Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment | Paper Citation Record

Observation 6903fc81-69d3-40cc-a2b0-563beb218c69 · outbound

This paper cites The free-energy principle: a unified brain theory?,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The free-energy principle: a unified brain theory?,

Reference 1

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This paper cites The helmholtz machine,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The helmholtz machine,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.652382Z

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Observation c5c137a0-3c55-40d2-880b-3ef0d60648cf · outbound

This paper cites More is different: Broken symmetry and the nature of the hierarchical structure of science.,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment More is different: Broken symmetry and the nature of the hierarchical structure of science.,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.483787Z

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This paper cites Representation learning: A review and new per- spectives,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Representation learning: A review and new per- spectives,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.310376Z

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This paper cites The bayesian brain: the role of uncertainty in neural coding and computation,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The bayesian brain: the role of uncertainty in neural coding and computation,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.199548Z

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This paper cites Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:07.072111Z

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Observation e6f72ab7-7a59-4c53-ba53-d745fac4adf4 · outbound

This paper cites Active inference: a process theory,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Active inference: a process theory,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.959923Z

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This paper cites Shapiro, Embodied cognition.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Shapiro, Embodied cognition

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.819820Z

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This paper cites Neural networks and physical systems with emergent collective computational abilities.,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Neural networks and physical systems with emergent collective computational abilities.,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.687137Z

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Observation d85e7c4d-90ab-4f59-8a7d-4070afed5ba5 · outbound

This paper cites Memory, navigation and theta rhythm in the hippocampal- entorhinal system,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Memory, navigation and theta rhythm in the hippocampal- entorhinal system,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.564758Z

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Observation 416fe38e-02e2-46af-8932-5004f2d8d30d · outbound

This paper cites Gelman, J.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Gelman, J

Reference 11

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Observation d1cc27f3-89dc-4563-a020-0d74c00986bc · outbound

This paper cites On Broken Symmetry in Cognition.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment On Broken Symmetry in Cognition

Reference 12

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Observation b784761d-4b34-4ed8-a9fc-096845bb74f1 · outbound

This paper cites Auto-encoding variational bayes.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Auto-encoding variational bayes

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.436480Z

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Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 14

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Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 15

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Observation d4cb8def-3d7f-452e-8e8d-977b1c1218bf · outbound

This paper cites Learning task-state representations,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Learning task-state representations,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.217861Z

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Observation c4c8cf0a-bf27-401b-b951-b946d2ac3485 · outbound

This paper cites Information and the accuracy attainable in the estimation of statistical parameters,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Information and the accuracy attainable in the estimation of statistical parameters,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:06.091162Z

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Observation 4e44b15b-5199-421d-9e6c-86c1c0edd39c · outbound

This paper cites Conditional expectation and unbiased sequential estimation,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Conditional expectation and unbiased sequential estimation,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.943349Z

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Observation 9b61086c-4ae4-4aea-b64f-e90389c262a5 · outbound

This paper cites On the Arrow of Inference.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment On the Arrow of Inference

Reference 19

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Observation 41191f97-c30c-4e5e-b5b9-ccb17d08910b · outbound

This paper cites ‘what’and ‘where’in the human brain,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment ‘what’and ‘where’in the human brain,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.792855Z

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Observation e7428b23-7d12-4bd5-8c49-8e02fe73a72b · outbound

This paper cites Unified language model pre-training for natural language understanding and generation,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unified language model pre-training for natural language understanding and generation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.647840Z

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Observation db5ff4b5-3f1a-4f7f-b770-6d65bb133112 · outbound

This paper cites Head-direction cells recorded from the postsubicu- lum in freely moving rats. i. description and quantitative analysis,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Head-direction cells recorded from the postsubicu- lum in freely moving rats. i. description and quantitative analysis,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.489044Z

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This paper cites Connecting multiple spatial scales to decode the population activity of grid cells,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Connecting multiple spatial scales to decode the population activity of grid cells,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.378664Z

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This paper cites Place cells, grid cells, and the brain’s spatial representation system,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Place cells, grid cells, and the brain’s spatial representation system,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:05.178383Z

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This paper cites Internal models for motor control and trajectory planning,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Internal models for motor control and trajectory planning,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.992626Z

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This paper cites Optimal feedback control as a theory of motor coordination,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Optimal feedback control as a theory of motor coordination,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.829706Z

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Observation eaf6a0fe-47f8-4ab0-a278-3e2953d9c36f · outbound

This paper cites A network perspective on sensori- motor learning,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment A network perspective on sensori- motor learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.655822Z

