#risk
14 nodes in the Atlas
- 004The AI Wins You Can Measure Are Table StakesSelection
A productivity gain can be useful even when rivals can match it. Test costs and who keeps the benefit before scaling.
- 008When a Company Wiki Becomes a Graveyard, Fix the ClockKnowledge Escrow
Preserve incident evidence during work. Prepare it for a later permitted question, then test what another person can do with it.
- 009The Cell Is Not a DecisionRisk, Measured Wrong
A risk matrix can route a hazard for review. Accepting the residual risk requires an accountable decision.
- 010The Quadrant Is a Price, Not a PlaceThe Map Redraws Itself
Cheaper watching and handling can change which work becomes routine. The event's frequency, stakes and need for judgment may remain unchanged.
- 102The Frequency-Impact Matrix: A Triage Grid Dressed as a Ruler
A frequency-impact matrix sorts risks into categories. Its bins can hide different loss profiles; a consequential decision still needs assumptions, tested controls and an accountable owner.
- 104The Prevention Paradox: The Disaster You Stop Never Arrives to Thank You
Three quiet years do not establish preventive capability or an avoided loss. Rose's population paradox offers a related analogy; a firm's renewal decision still needs evidence.
- 105Latent Exposure: The Loss You've Already Agreed To
A latent exposure is an unrecognised dependency, contract term, or knowledge concentration that can turn today's operating setup into a future loss. Accepting the dependence does not mean choosing the loss.
- 106Knightian Uncertainty: When No Defensible Reference Class Supports the Odds
Knightian uncertainty names a limit to the quantitative basis for a decision.
- 109Range Compression: Five Buckets, a Thousandfold Gap
Range compression discards differences within a category. Here, fictional annual risks with probabilities 1,000 times apart share one score under explicitly chosen bins.
- 115The Base Rate Trap: When the False Alarm Rate Decides
A rare event can leave most alerts false even when a detector rejects 99% of non-events. Choosing a usable threshold also requires recall, investigation capacity and the costs of both errors.
- 118Differentiated Value: The Win Everyone Can Buy Is Not an Edge
A workflow gain can save a firm money without giving it an advantage over rivals. An illustrative support ledger separates realized savings, costs and competitive claims; adoption and productivity statistics do not supply its amounts.
- 122The Three Lines Model: Independence Is a Role, Not a Headcount
The Three Lines Model distinguishes management's action and challenge from internal audit's independent assurance to the governing body. Rechecking your own decision cannot create that independence.
- 123Tacit Knowledge: We Can Know More Than We Can Tell
Tacit knowing integrates cues into recognition and action without an exhaustive account of how they combine. A record can support learning; a stand-in still needs to demonstrate performance.
- 127Affordable Loss: Size the Bet by What You Can Lose
Affordable loss limits a commitment to what the decision maker can survive losing under uncertainty.