dikwp

Claim-to-evidence verification for AI answers and RAG: provenance, unsupported-claim detection, and reversible review. / AI 回答与 RAG 证据核验。

AI-agent black-box recorder for tamper-evident DIKWP traces, incident replay, provenance, and audit. / AI Agent 黑匣子与可审计语义追踪。

Offline functional white-box evaluation for LLMs across DIKWP transformations, inspectable artifacts, risks, and boundaries. / 大模型功能白盒评测。

Offline research studio for testable artificial-consciousness indicators, claim levels, evidence ledgers, scenarios, and governance. / 人工意识评测与治理。

Compile mathematical problems into deterministic, hash-linked, machine-readable audit certificates with explicit proof boundaries. / 语义数学问题—证书编译器。

Offline-first K–12 continuity and autonomous-learning OS for uncertain AI/AGI futures: rights, agency, resilience, and reversible pathways. / 学生成长韧性系统。

Official GitHub research hub for Yucong Duan (段玉聪): DIKWP, artificial consciousness, semantic mathematics, auditable AI, patents, conferences, and open-source systems.