GaiaLab · The Global Ledger of Biological Evidence

Don't trust the AI. Inspect the evidence.

GaiaLab records biological claims as persistent scientific objects with linked evidence, contradiction state, revision history, and provenance. The goal is not to ask for belief — it is to make every important conclusion challengeable.

Evidence-backed does not mean biologically proven or clinically actionable. GaiaLab is a research system: every claim should be read with its context, contradictory evidence, evidence state, and source history.

Observed performance

Prediction record — live, not promotional

The values below are loaded from GaiaLab's public calibration endpoint. They are shown together because no single metric is sufficient evidence of predictive quality.

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Validation
How does GaiaLab perform?
Inspect validation methodology and outcome tracking instead of relying on a marketing claim.
Calibration
Does confidence mean anything?
Review calibration metrics, baselines, caveats, and the distinction between retrospective and prospective evaluation.
Prediction ledger
What did GaiaLab predict?
Open the prediction record and judge forward-looking claims against later evidence and trial outcomes.
Anteriority
Was the prediction recorded first?
Use the proof-of-anteriority surface to inspect cryptographic commitments and timing evidence.

Recorded biological claims

Open any claim to inspect its evidence state, revisions, observation history, supporting sources, mixed evidence, and contradictions.

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How to interpret this ledger

Counts on this page describe persisted GaiaLab records, not scientific truth. A contradiction means linked evidence disagrees under GaiaLab's structured comparison rules; it does not automatically invalidate a claim. Confidence is an internal evidence/model synthesis score, not a treatment-response probability. Clinical or therapeutic use requires independent expert and experimental validation.