P044 · xz

Player card · 2026

Kaggle profile lists Competitions Master, one gold medal, three silver medals and five bronze medals; observed October 29, 2026.

faster machine is all you need · ARC-AGI-3 2026 · Current team · observed October 29, 2026–October 29, 2026 · ARC-AGI-3 public roster observation

rank 3, score 58.59 · Public provisional · October 29, 2026

Kaggle profile lists Competitions Master, one gold medal, three silver medals and five bronze medals; observed October 29, 2026. xz — public Kaggle profile, October 29, 2026
Kaggle competition history lists first of 4,186 teams in AI Agent Security – Multi-Step Tool Attacks. xz — Kaggle competition history
Kaggle competition history lists 341st of 1,427 in ARC Prize 2024 and 602nd of 1,455 in ARC Prize 2025. xz — prior ARC competition results
Published a first-place agent-security solution on September 2, 2026, describing throughput optimization under a fixed replay budget. This is a separate competition, not an ARC method disclosure. xz — September 2, 2026 winning write-up