Score any document. Prove every claim.
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Updated
Apr 5, 2026 - Rust
Score any document. Prove every claim.
Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.
Open-source verifier for document citations, source evidence, RAG, and agents, with built-in document parsing.
Trace every claim to its source. Identify every hallucination. Before the report reaches your client.
Pi-native execution contracts for AI agents — evidence-gated completion, ordered plans, atomic decomposition, and compaction-safe resume.
A multi-agent framework for evidence-based verification and safety monitoring of clinical LLM reasoning.
Hybrid Signature Manifest Verification Layer for verification of enforcement session binding, context integrity, hash consistency, Sigstore OIDC requirements, and PQC-ready signature metadata.
Eviblock is a blockchain-based digital evidence verification platform. Upload and verify the authenticity of your files using decentralized trust.
Stage351: Hybrid PQC-ready context-bound enforcement signature manifest layer for Stage350 session_sha256, CI/local context, Sigstore OIDC requirements, and ML-DSA intent metadata.
Multi-modal, human-in-the-loop evidence-review agent: one photo → an auditable accept/decline/needs-info verdict. A starter for claims/returns/support agents (CV → Gemini → Claude).
QSP Evidence Match Gate for verifying AI claims against reproduction evidence using target binding, evidence files, SHA256, and signatures.
Evidence grounded causal reasoning for SemEval-2026 Task 12 (AER) retrieval augmented pipeline with hybrid search, cross-encoder reranking, and calibrated verification. Full research journey from baseline to current version.
Mandatory web-first research workflow for any agentic runtime. Three-tier grounding: official docs → research papers → community perspectives. Evidence-verification pipeline with evidence-prediction (not confidence tags). Integrates with findout CLI and skill4eyes. No answer from parametric knowledge alone.
Stage354: Signature Key Rotation Ledger Layer with Stage178 Assumption, Threat Model, and Guarantee Binding. Transparent key lifecycle tracking, signature key status recording, ledger chaining, and PQC migration-aware verification metadata.
Agentic entity search engine that converts natural language queries into source-grounded entity tables using web search, scraping, LLM extraction, evidence verification, deduplication, ranking, and observability.
Stage339: Unified QSP Behavior Policy Action Gate integrating trust score, evidence match, signature gate, policy reasons, and fail-closed actions.
论文证据驱动的科研工作流 Agent / Paper-grounded research workflow agent for code analysis, safe experiment planning, metric parsing, verification, and reproduction reporting
REMEDA Stage329: submit-ready AI security audit artifacts built on Stage328 evidence match verification.
Stage329 audit submission package extended with automatic SHA256 evidence hash generation for Stage328-compatible reproduction evidence.
Agent-verified work settlement protocol on Somnia.
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