Case studies

What the system surfaced, and what happened next.

These examples use the current public proof dataset. They are intentionally mixed: favorable follow-through, visible losses, and neutral or unresolved setups all belong here because the product should show its work, not only its best screenshots.

Public proof uses stored hashes and IDs. Losses and blocked posture stay in-bounds when data exists.

Hashes and verification IDs on published rowsLosses and blocked posture stay in-boundsNo retroactive edits to locked public payloads

Winning follow-through

TJR/WETH

ETHEREUM · uniswap-v2 · published 7/16/2026, 6:15:20 AM

Verification proof_c1b58ccefb01d5ccwin

Signal contextScore 77

Overall score is 77 with structural 63, risk 33, and momentum 100.

System posturesignal only

The opportunity can still be reviewed, but the current path stops before execution.

What happenedBest +119.70% · Worst +93.30%

Final classification win at 24h.

Decision impactRestraint over overclaiming

The tracked follow-through stayed mixed or neutral, so the proof remains observational rather than promotional.

This example is part of the public proof system, so its published timestamp, verification ID, and loss visibility stay intact.

Visible loss

VITALIK/WETH

ETHEREUM · uniswap-v2 · published 7/17/2026, 4:47:36 PM

Verification proof_ed61d5851b3150e6loss

Signal contextScore 45

Blocked by execution mode mismatch. Outcome tracking later marked the 30m window as a loss.

System postureblocked

The opportunity can still be reviewed, but the current path stops before execution.

What happenedBest -49.59% · Worst -49.59%

Final classification loss at 30m.

Decision impactBlocked protected from downside

The system blocked this setup and the tracked downside later reached 49.59%, which supports the guardrail call.

This example is part of the public proof system, so its published timestamp, verification ID, and loss visibility stay intact.

Neutral or still unresolved

PEPE/USDT

GLOBAL · okx · published 7/17/2026, 4:47:36 PM

Verification proof_413ca12ffd3cb015neutral

Signal contextScore 41

PEPE/USDT stays in watch because current evidence is incomplete for strategy promotion.

System posturesignal only

The opportunity can still be reviewed, but the current path stops before execution.

What happenedBest +0.00% · Worst +0.00%

Final classification neutral at 30m.

Decision impactRestraint over overclaiming

The tracked follow-through stayed mixed or neutral, so the proof remains observational rather than promotional.

This example is part of the public proof system, so its published timestamp, verification ID, and loss visibility stay intact.

Use case studies to inspect full proof pages, read the methodology behind the labels, then move into the guided demo or live radar.