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.
MindStudio Blog8 min read
MindStudio Blog
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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.
MindStudio Blog9 min read
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.
MindStudio Blog9 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog7 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog7 min read
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.
MindStudio Blog8 min read
How to Build a Self-Improving Software Factory With AI Coding Agents
A technical breakdown of running parallel AI coding agents in sandboxes to fix GitHub issues automatically, verify fixes, and merge safely.
MindStudio Blog8 min read
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.
MindStudio Blog8 min read
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.
MindStudio Blog9 min read
OpenAI's GPT-6 Push Shows Where Cheap, Fast AI Outputs Are Headed
OpenAI and Anthropic both shipped cheaper, faster models this week. Here's what their releases reveal about structured, low-cost AI outputs.
MindStudio Blog7 min read
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.
MindStudio Blog7 min read
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.
MindStudio Blog7 min read
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.
MindStudio Blog6 min read
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.
MindStudio Blog8 min read
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