Generative AI Fundamentals Map
Map/Loops/reinforcing

Company knowledge loop

reinforcing loop · 4 steps · Trace on the map →

The cycle

People and agents useshared knowledgeCorrections andknow-how capturedOntology and memoryimproveAgents get better atthis company’s workR
  1. 01People and agents use shared knowledgeKnowledge-rich agents
  2. 02Corrections and know-how capturedCorrection propagation
  3. 03Ontology and memory improveShared ontology and wiki
  4. 04Agents get better at this company’s work

What drives it

Each correction makes the next answer better, so use builds the asset that makes use worthwhile.

What breaks it

The NANDA report’s learning gap is this loop failing to start: tools that cannot retain feedback never compound.

What to watch

Share of corrections that persist. Repeat-error rate.

Also feeds it

Sources

  1. 01Why 95% of AI pilots fail, on the MIT NANDA report (VC Cafe)