Falsification Python Packages

falsifyai

Portable, content-addressed reliability evidence for LLM systems. Capture how a model behaves under perturbation; preserve, verify, and diff the evidence across model changes.

crimsonos

Crimson OS — Reality-Guided Intelligence, not AGI: sovereign local OS on your NAS. Agent_Bridge markdown ledger, not RAM. GAS→LIQUID→CRYSTAL gate. Hausdorff F₂↪SO(3) cos θ=⅓. Geometric_Unity_Validation: JHTDB ablation, negative JSON shipped. Beta · Apache-2.0

causal-falsify

Algorithms to falsify unconfoundedness assumption when having access to multi-source observational data.

falsify-eval

Calibrated falsification harness for retrieval evaluation.

gnosis-morph-bench

Benchmark-first starter package for neutral route scoring, replay, and stability checks.

cuneiform-control

Control-pack manifest validation for the cuneiform benchmark lane. Stdlib-only. Does not repair the failed governing gate.

zer0pa-materials-workbench

Zer0pa Materials Workbench — research infrastructure for in silico materials science discovery

zpe-video

Perception receipts for AI video pipelines. Cross-writer bit-exact under default settings (SHA-256 stable across writers in any language). Zero runtime dependencies; pure stdlib core. ~1.1 KB per video; per-frame CRC32 + schema + versioning. Useful now, improving continuously.

gnosis-indus

Staged anchor application and evidence repo for the Gnosis Indus Atlas lane.

zpe-dm3

Deterministic computation substrate diagnostic — Zer0pa Computation portfolio. 380v C3-symmetric graph (P_95 □ K_4); ARM64 cross-platform determinism (claim τ); trimodal sawtooth + s50 cliff confirmed for shape; static reconstruction at Tier-2 (R8 OPEN).

zpe-taste

Evidenced-negative taste object — failed the geometry-bearing fit gate (metric_fit 0.207 vs 0.6 threshold). The committed negative reference is preserved as the lab record. No positive taste codec is claimed.