EITL Governance FrameworkActiveTruth Engine:Live

Human-guided AI systems for founders and operators facing legal risk.

Make reasoning visible, testable and editable by experts before uncertainty becomes action.

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Evidence Ledger

Source
Verified source material and citations
Documented
Claim
Extracted claim and key assertions
Identified
Conflict
Contradictory information detected
Requires review
Expert review
Human expert analysis and validation
Human accountable
Next question
Open questions and areas for further research
Queued

Evidence Ledger

Source
Verified source material and citations
Documented
Claim
Extracted claim and key assertions
Identified
Conflict
Contradictory information detected
Requires review
Expert review
Human expert analysis and validation
Human accountable
Next question
Open questions and areas for further research
Queued

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The complete Truth Engine ecosystem

One methodology, one governance framework and three places to apply it. Each part feeds the next.

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Truth Engine

Makes reasoning visible, testable and editable by experts.

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EITL

An Expert-in-the-Loop governance framework that keeps humans accountable where AI decisions matter.

The Official AI Counsel

Applied legal-risk clarity for founders and operators.

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The Official AI University

A practical path for human-AI collaboration.

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The Speakeasy

A private, vetted network for people building real systems, not hype.

How clarity is built

01
Pull from real sources
02
Cross-reference claims and surface contradictions
03
Return layered, confidence-rated answers backed by receipts
Expert review stays in the loop.
See how EITL keeps humans accountable

Pragmatic

Clarity that can be used.

Personal

Human expertise remains accountable.

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