feature · r2-08-self-learning

Self-learning

Taxonomy

5 tags · 3 out · 3 in · 3 artifacts · 1 gaps · 1 corpus docs

Catalog tags

group: r2; ev:inferred
maps.dm: absent; status:absent · ev:inferred
maps.technologies: 3; ev:primary
slug: r2-08-self-learning; ev:primary
title: Self-learning; ev:inferred

What it is

How do enterprise agentic systems learn from execution without silently changing company shape — and what loops are proven vs aspirational?

Why it matters

This topic was frozen in the corporate agentic OS research corpus (wave 10) to answer architecture and measurement questions that sit under the locked loop (observe→understand→predict→intervene→resolve→verify→learn). Stage-1 criticality: M. Research/Spec/Platform readiness: R4/S3/P1.

Related features

Learning & Adaptation, Agent Lifecycle Management, Reuse, Deploy & Govern

Catalog links

Graph edges for this feature — technologies, category lens, companies, DM.

Technologies

features/r2-08-self-learning/README.md

Artifacts

dm_mapabsent
readmepresent · features/r2-08-self-learning/README.md
technologies_mappresent · features/r2-08-self-learning/technologies.md

Gaps

G_DM_CROSSWALKsev 3
feature missing document-management.md

Out · maps_to (3)

axolotltechnology · primary · features/_source/feature-technology-map.json
llamafactorytechnology · primary · features/_source/feature-technology-map.json
unslothtechnology · primary · features/_source/feature-technology-map.json

In · maps_to (3)

axolotltechnology · primary · features/_source/feature-technology-map.json
llamafactorytechnology · primary · features/_source/feature-technology-map.json
unslothtechnology · primary · features/_source/feature-technology-map.json

Corpus tags (document_tags)

feature: r2-08-self-learning
kind: feature_readme
quality: ok
slug: r2-08-self-learning
technology: axolotl
llamafactory
unsloth

Corpus documents (1)

feature_readme · 1

T08 — Self-Learning Loops · ok
features/r2-08-self-learning/README.md

Research path: features/r2-08-self-learning