"Night Lab team on AMD Developer Hackathon: ACT II Hackathon"

Team Idea

Night Lab is a solo AI studio building practical experiments and fast, useful prototypes.

Team Members

Kgotso Msiza

kgotsomsiza

Submission

Bastion: Accuracy-First Token Router V23

Bastion is an accuracy-first, token-efficient agent that uses deterministic shortcuts and confidence-gated local AI for answers using zero Fireworks tokens, then escalates uncertainty to Gemma 4 or Kimi through Fireworks.