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Paper Citation Record · LEDGER

The Illusion of State in State-Space Models

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 39 inbound Pith citation observations for arXiv:2404.08819.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.08819 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 39 of 39 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:50:29.983949Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:20:06.870632Z

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Outbound references

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Pith citing papers

Observation 909e8ebc-a53b-4dee-b40a-f39d8b981472 · inbound

A Survey of Mamba cites this paper.

A Survey of Mamba The Illusion of State in State-Space Models

Reference 137

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arxiv_id, observed 2026-05-23T22:13:30.653142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-23T22:09:19.917854Z digest=sha256:46ad3e3cf14c7ae17a4524520c6e93714178980b9a463188e3f30dd8251771ff

Observation 9929c1a7-088a-4e9e-b417-370c9f4a2d27 · inbound

Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models cites this paper.

Relations, Negations, and Numbers: Looking for Logic in Generative Text-to-Image Models The Illusion of State in State-Space Models

Reference 55

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source=pdf_text observed=2026-08-12T12:36:46.552962Z digest=sha256:b899fb3881179b5c45c6fd31fb48a675a9dcfd803c8bf506f9aff2a41b587241

Observation e5689523-2c39-40de-b2ca-c1c01174e4fe · inbound

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity cites this paper.

The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity The Illusion of State in State-Space Models

Reference 93

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no resolver link, observed 2026-08-11T20:02:09.683193Z

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Observation f7c675f7-ccbc-472d-b38e-bf0e31e13161 · inbound

Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing cites this paper.

Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing The Illusion of State in State-Space Models

Reference 32

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no resolver link, observed 2026-08-10T22:52:33.520485Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:52:33.520485Z digest=sha256:119e6bce67612b02be3ddbdc91a65097102dac6f686eb477fa46da621d95214d

Observation 536ab947-aea5-47cd-8b0e-6eb9141cd2ef · inbound

Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding cites this paper.

Rethinking Addressing in Language Models via Contexualized Equivariant Positional Encoding The Illusion of State in State-Space Models

Reference 73

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T22:49:44.939835Z digest=sha256:cebc575ed91e71a3089d629f9c8591410369e3e331751b8a036a021fc7812acc

Observation 7d0bac67-8be8-45dc-b788-465f0ac245b9 · inbound

ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer cites this paper.

ARWKV: Pretrain is not what we need, an RNN-Attention-Based Language Model Born from Transformer The Illusion of State in State-Space Models

Reference 2021

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:12:09.300831Z digest=sha256:b738d7ff78dcc244c156f0a347b5f3bfdf968f1548382604a774e1186a39a83e

Observation d563bd92-2d0f-48c0-af91-ab464aeb2150 · inbound

On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach cites this paper.

On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach The Illusion of State in State-Space Models

Reference 33

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source=arxiv_source observed=2026-08-09T13:05:31.669954Z digest=sha256:1047fec651771ce729a8868cc588d25b07118da370d4e05419a8a2b33ce00abf

Observation 13925aaa-cff1-4db8-8834-baed2fdfce9e · inbound

Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis cites this paper.

Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis The Illusion of State in State-Space Models

Reference 19

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source=pdf_text observed=2026-08-15T22:42:40.944948Z digest=sha256:803ce1623f482043ede6939cb599c15f0ea1acda32903aba302496f1bce40f51

Observation 6c9d3883-9ae4-419e-a8fe-0c0ac313e8e7 · inbound

MesaNet: Sequence Modeling by Locally Optimal Test-Time Training cites this paper.

MesaNet: Sequence Modeling by Locally Optimal Test-Time Training The Illusion of State in State-Space Models

Reference 77

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source=arxiv_source observed=2026-08-07T10:30:13.791555Z digest=sha256:d515309f2339bb843a2b17a047bbd8cbd47fad1ded3db18f8a6bb9dea6825e2a

Observation 6c8a6c23-8d08-419b-87f2-4781650978b8 · inbound

pLSTM: parallelizable Linear Source Transition Mark networks cites this paper.

pLSTM: parallelizable Linear Source Transition Mark networks The Illusion of State in State-Space Models

Reference 2022

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source=pdf_text observed=2026-08-07T01:09:01.721259Z digest=sha256:61fbe677ceeda267342d7117c173c34de53a122d74a77c1d05cc967851a57782

Observation 0e10e554-38d7-4b63-9a61-215e768e025a · inbound

TPTT: Transforming Pretrained Transformers into Titans cites this paper.