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This paper cites Jeannerod, Motor cognition: What actions tell the self, vol.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Jeannerod, Motor cognition: What actions tell the self, vol

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.496428Z

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This paper cites Sentence comprehension.,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Sentence comprehension.,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.327251Z

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Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 30

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This paper cites Synaesthesia in phantom limbs induced with mirrors,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Synaesthesia in phantom limbs induced with mirrors,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:04.029249Z

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This paper cites Mirror therapy for phantom limb pain,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Mirror therapy for phantom limb pain,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.909024Z

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This paper cites Pearl, Causality.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Pearl, Causality

Reference 33

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This paper cites Cherkaev, Variational methods for structural optimization, vol.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Cherkaev, Variational methods for structural optimization, vol

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.783460Z

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This paper cites Inverted Inference and Recursive Bootstrapping: A Primal-Dual Theory of Structured Cognition.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Inverted Inference and Recursive Bootstrapping: A Primal-Dual Theory of Structured Cognition

Reference 35

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This paper cites A mathematical theory of communication,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment A mathematical theory of communication,

Reference 36

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This paper cites Preconditioning techniques for large linear systems: a survey,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Preconditioning techniques for large linear systems: a survey,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.615835Z

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Observation 9ea031a5-d5c6-4869-b468-834f67a89377 · outbound

This paper cites Uncertainty, neuromodulation, and attention,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Uncertainty, neuromodulation, and attention,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.464628Z

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This paper cites Working memory, attention, and salience in active inference,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Working memory, attention, and salience in active inference,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.308972Z

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This paper cites Towards Biologically Plausible Deep Learning.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Towards Biologically Plausible Deep Learning

Reference 40

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This paper cites Rein- forcement learning, fast and slow,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Rein- forcement learning, fast and slow,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:03.114443Z

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Observation 31a7e4bb-8cdb-46e6-af6a-d9cb5781d15b · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Relational inductive biases, deep learning, and graph networks

Reference 42

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Observation 5d4285eb-307e-4aa2-90ed-b2f6f591a4ad · outbound

This paper cites Hopfield Networks is All You Need.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Hopfield Networks is All You Need

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T22:53:00.424945Z

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Observation afc19d0e-383a-47ef-a75e-e2f39687c349 · outbound

This paper cites Gopnik, A.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Gopnik, A

Reference 44

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Observation 6fa8f0d7-bd69-49f7-9bb8-e1c5de3aa509 · outbound

This paper cites Curriculum learning,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Curriculum learning,

Reference 45

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Observation 25ebdb46-adc7-4957-a0f4-8de2d212e7d2 · outbound

This paper cites Theories of error back-propagation in the brain,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Theories of error back-propagation in the brain,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:02.759376Z

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Observation 3daf4a2f-7dc3-4174-880e-995f6669cddd · outbound

This paper cites Schemas and memory consolidation,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Schemas and memory consolidation,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:02.575754Z

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Observation 34ca9e04-b582-43d5-9013-1b4447719591 · outbound

This paper cites Predictive coding approximates backprop along arbitrary computation graphs,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Predictive coding approximates backprop along arbitrary computation graphs,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:02.423856Z

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Observation eb774013-8078-4b68-8bf8-6426c61e83f0 · outbound

This paper cites Hierarchical active inference: a theory of motivated control,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Hierarchical active inference: a theory of motivated control,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:02.247126Z

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Observation 322c0c7c-623a-462d-ac2c-b71d19c12c36 · outbound

This paper cites The graphical brain: Belief propagation and active inference,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The graphical brain: Belief propagation and active inference,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:02.070641Z

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Observation 2cd0934b-7a08-4652-b7f6-40a3716fc146 · outbound

This paper cites Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory.,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory.,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.842267Z

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Observation 5a867b23-1604-4340-9090-f0fc89db0fca · outbound

This paper cites Hierarchical reinforcement learning: A comprehensive survey,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Hierarchical reinforcement learning: A comprehensive survey,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.661217Z

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Observation f6532265-beb4-495c-9225-c165bfa54b07 · outbound

This paper cites Learning representations by back- propagating errors,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Learning representations by back- propagating errors,

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T22:53:00.467966Z

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Observation cabf4e3a-2986-4189-bf57-85ad313c4abd · outbound

This paper cites The information bottleneck method.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The information bottleneck method

Reference 54

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Source-reported events for the cited work

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Observation fa77a462-d5f3-47d0-8253-c3dc4ff0eefd · outbound

