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The Six Ways Groups Sabotage Their Own Decisions
Most teams don't fail to make good decisions because they lack smart people. They fail because of how the group process itself distorts what smart people are willing to say, hear, and believe.
Dragos Manescu
3 min read


Decision Making through Game Theory and Artificial Intelligence
Core Concept: Strategic decision-making in negotiations, pricing, or partnerships requires modeling the other party as an active decision-maker, not a static obstacle, using Pfleiderer’s Game Theory Framework.
Dragos Manescu
6 min read


Uncertainty - The Skill I Built to Stop Lying to Myself About Risk
Pre-mortem: assume the plan already failed completely, then work backward to explain why.
Pre-celebration: assume the option you rejected became a massive success, then explain why that happened.
Dragos Manescu
5 min read
Tradeoffs. Stop Weighting Your Decisions. Start Pricing Them.
Core Concept: Resolves multi-criteria tradeoffs by converting non-monetary disadvantages into explicit monetary penalties relative to a base anchor, abandoning arbitrary weighted matrices.
Dragos Manescu
5 min read


Your Decision is Binary and That's a Problem
The quality of a decision is capped by the quality of the option set you're choosing from. You can run a flawless evaluation across two mediocre options and still land on a mediocre decision.
Dragos Manescu
6 min read


Objective Definition - The Forgotten Step Before a Big Decision
Every decision process starts with the same silent shortcut: people name a solution and call it an objective. "I want to hire a new manager.", "I want to switch vendors.", "I want to go part-time.", “I want to start my own company.”. These are actually actions, guesses at what might get you somewhere, dressed up as the destination itself.
Dragos Manescu
6 min read


Local vs. Global: What Emergence Tells You About Where a Decision Should Live
Every decision has to be made somewhere. The default instinct in most organizations is to push decisions upward, toward whoever has the most authority, the most context on paper, the most seniority. Emergence suggests a different question entirely: not "who is senior enough to decide this," but "does this decision belong to the system of local actors, or does it require a single point of view that no local actor has access to."
Dragos Manescu
6 min read


What Emergence Actually Tells You About Teams
Steven Johnson's core claim in Emergence: intelligent, coordinated, higher-order behavior can arise from individually simple agents following local rules, with no central planner. Ant colonies find efficient food sources and cities self-organize into functional neighborhoods. Seems to be a byproduct of many local interactions compounding through feedback.
This article is an attempt to separate the two: what transfers, what doesn't transfer at all, and what changes specificall
Dragos Manescu
5 min read


Decision Making for Product Leaders with a Drop of AI
This was my lighting talk at Product Jam on June 12, 2026. I realized with 2 minutes before my presentation that it needs to last no longer than 8 minutes + 2 for Q&A. I had provisioned 15 minutes for the talk. Imagine my surprise. This deck is inspired by two amazing courses that I had at during Stanford LEAD: Decision Making and Neuroscience of Exemplary Leadership. The Main Concepts - Decision Making for Product Leaders CONCEPT 1: THE SPEED-STRESS TRAP The acceleration of
Dragos Manescu
2 min read
Most Customers Don’t Need Explanations. They Need Cognitive Relief.
Most customer communication assumes one thing: lack of information. "If we explain this more clearly, and more frequently, they'll understand."
This works when people are calm. It fails when they're stressed.
Dragos Manescu
10 min read
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