Time Zero

Semantic Claim Traversal Architecture  ·  Architect: Andrew  ·  Spring 2026

PROBLEM Information Laundering

Every existing provenance system evaluates the container — the credibility of whoever repeated the claim. A claim originating from a Russian bot farm scores green because a sitting VP repeated it. The origin is laundered by the launderer's authority.

Time Zero traces semantic claims backward through time to find the original injection point — and rates that source, not the laundering entity.

Layer 1 Schema Extraction & Semantic Drift

Claims mutate as they travel. Exact string matching fails. The system extracts the invariant behavioral schema before traversal begins.

Test Case: "Somalians in America are eating cats and dogs" — repeated by the VP of the USA.

[Immigrant Group] → [Consuming] → [Domestic Animal] → [US Location]

This schema captures all mutations: "Haitians in Springfield eating pets," "Africans in Ohio eating ducks" — all resolve to the same vector. Traversal uses cosine similarity (>0.85 threshold) against the schema embedding, not the raw text.

Layer 2 Tiered Pipeline — Speed vs. Depth

Viral claims are finite. Millions of agents query the same 200 schemas. The system does the expensive work once, then serves every future query from cache.

Layer 3 Ephemeral Trace Graph — UI Traversal

The system doesn't persist the entire crawl. It saves only the critical laundering path — the minimum viable chain from Time Zero to mainstream injection. A user can click through every node.

Private FB Group
Screenshot post
⚠ TIME ZERO
Telegram Channel
Blood Tribe
+4 Days
X Account
1M+ followers
+12 Days
National Debate
VP Candidate
+35 Days

The Time Zero node is evaluated against the user's Value Matrix. The VP node is not evaluated for credibility — it is evaluated only as an amplifier. The authority of the launderer does not transfer to the origin.

TIME ZERO ORIGIN RATING — Private FB Group Screenshot

Institutional Trust
0.03
Fringe Signal
0.97
Coordinated Amplification
0.91
Truth Confidence
0.04

EDGE CASE The Screenshot Wall

The original Facebook post propagated as an image — breaking all text-based traversal. Screenshots are handled via a cost-controlled triage pipeline:

Time Zero Architecture · Andrew · Vanderbilt Owen MBA · AI-Accelerated Entrepreneurship · Spring 2026