Using Solvers for Learning

Definition

Using solvers for learning means studying solver outputs to understand patterns, principles, and optimal strategies—not just copying frequencies.

Learn the WHY, not just the WHAT

Effective Solver Study Process

Step	Action
1	Start with a specific question
2	Set up the solve properly
3	Analyze the output
4	Understand why (not just what)
5	Practice applying the pattern

Good Study Questions

Good Question	Bad Question
"Why does AK check here?"	"What does solver say?"
"What makes a good bluffing hand?"	"Should I bet?"
"How does range advantage affect c-betting?"	"What's the c-bet frequency?"

What to Look For

Pattern Recognition

Look For	Learn
Which hands always bet	Strong value patterns
Which hands always check	Trap/protect patterns
Which hands bluff	Bluff candidate selection
How sizing relates to hands	Sizing strategy

Understanding Frequency

If Hand Bets 70%	Meaning
Clear bet preference	Bet unless you have a reason not to
30% check has purpose	Check for balance/trapping

Study Methods

1. Spot-Specific Study

Method	How
Pick one flop	Study SRP on A72r
Vary the board	Compare A72r vs 765r
Change positions	IP vs OOP differences

2. Hand-Specific Study

Method	How
Track one hand	Follow AKo through different boards
Compare similar hands	AKo vs AQo vs AJo
Study hand categories	All pocket pairs, all suited connectors

3. Principle Extraction

Observation	Principle
AK checks more on low boards	High cards prefer to check on wet low boards
Overpairs bet big	Strong made hands use large sizing
Backdoor draws bluff	Equity potential = bluff candidate

Common Solver Study Mistakes

Mistake	Fix
Memorizing frequencies	Focus on patterns
Studying too many spots	Master a few first
Not understanding why	Ask why for every action
Using wrong inputs	Verify ranges and settings
Ignoring mixed strategies	Understand what drives mixing

Building Your Skill

Progression Path

Stage	Focus
Beginner	Simple spots, pure strategies
Intermediate	Understand mixing, sizing
Advanced	Extract principles, apply in game

Practice Loop

Study solver → Identify pattern → Play hands
                                     ↓
           Review hands ← Did I apply it?

Key Takeaway

Solvers are for learning principles, not memorizing frequencies. Start with specific questions, look for patterns, understand WHY hands play certain ways. Extract principles you can apply to similar spots. The goal is transferable knowledge, not perfect recall.