Pith. sign in

Paper Citation Record · LEDGER

Memoir: Should a Model Write to Its Memory While It Thinks?

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2607.20792.

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

pith.paper-citation-record.v1
2607.20792 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T09:25:24.808694Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved20
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb93ad1b-c975-4ad8-9170-786ee17eae83 · outbound

This paper cites The Surprising Effectiveness of Test-Time Training for Few-Shot Learning.

Memoir: Should a Model Write to Its Memory While It Thinks? The Surprising Effectiveness of Test-Time Training for Few-Shot Learning

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:22.519099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:22.519099Z digest=sha256:3fe1a1afcf6ca5df111b39990f830590856ed050cb9866e1900dcef8bc9c201f

Observation 9d3987ad-d34a-4cb2-8373-9427f0569f11 · outbound

This paper cites Nested Learning: The Illusion of Deep Learning Architectures.

Memoir: Should a Model Write to Its Memory While It Thinks? Nested Learning: The Illusion of Deep Learning Architectures

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.108005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.108005Z digest=sha256:715df306be5c20a0eec5cd245d8b998f7b3ee85ac6e04855730e7d46d2f00675

Observation 32d871a7-7a3b-413f-a502-bfd19fa5631a · outbound

This paper cites Titans: Learning to Memorize at Test Time.

Memoir: Should a Model Write to Its Memory While It Thinks? Titans: Learning to Memorize at Test Time

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.313591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.313591Z digest=sha256:6f19ac450c7e8def85992f4b42be74a064a68c47a510378c25c2717e62430682

Observation 82c55a47-a063-4e65-b3be-635dc9dd2f7f · outbound

This paper cites Universal Transformers.

Memoir: Should a Model Write to Its Memory While It Thinks? Universal Transformers

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.477369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.477369Z digest=sha256:57f6c17084b82be92ea200542d590ba54c132f32d32538af7ba08a762952fc74

Observation 7bbbeb4b-a6dd-464f-9e4c-f617d887e72d · outbound

This paper cites Energy-Based Transformers are Scalable Learners and Thinkers.

Memoir: Should a Model Write to Its Memory While It Thinks? Energy-Based Transformers are Scalable Learners and Thinkers

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.671177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.671177Z digest=sha256:14544293aab032df2e6a3c3cf48a73b80336796f91905c79a48cf23b1c23201c

Observation 68f67fee-0891-47ef-bf37-f9b5768e0cfc · outbound

This paper cites Adaptive Computation Time for Recurrent Neural Networks.

Memoir: Should a Model Write to Its Memory While It Thinks? Adaptive Computation Time for Recurrent Neural Networks

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.834390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.834390Z digest=sha256:e8bb1afa15e62e2bf133a925c0c53b25c5cea9da603f3e9c6ef0b9d1373f262a

Observation d79fc78e-450d-4318-b6d1-217eedf904e2 · outbound

This paper cites Why Language Models Hallucinate.

Memoir: Should a Model Write to Its Memory While It Thinks? Why Language Models Hallucinate

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.128504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.128504Z digest=sha256:9715ea5bf8a8cd8017652e017ee12cffabd228ceba35dc0aac273819dd728318

Observation 8616c42b-de1b-41ed-b16f-b166b0dd805f · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.

Memoir: Should a Model Write to Its Memory While It Thinks? Overcoming catastrophic forgetting in neural networks

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.211976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.211976Z digest=sha256:4df1639e8b1eed227248f146e5edbe9339dfb47cd951efb328fef5e31478a3cc

Observation b37e3520-e7cf-4ad4-9a83-e0cffc9a5b78 · outbound

This paper cites Linear Transformers Are Secretly Fast Weight Programmers.

Memoir: Should a Model Write to Its Memory While It Thinks? Linear Transformers Are Secretly Fast Weight Programmers

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.287914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.287914Z digest=sha256:10038c9421c60f44c958ae5653168f1138fa027d36a6845d8df044fb7331fcea

Observation e1c7918d-e165-4013-8f91-70f76447e89b · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

Memoir: Should a Model Write to Its Memory While It Thinks? Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.389981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.389981Z digest=sha256:1ffb83bca8804666b286f3cebac761ca5900f69740b257387a3aab40bc6b7d98

Observation 1c9d5f06-f7c6-40b9-a4f8-60d601b167c8 · outbound

This paper cites End-to-End Test-Time Training for Long Context.

