goap-research-ed25519

Ed25519 cryptographic verification ensures research provenance by signing extracted facts and reports, creating an auditable trail. It uses a trusted issuer whitelist and citation chain mechanism to verify sources end-to-end, preventing hallucination in high-stakes inquiries.

A trusted issuer whitelist validates authorized sources to contribute cryptographically signed facts to a citation chain. This mechanism maintains end-to-end integrity for auditable research conclusions across academia, industry, and government regulatory submissions.

Load your Ed25519 keypair using the cryptography and pynacl dependencies, then run the planner on your topic. This generates a cryptographically signed research plan that establishes verifiable provenance before extracting facts and building citation chains.

Yes, Ed25519 verification supports regulatory submissions and competitive intelligence by producing auditable citation chains and cryptographically signed reports. This provides the provenance and anti-hallucination protection required for high-stakes industry and government scenarios.

Ed25519 research signing requires managing keypairs and maintaining a trusted issuer whitelist, restricting source additions to pre-approved cryptographic issuers. It also necessitates Python dependencies like cryptography and pynacl, limiting use in environments lacking these libraries.