First evidence archive
AI Animation
Evidence archives spanning motion generation, in-betweening, retrieval, constraints, and Unreal Engine runtime integration.
Questions before claims
Active builds, open questions, future directions, and completed evidence stay visibly separate.
06 records
In active implementation
Research questions that have moved into implementation, while their systems, evaluations, and findings remain unfinished.
In a fixed-form live Jazz jam, can AI piano, bass, and drums make bounded local decisions from shared musical state and respond to a human saxophonist more naturally than static or centrally scripted accompaniment, without reducing ensemble coherence or human control?
In active investigation
How can natural-language tasks become constrained, testable, and auditable robot skills that move from simulation through safety gates to real hardware?
Which data, training, and evaluation loops can extend a motion foundation model toward martial arts while exposing failure as clearly as success?
If autonomous agents become economic participants, how might labor, ownership, productivity, and the distribution of wealth change?
Directions worth testing
Can video-style generation be reframed as generating editable 3D skeleton motion first, then rendering in Blender or Maya for clearer spatial and temporal control?
Could a motion foundation model provide a semantic coarse-motion prior while a vision-language-action model handles precise grasping and local control?
Completed and bounded records
First evidence archive
Evidence archives spanning motion generation, in-betweening, retrieval, constraints, and Unreal Engine runtime integration.