SUPER LABS
Research that earns authority.
Our research horizon is superintelligence that remains accountable to people.
RESEARCH PROGRAMS
Four questions. One accountable horizon.
Super Expert Intelligence
How can tacit expert judgment become inspectable, scoped, reusable guidance?
Super Accountable Action
Which evidence and intervention minimize prohibited actions without excessive holds?
Super Collective Intelligence
How can many principals coordinate authority without erasing ownership or dissent?
Super Physical
How should digital consent and local emergency authority meet embodied systems?
RESEARCH STAGE
A thesis becoming an evaluation program.
The current work defines expert-reviewed cases, policy representations and failure modes for accountable action.
Planned benchmarks will use held-out tests and compare rules, native-platform controls and SUPER’s approach across prohibited-action prevention, unnecessary holds, revocation behavior, operating overhead and review effort. No benchmark scores have been published.
SUPER RESEARCH
Original theses for accountable action.
Access is not authority
Data rights, business purpose, and deterministic enforcement.
Beyond the kill switch
Proportionate response, independent stop, recovery, and coverage.
From context to control
Policy lineage and repeatable enterprise integration.