Historical Windows temporal memory-state research artifact for studying time-bound memory observations, validation limits, and defensive visibility.
PCBench: Benchmark for Python API parameter compatibility issues
Code, data, and ontologies for FAOS research papers on ontology-powered enterprise AI agent verification (RA-3 neurosymbolic, RA-6 trust certification).
JSON Schema for decision events as governance evidence units in automated decision and real-time risk systems. MIT.
Evaluation infrastructure for AI systems beyond direct human supervision
Side-channel profiler that detects deceptive intent in LLMs by measuring the computational cost of lying.
Reproducibility package for fixed-ontology GraphRAG court-form filling experiments
Curated code and result summary for world-model inputs in Atari policy experiments.
A reproducible microservice observability lab for measuring performance overhead, debugging value, failure detection, indexing impact, and orchestration trade-offs.
Python library for evidence sufficiency scoring in governance assessments under delayed ground truth, drift, and decision-readiness constraints.
Experimental Python research runtime for validation-gated program synthesis and adaptive search, with anti-cheat verifier discipline, sealed hidden evaluations, and rollback-sensitive self-modification — measuring bounded adaptive improvement, not unrestricted recursive self-improvement.
langquant (LPCI) is a scaffold-as-state research artifact testing whether a refreshing language scaffold can serve as the sole working state for a stateless LLM. In one A/B run (n=1/condition, 20 turns) the model held coherence with zero history; transfer entropy dropped 0.608 to 0.085, a large reduction, not zero. Single observation, not a proof.
PGP-inspired Post-Quantum text encryption. Features Hybrid Crypto (Kyber + X25519), TPM Hardware Binding, and paranoid memory hygiene.
PCREQ-evaluation: Evaluation artifact for PCREQ
REQBench: Benchmark for compatible requirements inference in Python third-party library upgrades
PCART-LLM: Research artifact for LLM-based API compatibility analysis
Artifact for the empirical study of adaptive runtime instrumentation under telemetry budgets
Reference prototype and reproducibility artifact for an ML-KEM-768-based incompleteness-secured commitment framework with claim guards, benchmark scripts, and wrapper portability probes.
Comparative determinism experiment on a 285v D6 substrate (P_95 □しろいしかく K_3) — Zer0pa Computation portfolio. Pure-rational deterministic Rust pipeline; 31,560 byte-identical SHA-256 hashes on commodity Android.
Manuscript and arXiv source package for Policy-Constrained Financial Execution for Autonomous Agents (FPCL).
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