AI Tool Review API

Tinker API: Streamlining Large Model Training for Research Teams

Tinker, Mira Murati’s initial product from her AI startup Thinking Machines Lab, is a managed API for fine-tuning large language models via Python, designed for research teams. Currently in private beta, it offers simplicity in model training while managing distributed complexities, but lacks public availability, clear pricing, and production readiness.

AI Tool Review

Is ChatGPT Instant Checkout the Future of Online Shopping?

OpenAI’s Instant Checkout feature for ChatGPT, launched on September 28, 2025, enables single-item purchases directly within chat, primarily from U.S. Etsy sellers. While it streamlines buying for impulse shoppers, merchant fees remain undisclosed, and the service lacks multi-item functionality. Broader adoption relies on expanding merchant partnerships beyond Etsy.