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Add trustworthy_ai_tivm: live trust posture extension - #3

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shilawat:add-tivm-trust-extension
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Add trustworthy_ai_tivm: live trust posture extension#3
shilawat wants to merge 5 commits into
projnanda:mainfrom
shilawat:add-tivm-trust-extension

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@shilawat

@shilawat shilawat commented Aug 13, 2026

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Proposes an optional, additive extension to AgentFacts for continuously-updated, red-team-derived trust scoring — complementing the existing evaluations and certification blocks with a live risk model rather than a static audit snapshot.

What this adds

  • tivm_current: composite risk score (0-100) + SL0-SL5 severity classification
  • adversarial_bypass_rate: measured red-team attack success rate
  • trajectory_risk_trend: multi-session behavioral drift detection (rising/stable/declining)
  • trust_tier: T1-T5 assurance tier tied to mission impact
  • expiry: forces periodic re-attestation rather than a one-time certification

Verification

Validated with ajv against both valid and deliberately-invalid instances — the schema correctly enforces the new constraints.

Example

examples/tivm-extended-agent.json is a real AgentFacts document for an agent currently running live on the NANDA network.

Compatibility

Fully additive — no existing required fields changed, no breaking changes to any current consumer of this schema.

TIVM methodology proposed by Sandeep Shilawat, author of Trustworthy AI: Red Teaming, Risk and Architecture of Secure Intelligence (ISBN 979-8255167029).

Proposes an optional, additive extension to AgentFacts for continuously-updated,
red-team-derived trust scoring, complementing the existing evaluations and
certification blocks with a live risk model rather than a static audit snapshot.

TIVM methodology from: Trustworthy AI: Red Teaming, Risk and Architecture of
Secure Intelligence (ISBN 979-8255167029)
@shilawat
shilawat force-pushed the add-tivm-trust-extension branch from f810da2 to 361a00b Compare August 13, 2026 06:35
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