AETHER™ CORE — PHASE 2Adaptive Local Learning &
Adaptive Local Learning &
Knowledge Delta Mesh
Execute approval-gated local adaptation and evaluation, then hand approved updates to Knowledge Delta Mesh for governed propagation without raw data pooling.
Phase 2 Core Pillars
Approval-Gated PEFT
Train lightweight LoRA adapters locally on approved infrastructure boundaries.
Evaluation & Rollback
Validate model updates against benchmark suites before promotion with 1-click rollback.
Signed Knowledge Deltas
Package approved updates into versioned, cryptographically signed delta packages.
Zero-Pooling Propagation
Propagate approved deltas across zones without centralizing raw source datasets.
Knowledge Delta Mesh
See how approved updates are evaluated, signed, and propagated between sites without pooling raw data.