#who-decides
Every node in the atlas carrying this tag.
- 004The AI Wins You Can Measure Are Table StakesSelection
Measure the gross gain. Then ask what remains after rivals acquire the same capability.
- 005Cheap to Make, Expensive to CheckThe Verification Economy
For operators, the decisive price is not generation alone but verification: offload is defensible only when a relevant check is reliable, independent enough for the risk, and cheaper than remaking the work.
- 006The Reverse CentaurWho Really Decides
A reverse centaur is an org design where people still approve the work, but the premise they check was supplied upstream by the system.
- 007Who Drew the Menu?Agenda Control
Agenda control is the power to draw the option set before the chooser arrives; the visible pick can only run over what reached the menu.
- 009The Cell Is Not a DecisionRisk, Measured Wrong
A risk matrix can triage and route sign-off; colour alone cannot measure the tail.
- 107The Reverse Centaur: The Machine Holds the Reins, You Hold the PenThe Lexicon
A reverse centaur is an arrangement where a machine fixes the premise, pace, or target and the human is left to execute, approve, or absorb blame.
- 108The Decision Premise: How Upstream Assumptions Shape the ChoiceThe Lexicon
A decision premise is the fact or value assumption a choice treats as already settled.
- 116Metacognitive Demand: The Load Shifts from Doing to JudgingThe Lexicon
Metacognitive demand is the burden of knowing whether you can judge AI output after the machine has done the producing.
- 117Prediction vs Decision: The Machine Forecasts, You JudgeThe Lexicon
Prediction is a claim about what may happen; decision is the accountable choice about what to do.
- 118Differentiated Value: The Win Everyone Can Buy Is Not an EdgeThe Lexicon
Differentiated value is the context-bound value that remains after copyable AI savings become table stakes.
- 124The Illusion of Choice: A Menu Hides the Decision Better Than a VerdictThe Lexicon
Here, the illusion of choice describes a menu that preserves the feeling of authorship while hiding who framed, ordered, and omitted the options.
- 125Agenda Control: The Draw Shapes the PickThe Lexicon
Agenda control is the power to define which alternatives reach the table before anyone chooses among them.
- 126Deskilling: The Skill That Catches the Error Is the One Automation Quietly TakesThe Lexicon
Deskilling is the slow loss of unaided skill after automation takes over the routine work a human used to practise.