What breaksAnecdote Overweight · Scale Confusion · Noise Amplification · Context loss
SCN-022Evidence loses to noise
One Cold Day Against a Century of Measurements.
A vivid anecdote is cognitively stronger than a statistical distribution unless the evidence system makes scale visible.
ScaleGlobal
UrgencyModerate
Coordination gapMedium
StakesEnvironment · Public Policy · Trust
Anecdote OverweightScale ConfusionNoise AmplificationContext loss
What Koali changes
← Back to the full MosaicKoali links claims to the appropriate scale, time horizon and evidence class. A local observation can remain true without being misused as proof about a different statistical question.
Who holds part of the picture
frontline practitioners • domain experts • decision-makers
Koali response
Koali links claims to the appropriate scale, time horizon and evidence class. A local observation can remain true without being misused as proof about a different statistical question.
Real-world parallels
- IPCC Sixth Assessment Report — Summary for Policymakers
- 2021 heat dome — BC Coroners Service
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.
One Cold Day Against a Century of Measurements.
A vivid anecdote is cognitively stronger than a statistical distribution unless the evidence system makes scale visible.
The problem
A local event is real: a cold day, flood, drought or wildfire. The error is using one observation as though it directly establishes or refutes a long-term global trend.
What breaks
- Anecdote Overweight
- Scale Confusion
- Noise Amplification
- Context Loss
Who holds part of the picture
- frontline practitioners
- domain experts
- decision-makers
- affected people
With Koali
Koali links claims to the appropriate scale, time horizon and evidence class. A local observation can remain true without being misused as proof about a different statistical question.
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
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: DIRECT
Source: https://www.ipcc.ch/report/ar6/wg1/chapter/summary-for-policymakers/
Extreme Heat and Human Mortality — BC Coroners Service
The review attributed 619 deaths to the 2021 heat event and emphasized identifying and supporting vulnerable people.
Relation to scenario: RELATED PATTERN
Source: https://www2.gov.bc.ca/assets/gov/birth-adoption-death-marriage-and-divorce/deaths/coroners-service/death-review-panel/extreme_heat_death_review_panel_report.pdf
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