AI Tools You'll Use Everyday (And How To Use Them)

Yannic walks through the original Tree-of-Thoughts paper from Princeton/DeepMind — the generate-score-prune-backtrack loop, why it lifts Game of 24 accuracy from 4% to 74%, and where the technique stops being worth its.

See the original product/research framing that made reasoning models different from ordinary chat models.

Extend a simple agent into multi-step workflows with memory, error handling and realistic business integrations.