Memoir: Should a Model Write to Its Memory While It Thinks? End-to-End Test-Time Training for Long Context

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.520280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.520280Z digest=sha256:b06c5c202c7d51ad0f82520bfa7cc250d4202702f70d15b96293d35d3b41ffb9

Observation b1977f10-b6d7-443f-925c-2fcd80c4d2fa · outbound

This paper cites A Systematic Analysis of Hybrid Linear Attention.

Memoir: Should a Model Write to Its Memory While It Thinks? A Systematic Analysis of Hybrid Linear Attention

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.630212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.630212Z digest=sha256:1563eb450c91badf9cc3b23a40d9cfeec366ad91f2fcfbe35c1a01a2b16e30fe

Observation 0886ebec-7179-4d9e-a856-51349bf7defc · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Memoir: Should a Model Write to Its Memory While It Thinks? LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.732706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.732706Z digest=sha256:ed81b1816d508fde1c1e7ba1b31c6411871bfff9848d6040fe2abb81892d3509

Observation 66b9649c-6ff1-45cd-b1fe-220fa1d481c6 · outbound

This paper cites Memorizing Transformers.

Memoir: Should a Model Write to Its Memory While It Thinks? Memorizing Transformers

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.808694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.808694Z digest=sha256:7d819094ad88523b0c252040c7d8d0b77491decd26b7793a3b4730d259be83a0

Observation c3969594-b647-4ff0-bb03-ab41b500e53d · outbound

This paper cites Bootstrap your own latent: A new approach to self-supervised Learning.

Memoir: Should a Model Write to Its Memory While It Thinks? Bootstrap your own latent: A new approach to self-supervised Learning

Reference 2016

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.940725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.940725Z digest=sha256:235860c73cc3dbfeae2b3e81cc4d734a8ddae37cc5f163170ffcc211fcd08c1a

Observation 58af95c1-8e95-436a-851b-161feb419ee8 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

Memoir: Should a Model Write to Its Memory While It Thinks? Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:23.570001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:23.570001Z digest=sha256:5c271cfb7f17909ebec38343450cb65d5054b1711f72a520d4eb1cf78f173ffc

Observation fff3e90f-e98e-439b-9dbf-928c6f47130f · outbound

This paper cites Training Large Language Models to Reason in a Continuous Latent Space.

Memoir: Should a Model Write to Its Memory While It Thinks? Training Large Language Models to Reason in a Continuous Latent Space

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:24.052221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:24.052221Z digest=sha256:5e1d4bb0a9691f26fa02cdd2056996de2619dab5a5eff33ee8c97206c342961e

Observation 95c165b9-5fa4-4c95-94d3-e8bb32be50bf · outbound

This paper cites ATLAS: Learning to Optimally Memorize the Context at Test Time.

Memoir: Should a Model Write to Its Memory While It Thinks? ATLAS: Learning to Optimally Memorize the Context at Test Time

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:22.804234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:22.804234Z digest=sha256:73c70d4a07287bbbec2e671350eba604600459015e9d7016a88151bacfd2f5eb

Observation bdbd4626-9a48-4f4b-a310-fce5be848f91 · outbound

This paper cites VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning.

Memoir: Should a Model Write to Its Memory While It Thinks? VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:22.655581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:22.655581Z digest=sha256:5b43160e7d77a36914963ac49a978cc8fe6b98e6aaf9e36e1b1ef19f35ec0fb1

Observation 17e5ef05-45a5-4007-b614-f40000b81685 · outbound

This paper cites It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization.

Memoir: Should a Model Write to Its Memory While It Thinks? It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-01T09:25:22.981826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T09:25:22.981826Z digest=sha256:26c86f8d5b2cf839a915d7f647adc4ac4536779fb67adbecb15284e7ffc7a74a

Pith citing papers

No inbound Pith citation observations are available.