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A Framework for Evaluating AI Reasoning in the Governance of External Representations

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Unlocking AI Reasoning for Better Governance
As AI systems increasingly affect enterprises, understanding governance risks becomes essential. Traditional methods focus on accuracy and compliance, but often overlook the transparency of AI reasoning. This is where Reasoning Claim Tokens (RCTs) step in.

  • What are RCTs?

    • A novel construct within the AIVO Standard
    • Captures time-indexed reasoning claims from AI
    • Enhances traceability of AI decision-making without asserting correctness
  • Why They Matter:

    • Bridge the gap between outcomes and reasoning contexts
    • Allow enterprises, boards, and regulators to reconstruct decision-making moments
    • Focused on governance-oriented traceability, not verification

Embracing RCTs can lead to more responsible AI implementations, fostering trust and transparency. Are you ready to rethink how we approach AI governance?

🔗 Share your thoughts and let’s discuss how RCTs can transform AI transparency in your organization!

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