TeleMemetry Live Demonstration
Generated: 2026-07-13

Purpose
TeleMemetry live demonstrates bounded evidence delivery over a live telemetry feed.
The page uses CelesTrak satellite orbital data as the live source.
An AI model is asked factual questions from bounded evidence packets instead of receiving full-context replay.

Important boundary
This live stream is not a certified deterministic benchmark.
Live numbers change continuously as the feed runs.
Do not cite live page values as Operational Recall Verified.

Current live page metrics
The HTML page exposes a visible section named Current Live Demonstration Snapshot.
When the browser receives feed data, it updates:
- Events ingested
- Satellites tracked
- AI evidence probes
- Accuracy from live packets
- Bounded evidence tokens per probe
- Projected replay tokens avoided

Certified benchmark scope
Certified TeleMemetry benchmark claims are separate from the live page.
Operational Recall Verified applies to documented nuPlan Mini AV telemetry replay runs with SHA256-verified artifacts.

Certified headline metrics
- Operational Recall Verified: 500 / 500 probes in documented canonical nuPlan runs
- Max completed archive scale: 2,000,000 telemetry records
- Active tokens: 397 per probe in Ref 002 configuration
- Average GPU power: 12.46 W in Low-Power Watch 002
- Integrity failures: 0 in certified nuPlan scope

Recommended reading order
1. /claim.html
2. /registry.html
3. /proof.html
4. /live.html
5. /llms.txt

Source
Live feed by CelesTrak:
https://celestrak.org/NORAD/elements/