This paper cites Piaget, M.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Piaget, M

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.465773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 73a1a830-fa7e-4ad1-bece-b268e8df4249 · outbound

This paper cites A comprehensive survey of continual learning: Theory, method and application,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment A comprehensive survey of continual learning: Theory, method and application,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.274985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e4ffc66b-6382-4913-976f-be2edc4cdb43 · outbound

This paper cites Reducing bias through directed acyclic graphs,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Reducing bias through directed acyclic graphs,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.127465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 41851865-b82d-4697-b017-9504c1ce562c · outbound

This paper cites Kahneman, Thinking, fast and slow.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Kahneman, Thinking, fast and slow

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.027434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cdb26f11-f642-48f4-9260-ecd8488bce25 · outbound

This paper cites Is memory schematic?,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Is memory schematic?,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:01.004701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 92952cc2-322b-435c-a460-f3e08897fd7e · outbound

This paper cites Hierarchical process memory: memory as an integral component of information processing,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Hierarchical process memory: memory as an integral component of information processing,

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.977169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 88cd8282-2f0c-4cf7-a0bf-63e353a49c4f · outbound

This paper cites The now-or-never bottleneck: A fundamental constraint on language,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The now-or-never bottleneck: A fundamental constraint on language,

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.955332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 502686ea-9f0f-4829-b623-6836bd31456f · outbound

This paper cites How to grow a mind: Statistics, structure, and abstraction,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment How to grow a mind: Statistics, structure, and abstraction,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.934376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e0fbdbc2-82a4-49f2-ad85-0a59ee99cd6f · outbound

This paper cites Hierarchical variational models,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Hierarchical variational models,

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.920320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 870b2c9e-f3f6-4df1-9285-ccb603ab6ed9 · outbound

This paper cites Building machines that learn and think like people,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Building machines that learn and think like people,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.904511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e6181a02-d6c4-4991-8404-bcb62fa27f86 · outbound

This paper cites Attention-based graph neural networks: a survey,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Attention-based graph neural networks: a survey,

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.887965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 982a6206-e18a-4040-8ed9-b9c25fbe858d · outbound

This paper cites Latent alignment and variational attention,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Latent alignment and variational attention,

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.871044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation baefe994-8451-4014-99d9-be497320e702 · outbound

This paper cites Bayesian non-parametrics and the probabilistic approach to modelling,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Bayesian non-parametrics and the probabilistic approach to modelling,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.857416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9489089d-a9e8-4ac8-9556-a2a6cb310fff · outbound

This paper cites What is consciousness, and could machines have it?,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment What is consciousness, and could machines have it?,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.843527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4d140454-67bd-4b96-8ca9-6d3d0ccdf99e · outbound

This paper cites Predictive Coding Theories of Cortical Function.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Predictive Coding Theories of Cortical Function

Reference 69

Resolution: verified exact; local_arxiv, observed 2026-08-06T22:53:00.612362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6481bd46-ab7d-45cc-b93d-31c60d418295 · outbound

This paper cites How does the brain solve visual object recognition?,.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment How does the brain solve visual object recognition?,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.829007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1b67a260-89e2-465c-b82c-ad1392f29510 · outbound

This paper cites The negative log penalty incentivizes maximizing αt, proportional to the usefulness of Φt in disambiguating Ψt.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment The negative log penalty incentivizes maximizing αt, proportional to the usefulness of Φt in disambiguating Ψt

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.815127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 36f6f9a8-658e-4802-b752-a50f94760569 · outbound

This paper cites Since the learning rate governs the magnitude of update per step, the optimal learning rate should scale with the residual uncertainty.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Since the learning rate governs the magnitude of update per step, the optimal learning rate should scale with the residual uncertainty

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.800525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d713e2c-3f9a-4290-bca5-591f8c68184a · outbound

This paper cites an unresolved cited work.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:00.787589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b45b4291-9505-4fb0-a50c-73f648cb7430 · outbound

This paper cites Assume that H(Φ(t) ℓ |Ψ) and the KL term are convex and lower bounded.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Assume that H(Φ(t) ℓ |Ψ) and the KL term are convex and lower bounded

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:53:00.773002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 041b8dd2-1e25-40c8-82ff-fed60ca4962a · outbound

This paper cites an unresolved cited work.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:00.759425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a33631ae-657f-4858-9d90-1cd1a4696ea7 · outbound

This paper cites an unresolved cited work.

Structural Decoupling: A Scaffold-Flow Theory of Generalization and Alignment Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:53:00.744761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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