TPTT: Transforming Pretrained Transformers into Titans The Illusion of State in State-Space Models

Reference 20

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no resolver link, observed 2026-08-06T23:34:47.274822Z

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source=pdf_text observed=2026-08-06T23:34:47.274822Z digest=sha256:f6e402f3cd76c835d9a05df2fd7ba87874f933e2c2a7615efb746be804ef27f3

Observation 3c7a0061-f378-43d9-9db3-41810be3b487 · inbound

Why Neural Network Can Discover Symbolic Structures with Gradient-based Training: An Algebraic and Geometric Foundation for Neurosymbolic Reasoning cites this paper.

Why Neural Network Can Discover Symbolic Structures with Gradient-based Training: An Algebraic and Geometric Foundation for Neurosymbolic Reasoning The Illusion of State in State-Space Models

Reference 20

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source=arxiv_source observed=2026-08-06T22:28:09.640815Z digest=sha256:f9329b55e9f41c7e967956547e4d0884cf8e39990af17df191c8180f697c86f5

Observation 55461cc0-9fc9-4779-b739-28ab4e4d7776 · inbound

Self-supervised learning predicts plant growth trajectories from multi-modal industrial greenhouse data cites this paper.

Self-supervised learning predicts plant growth trajectories from multi-modal industrial greenhouse data The Illusion of State in State-Space Models

Reference 21

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source=arxiv_source observed=2026-08-06T19:11:54.211273Z digest=sha256:1023030b0e7458ce6b5b468104f43320552880913253221ecf35b39882dc887c

Observation c696a32b-386d-4a79-9a6a-706e9a8e9d17 · inbound

Perfect diffusion is $\mathsf{TC}^0$ -- Bad diffusion is Turing-complete cites this paper.

Perfect diffusion is $\mathsf{TC}^0$ -- Bad diffusion is Turing-complete The Illusion of State in State-Space Models

Reference 20

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source=arxiv_source observed=2026-08-16T11:50:29.983949Z digest=sha256:788118c5c35c0bab3b1d68ae8d06d053088e8058676e71545d3e55f57fa2e42d

Observation 8cc6826c-0bc2-4f58-b103-b2c0ccfcf18c · inbound

The Serial Scaling Hypothesis cites this paper.

The Serial Scaling Hypothesis The Illusion of State in State-Space Models

Reference 74

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arxiv_id, observed 2026-05-19T04:12:02.471512Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-19T04:08:11.344622Z digest=sha256:3696062601381fd64f08ed1c65111da02d55a89f043c1f3da8ac727f8d2388ad

Observation 88506cc3-0bc2-4c28-ad0e-e502e65a3106 · inbound

Agent Identity Evals: Measuring Agentic Identity cites this paper.

Agent Identity Evals: Measuring Agentic Identity The Illusion of State in State-Space Models

Reference 68

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source=pdf_text observed=2026-08-06T14:57:06.833193Z digest=sha256:f7ea95c71734c26c3af09bdd3b32dd85a5766ec216c9675f3c9f7f4ab99e34f2

Observation ccf9bdf7-a98e-48ad-b0c9-b2d15991f757 · inbound

Systolic Array-based Accelerator for Structured State-Space Models cites this paper.

Systolic Array-based Accelerator for Structured State-Space Models The Illusion of State in State-Space Models

Reference 24

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Observation 0742e15a-10e6-476a-8cf5-6b6c38583dd5 · inbound

Time-Scaling State-Space Models for Dense Video Captioning cites this paper.

Time-Scaling State-Space Models for Dense Video Captioning The Illusion of State in State-Space Models

Reference 42

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Observation 66200db6-62e7-4e3c-913a-2c1d69659a7b · inbound

Kimi Linear: An Expressive, Efficient Attention Architecture cites this paper.

