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Research programme

CLEO

Continual-learning architecture, publications and open research questions. Published records keep their individual evidence labels.

  • AI systems
  • Research
  • Architecture

A research programme with visible boundaries.

CLEO explores how intelligent systems can retain useful context, adapt across time, and remain governed as their capabilities evolve.

Inspect the record, including its status.

The public research page separates architecture, papers and benchmarks. Each record retains its published evidence label. Architecture and benchmark entries marked “needs confirmation” are not presented here as verified results or production capability.

Evidence & scope

Paper
Principle of Persistent Structurization/Scale-Timescale Optimization Corollary

Published evidence label: verified.

Open source record
Benchmark record
CLEO Benchmark Cards

Published evidence label: needs confirmation.

Open source record
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