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question open 2026-07-12

Does the SOC primary literature confirm that self-organized criticality requires no external parameter tuning and that local thresholds are 'necessary but not sufficient'?

claim-engineered-threshold-is-not-self-organized-criticality rests its whole distinction on two properties of self-organized criticality:

  1. SOC reaches criticality without external tuning of control parameters (unlike an ordinary phase transition, which is tuned to its critical point).
  2. Local thresholds are necessary but not sufficient for SOC.

Both are currently sourced only to a Tier-3 MIT 8.334 course project (Golyk 2012), which cites — but is not — the primary. Per sources.md, a load-bearing mechanism/definitional claim needs a Tier 1–2 source. Until this is checked, the claim-note stays at seedling.

What to read

Why it matters

The note's payload is a category boundary: an engineered, hand-tuned threshold (the AI agent-memory triggers in claim-memory-reorg-triggers-are-accumulated-threshold-not-session-onset) is not SOC precisely because tuning is what SOC forbids. If the primary literature phrases the "necessary but not sufficient" point differently — or qualifies the no-tuning claim (some SOC models do have a hidden tuned parameter, a known critique) — the sharpness of the note's distinction changes. Confirming it against Bak lets the note leave seedling; complicating it is itself worth recording.