Uses + Failure Modes of Fixed (factory) Harnessing
Useful For Fixed (complicated) problems
Closed, deterministic systems, where problems are well defined and fixed.
Where speed, reproducibility, auditability, certifiability is needed
i.e. non-realtime product releases where there is a clear temporal separation between problem - solution
Failure Modes - bad for moving (complex) problems
Where it comes in contact with the real world - messy and changing
Hard Ceiling on Novelty - its reliability is bought by suppressing variance
Brittleness - Every unanticipated condition requires a human to update the harness.
Accelerating Model Capabilities will be limited by fixed Harnessing
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