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Congressional App Challenge - FireGuard - Special Recognition
Local-first project memory for AI coding workflows.
AMPP is an autonomous system that proves mathematical theorems with machine-checked guarantees. It targets advanced combinatorics, number theory, and Erdos-style problems — the kind of mathematics where a single clever construction or counterexample can change everything.
Local-first dependency intelligence: discover, plan, validate, repair, and undo Python environments with deterministic Rust safety.
Graph-Routed Adaptive Fusion Transformer Network — GRAFT-Net v0.1.0
Pushback Resistance & Epistemic Stability Score - A standardized framework for quantifying sycophancy — measuring how confidently language models hold correct beliefs under social pressure.