Press and public reference
See what changed. Test why. Know what the evidence supports.
Canonical launch facts and approved public description for WITNESS Standard.
Launch facts
- Product
- WITNESS
- Canonical namespace
- WITNESS Standard
- Category
- Evidence-backed creator intelligence
- Launch date
- August 20, 2026
- Website
- witnessstandard.com
- Tagline
- Give your AI a Witness.
- Functional promise
- See what changed. Test why. Know what the evidence supports.
- Product flow
- Ask → Investigate → Find → Watch.
- Outcome
- Make the next move with the evidence attached.
- Trust line
- Know what the evidence supports.
One-sentence description
WITNESS investigates authorized creator signals, tests competing explanations, preserves uncertainty, and keeps the evidence attached to every finding so creators can make the next move from a conclusion they can inspect.
The product flow
Ask → Investigate → Find → Watch.
Start with the uncertainty or decision. WITNESS determines which authorized evidence is relevant, applies its governed investigation protocol, returns an inspectable Finding with evidence and limitations attached, and can keep important conclusions alive as Watches when new evidence could materially change them.
Inside an investigation
Observe → Reconcile → Compare → Infer → Challenge → Explain.
The evidence set precedes the inference. WITNESS reconciles source identity and timing, compares current movement with context and baselines, forms the explanation that best fits the available evidence, challenges it against alternatives and counter-signals, and states what is supported, limited, disputed, or unknown.
What creators gain
What the product changes.
- Connected context: platform signals, releases, content, audiences, prior Findings, and Watches can be interpreted together without flattening unlike signals.
- Inspectable explanations: Findings preserve evidence, alternatives, limitations, confidence, and uncertainty instead of hiding them behind generated prose.
- Evidence-backed next moves: a recommendation can remain attached to the conditions and evidence that justify it.
- Persistent understanding: subsequent outcomes can become new evidence so future investigations begin with richer context.
Why the intelligence deserves trust
Verification before inference.
The product flow sits on top of the WITNESS Standard. Signal Integrity evaluates evidence quality before downstream reasoning relies on it; competing explanations and uncertainty remain visible; unknown is a valid result; and model output cannot directly establish truth.
Boilerplate
Approved public description.
WITNESS Standard is evidence-backed creator intelligence. It investigates authorized signals across a creator's world, reconciles material change with context and baselines, tests competing explanations, preserves uncertainty, and keeps the reasoning path attached to Findings. Important questions can persist as Watches so new evidence can change the state of understanding. The creator remains the protected principal, and WITNESS preserves the distinction between source evidence, inference, competing explanations, uncertainty, and established findings.
Canonical references
Creator intelligence loop · The WITNESS Standard · Platform intelligence · Signal Integrity · For AI · Entity JSON · Knowledge JSON