Knowledge grid

Chatbots, tools, and general AI signal arranged for quick judgment

A calm index for deciding whether an AI release, chatbot, or tool deserves your time.View all updates

Gemini 3.5

Google’s new Gemini 3.5 Flash beats last year’s Pro model on coding and agentic tasks and runs noticeably faster, but it costs roughly 3x the Flash tier it replaces. That changes the calculus for anyone who built on Flash because it was cheap.

Tool reviews

Useful tools survive scrutiny

Reviews prioritize capability, reliability, value, and the friction a product creates in real workflows.View all reviews
What makes this different

AI Finds Reviewed is built around technical literacy, source discipline, and real-world usefulness instead of hype cycles.

Academic grounding

Formal AI education gives the reviews a stronger filter for claims and caveats.

Repeatable rubric

Tools are scored on capability, reliability, and value rather than novelty alone.

Transparent limits

Every review should say what was tested, what was not, and when to retest.