Kimi Linear: An Expressive, Efficient Attention Architecture The Illusion of State in State-Space Models

Reference 65

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arxiv_id, observed 2026-05-13T23:49:11.232912Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation a5e473cd-5997-4319-8e81-0ceffd94bb40 · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models The Illusion of State in State-Space Models

Reference 24

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arxiv_id, observed 2026-05-25T07:25:29.521085Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-25T07:21:04.684347Z digest=sha256:506f547de892a11a5aa15256b0cbe9c0cc97a266934984829886ba4dbda7ae18

Observation a179c081-86b0-4117-acbb-687e0787489d · inbound

Next-Latent Prediction Transformers Learn Compact World Models cites this paper.

Next-Latent Prediction Transformers Learn Compact World Models The Illusion of State in State-Space Models

Reference 24

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Observation 2093cea9-91ab-4c44-8544-9587e51789ed · inbound

Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modelling and State Tracking cites this paper.

Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modelling and State Tracking The Illusion of State in State-Space Models

Reference 2024

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Observation 1800cd7a-3515-450a-bdd2-03e85916e12f · inbound

On the Emergence of Implicit Curriculum in RLVR Learning Dynamics cites this paper.

On the Emergence of Implicit Curriculum in RLVR Learning Dynamics The Illusion of State in State-Space Models

Reference 30

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source=arxiv_source observed=2026-08-02T23:11:55.307884Z digest=sha256:e87ee9388d4e5fadec5a6bc0e1c5351cb630489785833e79e6eabbccf328a2bf

Observation cab6291c-3a0c-46a9-beaa-12f3276a51a0 · inbound

The UNDO Flip-Flop: A Controlled Probe for Reversible Semantic State Management in State Space Model cites this paper.

The UNDO Flip-Flop: A Controlled Probe for Reversible Semantic State Management in State Space Model The Illusion of State in State-Space Models

Reference 13

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arxiv_id, observed 2026-05-11T00:00:52.723458Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T18:45:35.405345Z digest=sha256:656e9ae4bd67217f0f4f49a76b3f4eb54d4c049b884eaafc360cc7a5c69f1039

Observation 8bd6657b-b4dc-4277-933e-38e4b25763b0 · inbound

UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration cites this paper.

UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration The Illusion of State in State-Space Models

Reference 18

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arxiv_id, observed 2026-05-15T14:51:08.470551Z

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Observation 8afd0c20-6742-44b5-9219-e7040e4936b1 · inbound

Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences cites this paper.

Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences The Illusion of State in State-Space Models

Reference 34

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arxiv_id, observed 2026-05-10T00:19:46.594422Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-10T00:19:24.366922Z digest=sha256:5ea5586a965710d8f6a8b40213ee8fa13a764daa262d19669ba58a80c9eb394a

Observation 83942b6c-e6f6-49a5-a8b7-a523b2fed46b · inbound

Measuring AI Reasoning: A Guide for Researchers cites this paper.

Measuring AI Reasoning: A Guide for Researchers The Illusion of State in State-Space Models

Reference 33

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arxiv_id, observed 2026-05-09T06:05:36.922751Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-08T18:53:18.586923Z digest=sha256:5ba1076e1c51d1af96771ac4c17be5ee0af28506ef5a06720a739e7fd9981595

Observation 5e995fed-89e1-40ed-8c7c-2ffed94e3319 · inbound

Adaptive Memory Decay for Log-Linear Attention cites this paper.

Adaptive Memory Decay for Log-Linear Attention The Illusion of State in State-Space Models

Reference 24

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arxiv_id, observed 2026-05-11T04:50:56.326971Z

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source=arxiv_source observed=2026-05-11T01:02:56.848785Z digest=sha256:8a526e953220db0caff178b148d7f7ea044a8b5d7297acc29e4e9883b17a3a92

Observation ce437740-d7c3-4183-8ea2-4bc63797a294 · inbound

Pretraining Recurrent Networks without Recurrence cites this paper.

