0
Applied AI·June 29, 2026·1 min read

Don’t Be Afraid of Self-Improving AI, Says a16z-Backed Startup Mirendil

Share

A venture-backed startup openly pushing self-improving AI is a sign that “model that edits itself” is moving from thought experiment to funded roadmap. If you’re building on third-party models, start asking vendors how they track, constrain, and audit self-modification—governance and incident response get harder when the system can rewrite its own internals.

Applied AI

Fitbit’s Gemini AI coach is giving users ‘unhinged’ fitness advice — here’s why users are saying they ‘cannot wait for my trial to end’

An “unhinged” AI fitness coach is a live case study in what happens when you ship advice agents without tight domain constraints, guardrails, and UX for uncertainty. Any team deploying health, finance, or safety-adjacent copilots should be running red-team drills on worst-case advice and instrumenting fast rollback paths before broad release.