Teaching methodology
Learning poker well takes more than watching videos
We build the method on three pillars: structured theory, deliberate practice, and immediate feedback. Each one reinforces the other two.
The problem we solve
Most players study reactively. The result is fragmented knowledge that never translates into real improvement.
Random study with no direction
You watch useful content, but without an order that connects it, you don't build real skill.
Theory without practice
You understand the concept in the abstract, but you can't apply it under pressure at the table.
No real feedback
You study for hours, but you never know whether the way you think through a hand is right or wrong.
You progress without measuring
You've been studying for months, but you have no data on whether you actually improved this month.
The three pillars
These aren't product features. They're pedagogical principles that determine how every element of the system is built.
Progressive theory
The content is ordered by impact on your winrate, not by arbitrary difficulty. Each module assumes you've mastered the previous one — no jumps, no gaps.
Deliberate practice
The Trainer generates drills from your own error patterns, not from a generic catalog. Every session attacks your weakest point at that moment.
Contextual feedback
Ace isn't a generic chatbot. It responds about the spot you're working on, with the context of the node and a pedagogical read of the strategy in front of you.
The system's 4 phases
Each phase has a concrete goal and uses the right tools for that goal. There's no phase you can skip.
Fundamentals
Phase 1Preflop ranges, basic EV, position, and initiative. No shortcuts: we build the mathematical and conceptual base that everything else rests on. A player who masters the fundamentals never makes decisions completely blind.
Estimated duration: 2–4 weeks
Format: Courses + quiz
Tool: AI Tutor for questions
GTO analysis
Phase 2The GTO Lab contains guided spots with frequencies and strategic context to study decisions combo by combo. The goal isn't to memorize: it's to understand why a strategy works and when to simplify it or deviate with good judgment.
Estimated duration: 4–6 weeks
Format: GTO Lab + AI Coach
Tool: Spot laboratory
Practical application
Phase 3Practice mode generates scenarios from the spots you most want to train. You get feedback on your decision, the context of the spot, and an explanation of why your line could have been better. Knowing the theory isn't enough: you have to internalize it under pressure.
Estimated duration: Ongoing
Format: Drills + error analysis
Tool: Trainer + Analytics
Measurement and correction
Phase 4The system tracks every decision and builds a profile of your leaks ordered by impact on EV. You know exactly which spot to study next session, instead of guessing what's costing you the most chips.
Estimated duration: Weekly review
Format: Progress dashboard
Tool: Analytics + Ace
Why AI changes how you study
A static solver gives you the answer. Ace explains why that's the answer, in the exact context you're working on. The difference between the two decides whether you understand or memorize.
- Responds about the specific spot you have open in the GTO Lab
- Detects patterns in your mistakes and tailors the explanations to your level
- Available at any moment while you study — no waiting for the next video
Why is push A4o from the SB at 12BB in equilibrium but not A3o?
A4o blocks more combinations of the BB's calling range. The blocker on the A reduces the number of strong Ax the BB can call with.
A3o has similar equity but worse realized equity: more dominated by A4–A8 than A4 is against A3. The BB's calling range hits it harder.
The EV indifference point sits at about a 0.02bb difference. A4o crosses the threshold, A3o doesn't. At this stack the margins are that thin.
Measurable progress, not perceived progress
The feeling of improving isn't data. Metrics are.
Today's session
12 hands · 2 mistakes
EV lost: −0.4bb
Main leak
Over-folding the CO
Stacks 10–14BB
Next module
Adjusting to the BB's range
Recommended
Every metric is connected to a concrete study action. It's not a scoreboard: it's a navigation system.