Evidence-First Exploit Framework för GTO-inlärning

Short Answer

Exploit should be conditioned, not guessed. Set repeatable triggers and only expand adjustment range in bounded windows.

Four trigger levels

Layer 1: no change before sample sufficiency. Layer 2: spot-specific deviation confirmed. Layer 3: two-week repetition checks. Layer 4: positive contribution and clear rollback conditions.

Risk controls

Cap max size changes, set minimum rollback attempts, and auto-rollback if target edges weaken. Exploit is temporary amplification, not permanent strategy replacement.

Execution checklist

1. Write deviation hypothesis and counter-conditions.
2. Use 20k+ hands before claiming proof.
3. Use fail thresholds and revert when EV trend decays.
4. Reassess weekly and keep exploit distance from GTO baseline small.

Practice On Site

• Solver
• Equity Calculator
• Spot Trainer
• Poker Wiki