MOMENTS RESEARCH · 03
Omnimodal Intelligence
Unified understanding across language, vision, audio, video, behavior and real-world context.
IN RESEARCH
Active research agenda
Questions guiding our workROLE IN THE MOMENTS LOOP
The perception layer of the Moments Loop, designed to bring heterogeneous signals into one interpretable state.
CONTEXT
Text · Image · Audio · Video · Behavior
- 01Perceive
- 02Model
- 03Plan & Act
- 04Assess
- 05Evolve
EVIDENCE
Outcomes · Capability · Uncertainty · Safety
OPEN QUESTIONS
What we are trying to understand.
- 01
How can signals from different modalities retain their provenance and timing?
- 02
Which contextual cues materially improve an agent’s next decision?
- 03
How can a system surface ambiguity instead of smoothing it away?
RESEARCH BOUNDARIES
How the work stays grounded.
- Modality coverage is not presented as universal understanding.
- Source grounding and uncertainty remain visible to evaluation.
- Sensitive signals require purpose limitation and permission-aware handling.
PUBLIC RECORD
Methods, results and lessons from the work.
Our research notes will explain what we explored, what the evidence shows and what remains open.
No publications yet
Explore the research questions above while we prepare work to share.