Research-facing overview
Technical scope without exposing the implementation
The public description is intentionally detailed enough to evaluate the idea, but not detailed enough to reconstruct proprietary logic.
Public architecture
ESP360° preserves state capture, temporal synchronization, context load, decision representation, trajectory comparison, deviation classification, human review and provenance locking as separable functions.
Current implementation
The conference-facing dataset is an N-of-1 proof of concept spanning 68 consecutive days, 536 records, 340 structured variables, 21 human-state annotation layers and 468 decision events.
What remains to be established
- Independent design verification.
- Inter-rater reliability.
- Cross-user replication.
- Prospective clinical usefulness and safety.
- Appropriate regulatory pathway for any future intended use.
Not public: full codebook, variable mappings, formulas, weights, thresholds, detection windows, proprietary DDS logic, executable pipeline and patent-working material.