# Probability Snapshot

Updated: 2026-07-07T17:03:07.561Z

This snapshot is a forecast model, not a fact claim. Probabilities are provisional and must change when records or signals change.

## Summary

- Scenarios: 14
- Signals: 20
- Average probability: 72%

## Scenarios

### SCN-001 — AI infrastructure becomes the main power-competition layer

- Computed probability: 79%
- Base probability: 72%
- Delta: +7
- Band: probable direction
- Confidence: medium
- Signals: 5
- Records needed: SEC filing sections; public contracts; regulator records; energy/data-center records

### SCN-002 — Public services become more dependent on private cloud and software platforms

- Computed probability: 77%
- Base probability: 68%
- Delta: +9
- Band: probable direction
- Confidence: medium
- Signals: 4
- Records needed: USAspending search results; privacy impact assessments; agency contracts; audit reports

### SCN-003 — Information discovery shifts from search/social feeds toward AI answer systems

- Computed probability: 71%
- Base probability: 64%
- Delta: +7
- Band: probable direction
- Confidence: medium
- Signals: 4
- Records needed: platform policy pages; transparency reports; publisher agreements; regulator records

### SCN-004 — Missing records become the main investigation map

- Computed probability: 95%
- Base probability: 78%
- Delta: +17
- Band: strongly indicated
- Confidence: high
- Signals: 8
- Records needed: disclosure indexes; court records; FOIA routes; verified record cards

### SCN-005 — AI systems become normal in public-service workflows

- Computed probability: 70%
- Base probability: 66%
- Delta: +4
- Band: probable direction
- Confidence: low-medium
- Signals: 2
- Records needed: public contracts; privacy impact assessments; agency AI policy pages; audit reports

### SCN-006 — Digital identity and payment rails become more linked to access control

- Computed probability: 62%
- Base probability: 58%
- Delta: +4
- Band: probable direction
- Confidence: low-medium
- Signals: 2
- Records needed: policy documents; banking rules; payment-platform terms; public-service identity records

### SCN-007 — Geopolitical stress increases demand for monitoring and resilience systems

- Computed probability: 63%
- Base probability: 61%
- Delta: +2
- Band: probable direction
- Confidence: low
- Signals: 1
- Records needed: public contracts; government notices; cybersecurity advisories; budget documents

### SCN-008 — Financial stress accelerates risk scoring and compliance automation

- Computed probability: 61%
- Base probability: 57%
- Delta: +4
- Band: probable direction
- Confidence: low-medium
- Signals: 3
- Records needed: regulator records; bank filings; payment terms; risk-platform disclosures

### SCN-009 — Major disclosure releases produce institution-level fallout before person-level clarity

- Computed probability: 66%
- Base probability: 62%
- Delta: +4
- Band: probable direction
- Confidence: low
- Signals: 1
- Records needed: official disclosure files; court orders; public responses; counter-sources

### SCN-010 — Platform visibility becomes a central political and commercial battleground

- Computed probability: 76%
- Base probability: 69%
- Delta: +7
- Band: probable direction
- Confidence: low-medium
- Signals: 3
- Records needed: transparency reports; policy pages; court records; publisher agreements

### SCN-011 — Institutional trust shock increases demand for independent verification systems

- Computed probability: 82%
- Base probability: 73%
- Delta: +9
- Band: strongly indicated
- Confidence: medium
- Signals: 4
- Records needed: audit reports; transparency datasets; correction logs; public trust surveys

### SCN-012 — Payment systems become more interoperable and compliance-driven

- Computed probability: 62%
- Base probability: 59%
- Delta: +3
- Band: probable direction
- Confidence: low
- Signals: 1
- Records needed: bank filings; regulator rules; payment platform terms; central bank records

### SCN-013 — Public services rely more on shared private infrastructure

- Computed probability: 73%
- Base probability: 67%
- Delta: +6
- Band: probable direction
- Confidence: low-medium
- Signals: 3
- Records needed: public contracts; privacy assessments; agency policy records; standards documents

### SCN-014 — Platform and institutional messaging becomes more aligned around trust and safety language

- Computed probability: 68%
- Base probability: 63%
- Delta: +5
- Band: probable direction
- Confidence: low-medium
- Signals: 3
- Records needed: platform reports; AI policy pages; grant filings; education records; public statements and counter-sources