e-values

Runs ~20 options strategies against live market data in shadow mode, records every hypothetical fill under worst/base/optimistic assumptions, and grades each with anytime-valid e-processes. Places no orders.

Measure your agent harness, find where it wastes the model, and prove the fix worked. Harness-agnostic, agent-agnostic, zero dependencies. Reference implementation of HTP-1.

Certified pairwise leaderboards for retrieval evaluation. WITNESS samples a few fresh human labels at known probabilities and uses official qrels and LLM judges only as variance-reducing predictors: unbiased for any judgment source, false-discovery-rate controlled, with label-budget forecasts. One-command reproduction.

Benchmark for statistically valid AI scientist systems, using audit-closed protocols, transparency logs, and sequential inference to prevent false discoveries in autonomous research agents.

Publicly verifiable proof that an LLM endpoint actually spent the compute you paid for — zero provider cooperation. Closes the effort gap (Hollow-LLM) and the transferability gap (IRIS).

Anonymous code and result release for block-calibrated false-discovery control in open-vocabulary detection

Research implementation of anytime-valid group-invariance tests with kernel, adaptive Gaussian, and neural statistics.

Anytime valid inference in Python: confidence sequences, sequential tests and e-values

Codebase of Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models, accepted at NeurIPS2025

Label-free drift attribution (model / noise / world / annotator) with anytime-valid guarantees and a frozen pre-registration — closes the zero-label misattribution gap 0.50→0.00 on the recoverable cause; negatives reported as measured boundaries.

Code and data for the letter "Anytime-Valid Alarms for BGP Incident Detection via Conformal e-CUSUM Monitors": online conformal p-values and betting-based e-CUSUM monitors for BGP incident alarms, with seven incidents, ordinary-day baselines and a one-command reproduction.

Reproducibility artifact for The Price of Peeking: Anytime-Valid Leakage Detection on ML-KEM EM Traces.