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1. poisson-labs/tasks poisson-labs/tasks Public

   Find where your agent breaks before your users do. Seeded tool-use tasks checked by code, on your own tools.

   Python 2

2. poisson-labs/prove poisson-labs/prove Public

   Did your change to the agent really change how often it fails? Replays the same cases before and after, and says per condition, with stated error bounds and detection limits.

   Python 1

3. poisson-labs/vjepa-stress poisson-labs/vjepa-stress Public

   Where V-JEPA 2.1's dense video features hold up under noise, blur, frame drops, occlusion and low light, across all four model sizes. Code and data for the Poisson Labs post.

   Jupyter Notebook 2

4. poisson-labs/jev-replay poisson-labs/jev-replay Public

   Measures whether TypeSafe's Jev decision model flips actions on identical replays near shipped thresholds across 12,705 calls. Replication data, harness, and independent verification.

   Python

5. poisson-labs/mhc-repro poisson-labs/mhc-repro Public

   Reproduction of DeepSeek's mHC (Manifold-Constrained Hyper-Connections), from 10M to 2.5B parameters, logging how much each residual connection amplifies the signal.

   Python

6. poisson-labs/policy-robustness-sweep poisson-labs/policy-robustness-sweep Public

   Maps where a Unitree Go1 walking policy falls over across 400 combinations of floor friction and push, then compares the map before and after retraining.

   Python