AI Adoption Science

Charting the Science of AI Trust
63
Statements
6
Tiers
5
Causal Chains
v2.0
March 2026
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Constellation Navigator

Center = strongest evidence | Colour = tier | Click star: details

Maturity Tiers

O-1 Phenomena
O-2 Hypotheses
O-3 Mechanisms
O-4 Principles
O-5 Patterns
O-6 Heuristics

Evidence (center = strongest)

Industry-Validated (core)
Peer-Reviewed
Corroborated
Observed (frontier)

Causal Chains

2026-03 — Research Refresh v2.0