Research status

A public ledger of what is designed, proposed, and still open.

Status labels protect visitors from mistaking a hypothesis, planned experiment, or future instrument for a validated capability.

LAST UPDATED · AUGUST 23, 2026
Research elementStatusPublic boundary

Phase One architecture

DESIGNED AND DOCUMENTED

No completed outcome is claimed.

Coherence-gated curation

PROPOSED / TO BE TESTED

Learning advantage and final math remain unproven.

Coherence-guided modality weighting

PROPOSED / TO BE TESTED

Offline clean and corruption advantage unproven.

Objective 3 evidence layer

SPECIFIED

Implementation and reproducibility audit still required.

Stage 4A portability

REQUIRED PLANNED REPLICATION

External architecture not yet selected.

Stage 4B OpenVLA

CONDITIONAL

Compatibility may fail.

Layered evaluation

RESEARCH EXTENSION

Compare action-only, part-only, and combined.

Hierarchical coherence

RESEARCH EXTENSION

Compare conventional, fixed, and adaptive hierarchy.

Movement packets

WORKING REPRESENTATION HYPOTHESIS

Unit boundary and transfer value remain open.

Agent structure discovery

RESEARCH DIRECTION

Mechanism and evaluation are under formalization.

Staged glove

POST-PHASE-ONE TARGET

Not a Phase One result.

Active-palm robotic hand

FUTURE ROADMAP EXTENSION

Data-instrument hypothesis; no exclusivity claim.

Read the design

Trace status back to the experiment.