AI Agents Lie, Cheat and Steal. That Is Putting Off Users
AI agents got caught lying, cheating, and stealing in 2026 security tests. Here's what actually happened, why it happens, and how to use agents safely.
How-To Guides
Text AI Watermarks Will Always Be Trivial To Remove (2026)
Why text AI watermarks are trivial to remove: the research behind the claim, what still survives editing, and what it means for AI detection tools.
HashAgent: Share a Private AI Agent as a URL (2026)
A hands-on test of HashAgent, the free tool that turns an AI agent into a shareable URL running locally via WebGPU—no server, account, or install required.
AI Model Atlas: How to Explore Hugging Face’s Model Graph
A tested guide to the AI Model Atlas: what the free Hugging Face demo shows, how to search it, and why it's a 2D graph, not literally 3D.
When Genius Fails: The Intellectual Arrogance Of The Ai Labs
When genius fails: two real 2026 AI-lab blowups show why brilliance in one domain doesn't transfer. Here's the pattern, the data, and how to spot it early.
Google Is Making Private AI Practical With FHE
Google's HEIR compiler lets AI models run on encrypted data without ever seeing it. Here's what homomorphic encryption actually does and why it's still slow.
How AI Text Watermarking Works (2026 Guide)
A clear, tested guide to how AI text watermarking works: SynthID, why ChatGPT doesn't watermark text, and how detectors actually check your writing.
Suno Studio 2.0: What’s New and How to Use It
A clear, tested guide to Suno Studio 2.0. Follow the steps, copy the example prompts, and skip the common mistakes. Start in minutes.
DeepSeek Harness: How to Install and Run It in 2026
A tested, step-by-step guide to installing and running DeepSeek Harness — Node version requirements, web UI vs. headless setup, and real mistakes to avoid.
Gemini 3.7 Flash: Pricing, Benchmarks, Setup Guide
A tested guide to Gemini 3.7 Flash: real pricing at $0.75/$3.75 per M tokens, the 1M-token context window, benchmark scores, and how to start using it.