Signal Trace · Interactive
Pick a domain.
Watch inference happen.
Most AI systems stop at Layer 1 — they record what a user did. The ABSD framework asks what that action means. Choose a domain and a real-world signal. Watch it travel from observable action to psychological drive — and see exactly where current systems go dark.
Step 1 — Choose your domain
Step 2 — Choose a signal
The gap — where most systems stop vs where ABSD continues
↑ Reverse flow — Drive changes how we read Action
The four research traditions
Each ABSD layer is grounded in one specific research tradition. The traditions are not interchangeable — each provides a distinct methodological capability for a specific layer transition. ABSD is the first framework to connect all four.
One platform per layer — all deployed at scale
The sceptic says State and Drive inference is too abstract. These three platforms prove it is not. Each one maps to a specific ABSD layer — and each is backed by peer-reviewed research, not marketing claims.