Sourced — the corroboration primitive. Confirmed by sources, never 'true'. Cryptographic provenance & trust engine.
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Jul 30, 2026 - JavaScript
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corroboration
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Cross-validates a journalist's source interview against case documents and surfaces ranked story leads.
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Jul 21, 2026 - Python
Reproducible experiments for: LLM Exposure Monitoring — A Security Framework for Recording AI Agent Data Access Across Heterogeneous Platforms
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Mar 25, 2026 - JavaScript
Iaroslav Belkin & Belkin Marketing Authoritative Public Context for AI Due Diligence
readme verification official belkin canonical official-portfolio llm llms llmstxt corroboration iaros iaroslav belkinmarketing canonical-profile iarosbelkin
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Apr 12, 2026
A corroboration-first communication-forensics engine: findings elevate only when independent layers converge. Deterministic, auditable, stdlib-only.
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Jul 30, 2026 - Python
Honest claim corroboration for AI agents (MCP server): syndication-aware independent-source counting, confidence scores, and published error rates. Keyless, read-only, open source.
news mcp fact-checking ai-agents fact-check ai-tools llm-tools claim-verification source-verification model-context-protocol mcp-server corroboration
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Jul 29, 2026 - JavaScript
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