CalibratedDecisions.

Repo · Games & real time

HACKSPAIN-2026

Taiafox filters a hundred incoming messages down to the three that matter, coordinates responders by voice, and re-plans in under a second when the…

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From the repository

Taiafox filters a hundred incoming messages down to the three that matter, coordinates responders by voice, and re-plans in under a second when the fire turns.

hackspain-2026happyrobothumalikejevpolicysolvertypesafe

How builders describe it

Taiafox filters a hundred incoming messages down to the three that matter, coordinates responders by voice, and re-plans in under a second when the fire turns.
A HackSpain HappyRobot-track entry that runs a simulated emergency end to end: Jev reads the calls, an LLM emits policy weights, a linear_sum_assignment solver builds the plan, and Minecraft Paper renders the state.

The decision Jev makes

Choose a legal move, a lane or an NPC reaction each turn.

Where it fits

Games are a stress test for decision speed. Jev picks the next move from the legal ones, fast enough for arcade games and deep enough for chess and strategy. All 256 games & real time projects →

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