Mind · Reasoning
PatternEmergence
Recognizing implicit patterns in existing practice
Definition
Mechanism
Before proposing a pattern top-down, the Agent analyzes records of practice for recurring behavior that has emerged bottom-up. It records each evidence-backed recurring structure, its contexts, supporting instances, and counterexamples as a candidate for later evaluation and codification; if none is found, it records that result.
Preconditions
- Records of practice available.
Postconditions
- Evidence-backed candidate pattern(s), or a recorded no-recurrence-found result, returned.
Invariants
- Descriptive Priority: Each candidate records what is observed, not what should happen.
- Existence Proof: Each candidate records observed instances before it is named.
Risks
Failure modes
Bad-Habit Candidate
Recurrence is treated as reusable structure even though it is only a workaround for a broken System.
Apophenia
Perceiving a pattern in random Noise or one-off coincidences.
Over-fitting
The candidate is so specific to past events that it cannot Generalize to future ones.
Relationships
Builds on
References
Autonomous Goal-Directed Entity
Inductive pattern extraction
Physics
Irrelevant information
Infrastructure
Complex whole of interacting parts
Nothing in this library builds on this pattern yet.