AI Problems
The AI problem isn't alignment — it's that humans aren't wired to engage with what's coming
The AI problem isn't alignment — it's that humans aren't wired to engage with what's coming
Quarterly template for any business to audit current AI usage, identify gaps, and set next-quarter priorities
Repeatable action guide for AI Strategy Meeting.
Evidence brief for Annual Percentage Yield.
Choose the software a business needs by function, selection evidence, build-or-buy sovereignty, and required function set.
Subject navigation for Behavioural Biases.
Repeatable action guide for Business Intelligence.
A sovereignty-first decision matrix for deciding when to buy software, bridge it, build it later, or own it now.
Repeatable action guide for Certainty.
Repeatable action guide for Chain of Thought.
Repeatable action guide for Confirmation Bias.
How AI agents access decision context - the memory layer that makes agents useful
Territory map for Dan Carter.
Repeatable action guide for Dashboards.
Subject navigation for Data Decision Software.
Subject navigation for Data Engineering.
Match a decision method to time, uncertainty, reversibility, and the speed of feedback.
Reusable concept note for Decision Fatigue.
Record what a decision knew, expected, authorized, and learned so later choices can use the precedent.
Use the Decision Optimisation Engine to turn potential into learned agency by connecting one human-owned decision to action, review, precedent, and a better-informed later choice.
The fork, obstacle, sign, and bridge route map for deciding the next move.
Commit an authorised course correction with an accepted loss, prediction, proof signal, review point, and lesson for the next decision.
Repeatable action guide for Deterministic vs Probabilistic.
Diagnose whether friction is an unlock, necessary constraint, rework eddy, wrong frame, or hazard before authorizing a bounded test.
Repeatable action guide for Elon Musk.
Territory map for Emad Mostaque.
Reusable concept note for Fear Sells.
The authority boundary for a navigation agent that reads instruments and proposes the next chart while the human captain owns the voyage.
The core principle — optimize feedback loops to optimize flow — and the five-step continuous improvement loop that applies it to any system.
Build the discipline to see the future before others do
Define the ecosystem role that carries one consequential participant problem from discovery through production proof, capability transfer, and authorised platform learning.
Territory map for Fred George.
The human capability to turn changing forces into plausible futures, deliberate choices, small bets, and retained learning.
Reusable concept note for Futurist Games.
Choose a game that trains transferable judgment before the same decision carries real-world stakes.
Repeatable action guide for Game Theory.
Games are volunteered feedback loops that teach flow, coordination, and better decision-making before the stakes become life-scale.
Reusable concept note for Gaming Loyalty.
Repeatable action guide for Hacker Laws.
Repeatable action guide for Hyperbolic Discounting.
Repeatable action guide for Ikea Effect.
Reusable concept note for Incentive Engineering.
Reusable concept note for Infrastructure Economics.
Reusable concept note for Innovator's Dilemma.
Find the gap between what reality makes possible and what an SME decision system can perceive, route, or act upon, then test one governed route before scaling it.
A decision-grade method for links that carry information, value, or executable intent with inspectable authority, verification, and receipts.
Repeatable action guide for Inversion Technique.
Territory map for Investment committee memo.
Subject navigation for Investment Metrics.
Repeatable action guide for Jeff Bezos.
Turn a picture of what good could be into attention and action in the here and now.
Repeatable action guide for Mantra.
Choose and run the marketing job that connects a valuable offer to observable demand without surrendering human judgment.
Subject navigation for Meetings.
Reusable concept note for Moneyball.
Turn captain-owned facts into a falsifiable navigation artifact, steering contract, confirmation, receipt, and scheduled review.
Live well by aligning values, beliefs, capabilities, experiments, evidence, and wisdom. Pass useful learning on so the next agent starts from a stronger platform.
Repeatable action guide for Opportunity Cost.
Persuasion is the practice that builds credibility - understanding what moves people to act
Reusable concept note for Pitch Deck Specs.
Repeatable action guide for Poker.
Reusable concept note for Prediction — Golf.
Test predictions with real stakes
Track and validate predictions systematically
Repeatable action guide for Prediction Prompts.
Repeatable action guide for Preparation.
The choice spine: decide what deserves finite attention before deciding what to build, believe, say, or stop.
Update beliefs systematically to size bets correctly
Map the forces, value traps, and useful questions across major problem territories.
Name the valuable gap between present reality and purpose, then hand its controlling uncertainty into questioning.
Converge from intent and reality to one controller question whose answer could change a strategy.
Turn one consequential uncertainty into a controller question, changed decision, bounded experiment, and evidence that improves or retires the next question.
Turn a diagnosed problem into the one uncertainty whose answer could change the next decision.
Repeatable action guide for Ray Dalio.
Argue a consequential judgment call through separated roles — incumbent defended, dissent recorded, judge apart — so the chair receives scored options, not shipped conclusions.
Reusable concept note for Reciprocity.
Repeatable action guide for Risk Metrics.
Rugby teaches collective decisions under pressure: scan, believe, coordinate, and act before the gap closes.
Repeatable action guide for Rugby Admin.
Repeatable action guide for Situational Wisdom.
Subject navigation for Software Architecture.
Repeatable action guide for Software Decisions.
Build a production system that turns worthwhile intent into verified consequences and improves its next decision.
Learn how to retain the evidence, authority, action, and outcome behind consequential business decisions so the next judgment starts wiser.
Build a coherent, falsifiable set of choices that connects a valued outcome to capabilities, control, and the smallest decisive test.
The discipline that separates the top 2% of forecasters from everyone else
A five-gate method for anchoring tool selection to a named feature gap and evidence-backed verdict.
Subject navigation for Tech Stack.
Decision records and selection criteria for technology stack choices.
How telecom networks create and capture value, and how a routing decision engine turns trusted data, standards, and feedback into repeatable growth.
Subject navigation for Testing Platform.
Repeatable action guide for The Critical Path.
Repeatable action guide for Todd Simkin.
Evidence brief for Total Addressable Market.
Repeatable action guide for Touch Rugby.
Territory map for Wayne Smith.
Reusable concept note for Which Chain.
Reusable concept note for Zero to One.