RESEARCH DIRECTIONS

From perception
to purposeful action.

Exploring how intelligence can understand its environment and participate in it.

01

Unified streaming embodiment

Bring interaction, navigation and manipulation into a shared architecture. Unified pretraining and a multi-rate runtime connect multimodal representations to speech and whole-body motion.

02

Full-duplex realtime agents

Simplex SA0 combines streaming speech and actions with tool use, priority-based events, multi-person interaction and interruption recovery. The full-duplex interaction proof of concept has been tested on High Torque’s Piplus.

03

Social perception & multimodal memory

Connect who is present, what is happening and what has happened before. Context supports expressive interaction and a persistent agent’s goals across time.

04

Decision models & agent infrastructure

FastCD exposes structured decisions. Voice infrastructure and the Agent Harness support the surrounding workflow, from data and compute management to coding and agent orchestration.