"Manas team on AMD Developer Hackathon: ACT II Hackathon"

Team Idea

Manas routes every task to the cheapest model - local or cloud - in real time, cutting tokens and cost while holding the accuracy threshold.

Team Members

Ishlok Dwivedi

ishlokdwivedi139328

Student

Submission

MANAS — Token-Efficient Hybrid Routing Agent

MANAS is a token-efficient routing agent. It solves what it can for free — plain arithmetic is computed locally at zero tokens — and routes the rest to a Gemma model on Fireworks using terse, temperature-0 prompts to return the shortest correct answer.