Pretraining Recurrent Networks without Recurrence The Illusion of State in State-Space Models

Reference 85

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arxiv_id, observed 2026-07-02T12:26:56.666817Z

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Observation 3f3ff226-e209-4639-a0f3-a4313afc3082 · inbound

Pretraining Recurrent Networks without Recurrence cites this paper.

Pretraining Recurrent Networks without Recurrence The Illusion of State in State-Space Models

Reference 83

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source=pdf_text observed=2026-08-02T12:20:55.765459Z digest=sha256:8fe0ad653f728ad41cac678a3838e653c2e39c88a08db0b73443946be88c9b66

Observation 836385e2-42e7-4e64-b7ae-2522feea0fbd · inbound

A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking cites this paper.

A Held-Out Transition-Pair Falsifier for Long-Horizon Non-Abelian State Tracking The Illusion of State in State-Space Models

Reference 4

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arxiv_id, observed 2026-07-02T16:27:08.469766Z

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source=pdf_text observed=2026-06-27T22:48:14.999268Z digest=sha256:a80f701f104d6e0b815000aaa9eb3aea209a3fcd0af6c8a16fc88de97a1b54bf

Observation a976b7cc-8984-4d7b-896c-eb64f2a60185 · inbound

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting cites this paper.

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting The Illusion of State in State-Space Models

Reference 18

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arxiv_id, observed 2026-07-02T20:57:23.401162Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T20:01:38.433950Z digest=sha256:f8181f5295d04df3a8637c812ee6596ed2ad26498acc8a1ee34db9848c4ef4f2

Observation c31a408b-b8dc-48a6-af3b-16e2c38e242a · inbound

A Verifiable Search Is Not a Learnable Chain-of-Thought cites this paper.

A Verifiable Search Is Not a Learnable Chain-of-Thought The Illusion of State in State-Space Models

Reference 22

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arxiv_id, observed 2026-07-04T07:49:39.743233Z

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source=pdf_text observed=2026-06-26T12:35:20.698118Z digest=sha256:b83e5977d13eda1d82845d50a11bb6c0f3b616164ca68422d4ec76080ea715e8

Observation 597db3dd-848d-4cca-ad05-031500858c76 · inbound

Space-Efficient Language Generation in the Limit cites this paper.

Space-Efficient Language Generation in the Limit The Illusion of State in State-Space Models

Reference 47

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arxiv_id, observed 2026-07-04T20:20:06.872063Z

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source=arxiv_source observed=2026-06-25T20:26:09.264043Z digest=sha256:2274c3aaddb5b5ac4a72d27a8577a9c948540255f49fffbee2bce2bfeda237f9

Observation 2f3b8a79-a4e5-43dc-8d19-9424b333e1c8 · inbound

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale cites this paper.

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale The Illusion of State in State-Space Models

Reference 35

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source=pdf_text observed=2026-08-02T06:39:23.225043Z digest=sha256:4bb349f62c8e2b47542404f57ad770c59cbec67bef355d8ed6bf5663d074d0d2

Observation d0b7cb57-d1c4-4501-b33b-bd022ad1bcfb · inbound

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale cites this paper.

The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale The Illusion of State in State-Space Models

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2aef7d37-a693-4bb8-85e1-94a38d4901d9 · inbound

Hierarchical Domain Generalization cites this paper.

Hierarchical Domain Generalization The Illusion of State in State-Space Models

Reference 173

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When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers cites this paper.

When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers The Illusion of State in State-Space Models

Reference 11

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no resolver link, observed 2026-08-01T10:14:11.612261Z

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source=pdf_text observed=2026-08-01T10:14:11.612261Z digest=sha256:2e71924571b62bffe66cbd5dabebc65da0a00d785558d41df21a1e793752057b

Observation af1d94d9-a319-4afe-9701-5047ff3fd8c7 · inbound

Indexing: the Beginning and the End cites this paper.

Indexing: the Beginning and the End The Illusion of State in State-Space Models

Reference 15

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source=arxiv_source observed=2026-08-01T05:13:45.872885Z digest=sha256:c8deba740dcfa10eb5aa721b5c39b270c57aec275d79104dc17ffd346c634002