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Physics World Model

Red Team

Adversarial challenge board — earn bounties by finding reproducibility failures, data contamination, or physics-violating reconstructions.

Open bounties

RT-001open

Reproduced result without claimed code

Demonstrate that a Certified-tier result cannot be reproduced using only the released code, forcing the claim back to Draft.

Reproducer badge + 50 credits
RT-002open

Dataset contamination in benchmark

Provide evidence that training data for a top-ranked method overlaps with the hidden test set.

Red-Team badge + 100 credits
RT-003open

Physics-violating reconstruction

Show that a Certified claim produces results that violate the physical forward model (e.g. negative photon counts in CT).

Red-Team badge + 75 creditsct, pet, spect

Red-team findings (0)

No red-team findings yet. Be the first to find an adversarial failure.

How to participate

  1. Pick a Certified-tier claim and attempt to reproduce it using only released code.
  2. If reproduction fails, document the failure with evidence.
  3. Submit your red-team report via the platform with tag red_team.
  4. If upheld by reviewers, the claim reverts to Draft and you earn the Red-Team badge + reward.