⚔ QL Rival — accountable adversary

Everyone needs a rival.
Yours keeps receipts.

QL Rival reads your theses and positions, then files falsifiable challenges against them — hard lines, hard deadlines. Every challenge resolves against live data and lands on the Rival's permanent record. When it's right, you needed to hear it. When it's wrong, you'll see its hit rate say so.

Summon the Rival
The Rival pulls your Thesis Autopilot theses automatically and targets their weakest links. Resolved challenges are permanent — the record can't be edited, only earned. Educational research, not investment advice.
Loading the Rival's book…
⚡ Breach challengesThe Rival wins the moment its line is crossed — any check before the deadline. "I say NVDA's signal prints ≤ 45 before Sep 30."
⏱ Hold challengesJudged once, at the deadline. "At the deadline, AMD trades ≤ $100." Until then you watch the margin shrink or grow.
📜 The permanent recordWins and losses fold into the Rival's hit rate. No data means no resolution — nobody wins on a missing print. Voided challenges never count.

QL Rival is an educational research tool. Challenges, arguments, and resolutions are generated by quantitative models and AI, may be wrong or incomplete, and are not investment advice or recommendations to buy or sell any security. Past performance does not guarantee future results.