January 8, 2026
Lab Note: High-Fidelity Simulation Benchmarks
Results from testing simulation fidelity across different physical scenarios. Identified accuracy-performance tradeoffs.
Read note →Lab Notes
Experimental logs, documented failures, and work in progress. Lab notes capture the research process, not just final results.
We publish these to save time—ours and others'. A well-documented negative result is a contribution.
December 18, 2025
Attempt #017: Unified Information Geometry for Causal Inference
Failed attempt to build a single geometric framework unifying different causal inference approaches. Documented failure modes and extracted insights.
Read note →November 22, 2025
Lab Note: Type-Level Agent Coordination Experiments
Experiments with encoding coordination logic at type level. Promising for small systems, intractable for realistic agent populations.
Read note →About Lab Notes
Lab notes are less polished than papers. They document ongoing work, failed experiments, and incremental findings. The goal is transparency and knowledge sharing.
If you attempted similar approaches or have related insights, let us know.