Foundation lab
Context and Hallucination
Change question clarity, relevant context, reliable source support, and stakes. Predict the result before revealing a reviewed answer variant.
Change one condition and inspect what changes.
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Interactive explanations

What the Lab is for
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Foundation lab
Change question clarity, relevant context, reliable source support, and stakes. Predict the result before revealing a reviewed answer variant.
Signature Lab · evidence
Compare convincing claim formats without mistaking confidence, prestige, or repetition for support.
Signature Lab · media evidence
Evaluate origin, context, corroboration, provenance, and consequences without pretending that appearance alone detects truth.
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Signature Lab · systems
Assemble capability, context, tools, state, permissions, and review to see why a functioning system is more than its model.
Signature Lab · delegated action
Set access, limits, approvals, logs, and recovery for a fictional system that can act through software.
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Signature Lab · work
Decompose work into tasks, relationships, judgment, and responsibility before making whole-job predictions.
Signature Lab · oversight
Place review where an AI-assisted workflow becomes consequential, uncertain, sensitive, or difficult to reverse.