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New AI tool routes trust by verifying evidence readiness

A new open-source project, Agenda Intelligence MD, aims to improve AI agent reliability by focusing on evidence readiness rather than just answer generation. Developed by Vassiliy Lakhonin, the tool is designed for high-stakes decision-making workflows where trust in AI-generated information is paramount. It transforms raw input documents into structured review packets that highlight supported claims, identify weak or missing evidence, and suggest appropriate human reviewers or escalation paths. AI

IMPACT This tool could enhance the trustworthiness of AI in critical decision-making processes by focusing on evidence verification.

RANK_REASON The cluster describes a new software tool designed to improve AI agent reliability.

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New AI tool routes trust by verifying evidence readiness

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  1. dev.to — MCP tag TIER_1 English(EN) · Vasili ·

    Stop Asking AI for Answers. Start Asking If the Evidence Is Ready.

    <p>Most AI agents are optimized to produce an answer.</p> <p>But in serious workflows, the answer is not the hard part.</p> <p>The hard part is knowing whether that answer is supported well enough for a human to trust it, act on it, or escalate it.</p> <p>That is the problem I am…