AI tuning

Added · Seed

The progressive shaping of an agent’s behaviour to match the actor’s evolving needs, transforming a generic capability into a personalised collaborator.

Filters

Parameters

Voice and tone

References

Workflow

Resources & references

Consequences

  • the standing behaviour is the actor's to shape, so a correction made once holds across sessions instead of being re-issued each time
  • how far the system may act on its own is now something the actor set, which moves the responsibility for that boundary onto them
  • tuning accumulates and then goes quiet: behaviour configured months ago reads later as simply how the system is, including to the actor who configured it

Related patterns

Serves

  • Delegation — shaping initial behaviours at delegation's set-up, and repairing misfires during exception handling

Enacts

  • Agency — the actor sets how far the system can act on its own, then lets it run

Complements

  • Localization — locale as a generation parameter
  • Generated content — settings that influence how content is generated and presented.
  • Selective memory — remembered facts and shaped behaviour are two channels of the same persistence
  • Settings — specialized settings for configuring AI behaviour
  • Workflow — a workflow builder is a tuning tool: editing the procedure is one of the ways an agent's behaviour gets progressively shaped

Related

Preceded by

  • Agent — tuning keeps the actor in control while the agent does its thing
  • Prompt — lets the actor refine how the model gets prompted