In active implementation

Research builds

Research questions that have moved into implementation, while their systems, evaluations, and findings remain unfinished.

  1. Coordinated Autonomy for a Jazz Jam Companion

    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?

    building

In active investigation

Current questions

  1. Hardware Agent Harness

    How can natural-language tasks become constrained, testable, and auditable robot skills that move from simulation through safety gates to real hardware?

    active
  2. KIMODO Martial-Arts Adapter

    Which data, training, and evaluation loops can extend a motion foundation model toward martial arts while exposing failure as clearly as success?

    active
  3. Agent-native / Zero-people Company

    If autonomous agents become economic participants, how might labor, ownership, productivity, and the distribution of wealth change?

    active

Directions worth testing

Future questions

  1. Controllable 3D Motion Generation

    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?

    future
  2. KIMODO + VLA

    Could a motion foundation model provide a semantic coarse-motion prior while a vision-language-action model handles precise grasping and local control?

    future

Completed and bounded records

Evidence archives

active

First evidence archive

AI Animation

Evidence archives spanning motion generation, in-betweening, retrieval, constraints, and Unreal Engine runtime integration.