Immediate roadmap
Adaptive stopping quality, contradiction handling, and wording-mode effects should be tracked with completion, dropout, and confidence metrics.
Research roadmap
What DeepSyque still needs to validate
A transparent view of the evidence work that should mature as the product and dataset grow.
Medium-term roadmap
As response volume grows, the platform should move from weighted heuristics toward stronger calibration and validation routines.
Publication discipline
Reliability coefficients or stronger psychometric claims should only be published once the underlying evidence and provenance are documented internally.