hypothesis
active
hypothesis:tanha-as-unskillful-active-inference-tuai-tanha-is-a-side-effect-of-active-inference-gone-wrong-through-rate-overload-uncontrollable-domains-context-desynchronization-and-metabolic-dysfunctionTanha as Unskillful Active Inference (TUAI): tanha is a side-effect of active inference gone wrong through rate overload, uncontrollable domains, context desynchronization, and metabolic dysfunction.
Core hypothesis linking tanha to active inference failures.
Source paper
extracted_fromNeighborhood — ranked by edge-count
Claims (2)
claim
- Interpretive summary of TUAI hypothesis.
- Relating phenomenological effort to number/duration of SOHM manipulation.
Concepts (6)
concept
- TanhaaboutBuddhist concept of instinctive grasping for pleasant sensations and pushing away unpleasant ones; central to the paper's unification thesis.
- Context desynchronizationassociated_withTUAI failure mode: world model basis shifts relative to prediction basis, rendering predictions nonsensical noise.
- Metabolic dysfunctionassociated_withTUAI catch-all failure mode: prediction machinery altered outside semantic context (e.g., by disease, drugs).
- Rate overloadassociated_withTUAI failure mode: generating normative predictions faster than they can be fulfilled.
- Three Fundamental Defilements (Greed, Fear, Delusion)associated_withBuddhist framework; April 2025 update proposes each maps to a failure mode of vasocomputation-based active inference.
- Uncontrollable domainsassociated_withTUAI failure mode: predicting outcomes we cannot control (e.g., cake tasting good forever).
Frameworks (1)
framework
- Active InferenceaboutFoundational framework by Karl Friston; the paper extends it to three hierarchical levels for modeling meta-awareness.
Questions (1)
question
- Does tanha arise from one crisp isolatable mechanism rather than 1000 contributing factors?answered_byJohnson's core research question motivating the vasocomputation hypothesis; argues Buddhist phenomenology's attention to dependent origination makes simple elegant solutions likely.
Artifacts (1)
artifact
- Blog post/research essay that introduces the Vasocomputation framework, linking Buddhist tanha with vascular smooth muscle cell function, active inference, and physical reflexes.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Equation of tanha with maladaptive uncertainty processing.
- Reframing tanha as a side effect of the drive to compress complexity.
- Argues that Buddhist analysis primes us to find clean neural mechanisms.
- Author's assertion that tanha has a single, elegant neural substrate rather than many diffuse causes.
- Cube Flipper's stack model applied to explain model behavior; specific example of Sonnet 4.5.
- Poetic description of the latch-bridge mechanism and its phenomenological effect.
- §2, comparing exploration mechanisms.
- §3, after non-stationary results.