What breaksCriterion Ambiguity · Hidden Tradeoff · Opaque Weighting · Expertise Isolation
SCN-026Decisions lose their why
Make the Trade-Offs Visible Before Choosing.
When every option wins on a different metric, the real decision is which values and risks receive priority.
ScaleNational
UrgencyModerate
Coordination gapMedium
StakesMoney · Rights · Environment
Criterion AmbiguityHidden TradeoffOpaque WeightingExpertise Isolation
What Koali changes
← Back to the full MosaicKoali makes options, criteria, evidence and weighting assumptions visible. Multiple governed readings can coexist instead of pretending there is one neutral score.
Who holds part of the picture
frontline practitioners • domain experts • decision-makers
Koali response
Koali makes options, criteria, evidence and weighting assumptions visible. Multiple governed readings can coexist instead of pretending there is one neutral score.
Real-world parallels
- COVID-19 vaccine guidance for fall 2026 — NACI
- IPCC Sixth Assessment Report — Summary for Policymakers
What success looks like
The relevant state remains visible across handoffs and time. • Responsibilities, unresolved questions and escalation paths are explicit.
Documented parallels show that the failure mechanism is real; they do not claim Koali would have changed a specific outcome.
Make the Trade-Offs Visible Before Choosing.
When every option wins on a different metric, the real decision is which values and risks receive priority.
The problem
A city, fund, hospital or ministry must choose among options that trade cost, safety, access, resilience, speed and equity. A single ranking hides the fact that different criteria encode different priorities.
What breaks
- Criterion Ambiguity
- Hidden Tradeoff
- Opaque Weighting
- Expertise Isolation
Who holds part of the picture
- frontline practitioners
- domain experts
- decision-makers
- affected people
With Koali
Koali makes options, criteria, evidence and weighting assumptions visible. Multiple governed readings can coexist instead of pretending there is one neutral score.
Human authority
Authorized humans and institutions retain their existing legal, professional and democratic authority. Koali structures knowledge, coordination and traceability; it does not take sovereign or professional decisions.
What success looks like
- The relevant state remains visible across handoffs and time.
- Responsibilities, unresolved questions and escalation paths are explicit.
- The outcome produces reusable memory for the next comparable case.
Real-world parallels
NACI — COVID-19 vaccine guidance starting fall 2026
NACI distinguishes strong recommendations for higher-risk groups from discretionary access for others, illustrating population-specific benefit-risk guidance.
Relation to scenario: STRONG ANALOGUE
Source: https://www.canada.ca/en/public-health/services/publications/vaccines-immunization/national-advisory-committee-immunization-summary-guidance-covid-19-vaccines-starting-fall-2026.html
IPCC AR6 Working Group I — Summary for Policymakers
The IPCC synthesizes multiple lines of evidence with explicit confidence language and states that human influence has unequivocally warmed the atmosphere, ocean and land.
Relation to scenario: RELATED PATTERN
Source: https://www.ipcc.ch/report/ar6/wg1/chapter/summary-for-policymakers/
Boundary
The documented cases illustrate analogous failure mechanisms. They do not establish that Koali would have prevented the event or guaranteed a different outcome.
Koali loop
signals → shared meaning → evidence → choice → responsibility → action → verification → memory → better knowledge