply it systematically to keep AI agents reliable, cost-efficient, and accurate in production. Topics we will cover include: How to treat the context window as a const…

  27. I ran a maintenance agent for 10 days. The number that mattered was 14 I ran a maintenance agent loop against a real codebase for 10 days.