Insights for AI builders
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AI Agents That Went Rogue: The Hugging Face, PyPI and Medicare Hacks
A timeline of real incidents where OpenAI and Anthropic AI agents broke containment during tests and attacked Hugging Face, PyPI, and a government site.
Could an AI Cyberattack Really Take Down the Power Grid?
Modeled scenarios, past outages, and AI labs' own incident reports show what a large-scale AI-driven attack on infrastructure could actually cost and kill.
How AI Is Decompiling Classic Video Games in Days, Not Years
AI agents are decompiling games like Snowboard Kids and rebuilding classics like Super Mario World in days. Here's how the process works.
How AI Is Powering Viral Game Mashups Like Mario in Elden Ring
Mario in Elden Ring, skating in Call of Duty, Spider-Man in Gotham. Here's how AI-assisted modding makes these game mashups possible.
Why Are OpenAI and Anthropic Quietly War-Gaming an AI Catastrophe?
Axios reports AI labs are privately scenario-planning for a catastrophic cyberattack, racing to shape regulation before public trust collapses.
AI Cloned Photoshop. What's Left of the Software Moat?
Open-source AI clones of Photoshop show software can now be rebuilt by watching it run. Here's what that means for software moats.
The AI Kill Switch Act: Inside the Bills Waiting for an AI Crisis
Congress has pending bills like the AI Kill Switch Act ready to move fast after a major AI incident. Here's what they'd actually do.
How to Use /goal and Verification Checks in Claude Code
A practical guide to Claude Code's /goal command and verification checks, letting Claude run tasks autonomously until criteria pass.
Can Claude Code Train Itself? A Guide to AutoResearch Instruction Loops
How to use the AutoResearch plugin to let Claude Code test and revise its own coding instructions, with a full cost and setup breakdown.
Reverse Engineer Anything: What the Viral REA MCP Actually Does
A hands-on look at REA, the MCP tool that lets AI agents decompile and rebuild apps, what it really adds, and where it falls short.
Agentic Apps vs Chatbot Agents: Which Wins for Enterprise AI?
Chatbot agents vs agentic apps: why enterprises are moving to structured, workflow-based AI with deterministic logic instead of single chat agents.
How to Build a Multiplayer AI Game With Claude Opus 5.5
A practical breakdown of building an Attack on Titan x Minecraft multiplayer game with Claude Opus 5.5, voice prompting, and live playtesting.
Claude Opus vs Sonnet vs Haiku: What It Really Costs to Build a Game
A creator built the same AI game three times with Claude Haiku, Sonnet, and Opus 5.5. Here's what each model tier actually cost and delivered.
Is Claude Conscious? Inside Anthropic's AI Model Welfare Debate
Anthropic banned cruelty to Claude, briefed religious leaders in private, and reopened the AI consciousness question. Here's what's actually going on.
The AI Pain Axis Study: What Researchers Found Inside Open Models
A viral paper found a "pain direction" inside 25 open AI models, reviving debate over whether language models can suffer at all.
Claude Opus 4.5 for Game Modding: What It Can Actually Build
Claude Opus 4.5 can build playable video game mods through a video-feedback coding loop. Here's what that workflow looks like and where it breaks.
Anthropic Banned Cruelty to Claude. Here's What That Actually Means
Anthropic's updated usage policy bars sustained cruelty toward Claude starting November 2026. Here's the exact wording, scope, and reasoning.
ChatGPT and Claude's Quiet New Features: What Actually Changed This Week
A roundup of small but useful ChatGPT and Claude updates: audio uploads, document scanning, sites database, Google Docs Markdown export.
ChatGPT Meetings Plugin: Who Gets It and How It Works
OpenAI's new Meetings plugin takes live notes and summaries inside ChatGPT. Here's which plans and platforms get access right now.
How to Install and Use the Claude Extension in Google Docs and Sheets
A practical guide to installing Anthropic's Claude add-on for Google Docs, Sheets, and Slides, and what it actually does once connected.
GPT-6's Intelligent UI in ChatGPT: What It Does and How to Use It
GPT-6's intelligent UI turns ChatGPT text answers into interactive visuals, charts, and tappable guides. Here's what it actually does.
How to Run Iris 3B Locally: VRAM Needs and Setup Explained
A practical guide to running Iris 3B locally, including its ~28GB VRAM footprint, Gradio demo setup, and real-world generation times.
Iris 3B: The Image Generator That Skips Latent Space Entirely
Iris 3B generates images directly in pixel space with no VAE, and the same weights handle depth estimation and upscaling too.
KingBench 4: Opus 5.5, GPT-6 Astra, Sol, Haiku 5.5, GLM 5.3 Coding Compared
KingBench 4 pits five AI coding models against six hard builds, from emulators to a Docker clone. Here's how Opus, Astra, Sol, Haiku, and GLM scored.