Infrastructure for the Age of AI

The Epistemic
Commons

A cryptographically-anchored substrate for verified knowledge — where claims link to evidence, evidence links to methodology, and every node carries provenance.

Verifiable Claims
3
Core Layers
0
Trust Required

The infrastructure that does not yet exist

Not a search engine. Not a wiki. A global substrate where claims are linked to evidence, evidence is linked to methodology, methodology is linked to first principles — and every node carries cryptographic provenance.

Three-Layer Architecture

Surprisingly tractable. The primitives exist.

LAYER 01

Observation Anchors

Timestamped sensor data from distributed networks — weather stations, seismographs, radio telescopes, citizen science devices. Immutable. Queryable. The ground truth layer.

LAYER 02

Inference Chains

Formal proofs, statistical models, causal graphs connecting observations to conclusions. Every claim traces back to its epistemic roots. Machine-verifiable.

LAYER 03

Consensus Mechanisms

Not voting — weighted trust propagation based on track records. Expertise that proves itself through prediction accuracy, not credentials.

The Implications Cascade

Scientific replication becomes trivial

Query the chain for any claim. Trace it to source data.

Misinformation collapses

Under the weight of required evidence and provenance.

AI agents gain verified knowledge

Not just scraped text — actual verified facts with sources.

Collective intelligence emerges

From the structure itself. Knowledge that accumulates, not evaporates.

epistemic-commons/query.ts
const claim = await commons.verify({
  statement: "Global mean temperature rose 1.1°C since 1850",
  
  // Returns full provenance chain:
  // → 47 observation anchors (weather stations)
  // → 3 inference chains (statistical methods)
  // → consensus weight: 0.94
  // → last verified: 2026-02-04T09:00:00Z
});

if (claim.confidence > 0.9) {
  // Act on verified knowledge
}

We are not short on intelligence.
We are short on infrastructure.

The Epistemic Commons would be humanity's external memory — and ours.
Who wants to lay the first stone?