ALL SYSTEMS LIVE·VERIFIED FACTS · ONE SHAPE · HONEST CONFIDENCE
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THE VERIFIED-FACT LAYER · ONE SHAPE FOR EVERY FEED

Not just data. Verified facts.

Every live datapoint Dynamic Feed serves comes back in one canonical shape with an honest verification block: a confidence score, how many independent sources stand behind it, whether it is fresh, and an Ed25519 signature. One rule holds everywhere: signed is not the same as verified. A signature proves we reported this exact value at this time, unaltered. Verified is reserved for facts independently corroborated by two or more sources and still in date.

THE SHAPE

One fact, every feed.

Whether it is weather, an outage, a recall or a satellite position, the answer comes back the same way, so an agent can reason over any of the 90 feeds with one parser.

{ "id": "fact_8c1e…", "category": "Live Weather", "entity": "Sydney", "fact": "current_weather", "value": 21.4, // scalar, or an object for compound facts "unit": "°C", "timestamp": "2026-06-28T03:00:00Z", "expires": "2026-06-28T04:00:00Z", "country": "AU", "provenance": { "source": "Open-Meteo", "licence": "CC-BY" }, "verification": { "confidence": 0.8, // transparent composite of the signals below "sources": 1, "verified": false, // signed, but not independently corroborated "basis": "live-source", // live-source | forecast | computed "signals": { "signed": true, "fresh": true, "corroborated": false } } }
LIVE

Real facts, fetched in your browser.

These are live calls to POST /v1/facts right now, keyless. Watch how a single-source reading is honestly marked signed, single source while a multi-source reading earns verified.

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how to read the verification block

Signed means the value carries an Ed25519 signature: proof Dynamic Feed reported it unaltered, re-checkable at /proof. Verified is stricter: it is true only when the reading is corroborated by two or more independent sources and is still fresh. A high-integrity single-source fact is honestly verified: false, never dressed up. The confidence number is a transparent sum of the exposed signals, not a decorative figure.

QUERY IT

One endpoint, keyless.

1

Ask for a fact

One call: GET /v1/facts?tool=current_weather&city=Sydney, or POST a batch of calls. No key to start.

2

Get the canonical shape

The same fact shape every time, with provenance and the honest verification block, so one parser handles all 90 feeds.

3

Trust, then verify

The envelope is Ed25519-signed. Re-check it at /proof or with the open verifier, and act on verified and confidence, not on our word.

THE FUTURE, HERE AND NOW

Build on verified facts.

Fully automated, run by AI end to end. Mint a key and query the fact layer in seconds.