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Paper Citation Record · LEDGER

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning

As of 13 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2607.20952.

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

pith.paper-citation-record.v1
2607.20952 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:57:03.788278Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

21 of 21 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dec1bd1c-7353-494f-a06d-e8253c061b92 · outbound

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

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:57:01.510718Z digest=sha256:6fd68e40bacc861ae3120c5080637b0d13822ce21233c61117a29cb5bd26d83b

Observation 4cb30fbe-2b7f-4a15-a003-33243b6c45cb · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 2

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source=pdf_text observed=2026-08-01T08:57:01.617186Z digest=sha256:7d566b29c8ceec57be41b3977a8d3732785f39587393233ac0857749d4405250

Observation afd5441a-d05d-4530-bb07-2ee3c388fa00 · outbound

This paper cites Scaling Latent Reasoning via Looped Language Models.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Scaling Latent Reasoning via Looped Language Models

Reference 3

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source=pdf_text observed=2026-08-01T08:57:01.715624Z digest=sha256:7534627e1593f0d1083119905ecf4548d19340a48e54c000df90c3e34a64733f

Observation 9bc8ad30-77b6-489e-b0b6-82b23c6d8297 · outbound

This paper cites Reinforcement learning for latent-space thinking in LLMs.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Reinforcement learning for latent-space thinking in LLMs

Reference 4

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source=pdf_text observed=2026-08-01T08:57:01.851995Z digest=sha256:f3e7593441067f01763900141df3f9a344f48fc5fccd1b33b642a1803fffd796

Observation 9f24d04d-3102-47e3-b02d-3148d7f506bf · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.Nature, 630:625–630, 2024.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Detecting hallucinations in large language models using semantic entropy.Nature, 630:625–630, 2024

Reference 5

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source=pdf_text observed=2026-08-01T08:57:01.876572Z digest=sha256:859308f038d30074b5d75f1c82c3bc6142a47d58444922720df3b55c94da9fc2

Observation d7f9eae7-12e7-4379-aaea-ec90088c20bb · outbound

This paper cites Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Can Large Language Models Develop Strategic Reasoning? Post-training Insights from Learning Chess

Reference 6

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no resolver link, observed 2026-08-01T08:57:02.003590Z

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source=pdf_text observed=2026-08-01T08:57:02.003590Z digest=sha256:002c91b68ab17ef5811efddf03a06be39bc0b0b397bed0517aafbcfa4ba9d7a7

Observation ced43a8a-c971-4335-a756-eb3939bf2a86 · outbound

This paper cites Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias

Reference 7

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source=pdf_text observed=2026-08-01T08:57:02.160350Z digest=sha256:4fefccfaff374e8be8dc4fe4b1cdbcb2a8a6faa260de92fb431f6d890c15a98d

Observation 8d491105-0f5c-49fb-a60c-9c1c8b54420b · outbound

This paper cites Locating and Editing Factual Associations in GPT.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Locating and Editing Factual Associations in GPT

Reference 8

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source=pdf_text observed=2026-08-01T08:57:02.278255Z digest=sha256:34171386469b865fb26e93df87131671e414a5682f762a47472e4ff58d8e0b59

Observation 818c60b5-ad6f-49a8-8d12-ff1ec6ea8461 · outbound

This paper cites Towards Best Practices of Activation Patching in Language Models: Metrics and Methods.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Towards Best Practices of Activation Patching in Language Models: Metrics and Methods

Reference 9

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source=pdf_text observed=2026-08-01T08:57:02.375982Z digest=sha256:0a28896a21a208964e231170d92c7b72eed16da1839f123ed35da7e480e9e87a

Observation dec066b7-a00d-4eb5-9d99-c5ac2eb731ab · outbound

This paper cites Qwen3 Technical Report.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Qwen3 Technical Report

Reference 10

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source=pdf_text observed=2026-08-01T08:57:02.447010Z digest=sha256:857396b63aa42acfc1f5d0f7fd9a83eed45821ec786da26a06c9708bde13dc3f

Observation 75d6712b-541f-4267-8121-30f1d59c9f8b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

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source=pdf_text observed=2026-08-01T08:57:02.555226Z digest=sha256:8302b1c7538828f65c1bf7ddb309d9b483d9c90a31d2b078006ac321ac6e5ca1

Observation 9313d92a-dbc0-43f5-a714-dc9b970a225b · outbound

This paper cites SofT-GRPO: Surpassing discrete-token llm reinforcement learning via gumbel-reparameterized soft-thinking policy optimization.arXiv preprint arXiv:2511.06411, 2025.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning SofT-GRPO: Surpassing discrete-token llm reinforcement learning via gumbel-reparameterized soft-thinking policy optimization.arXiv preprint arXiv:2511.06411, 2025

Reference 12

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source=pdf_text observed=2026-08-01T08:57:02.664261Z digest=sha256:94bcfa3a3a1352971594c80d1416a0e5cf3092179a8e07ce29a8b4af3464ed6b

Observation 7f8ff5f1-3fd5-477a-9a33-a5500f64e75c · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Categorical Reparameterization with Gumbel-Softmax

Reference 13

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source=pdf_text observed=2026-08-01T08:57:02.778718Z digest=sha256:45506556e3ba36301cb0862886a7b2c3675ae922692ea166e69734ea458afa0f

Observation bc3a4451-9b0e-4e75-843e-1ce9f89471cb · outbound

This paper cites Verbalizable representations form a global workspace in language models.Transformer Circuits Thread, 2026.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Verbalizable representations form a global workspace in language models.Transformer Circuits Thread, 2026

Reference 14

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source=pdf_text observed=2026-08-01T08:57:02.891988Z digest=sha256:9a96ae21952894efdc446bc6cc8abd00f476967d09a41aeddb778513126ebe37

Observation 423447bf-d727-47fa-a40a-667ac1ed2ea9 · outbound

This paper cites Interpreting gpt: The logit lens.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Interpreting gpt: The logit lens

Reference 15

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source=pdf_text observed=2026-08-01T08:57:03.041664Z digest=sha256:0bf362440ca8d03a12ef29a672641eae31dcfc191b26c9bd71f1d59a1f840070

Observation bfb42a17-6f8f-4637-95dc-935bd8860e9d · outbound

This paper cites Do latent tokens think? a causal and adversarial analysis of chain-of-continuous-thought.arXiv preprint arXiv:2512.21711, 2025.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Do latent tokens think? a causal and adversarial analysis of chain-of-continuous-thought.arXiv preprint arXiv:2512.21711, 2025

Reference 16

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source=pdf_text observed=2026-08-01T08:57:03.147175Z digest=sha256:b1b16dc12f0189d110ba8060408f35dd30c8d158413f12022c39a9958ee90387

Observation d952a04b-099a-48ff-ab62-40704b676885 · outbound

This paper cites How do latent reasoning methods perform under weak and strong supervision? arXiv preprint arXiv:2602.22441, 2026.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning How do latent reasoning methods perform under weak and strong supervision? arXiv preprint arXiv:2602.22441, 2026

Reference 17

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source=pdf_text observed=2026-08-01T08:57:03.240787Z digest=sha256:9a39806d31445942cbe9a1b389a8f8896042f4064896c4df9e917a4b25e1295e

Observation 6ed30a18-52b7-4929-a176-d4d7c1e023b9 · outbound

This paper cites Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention

Reference 18

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source=pdf_text observed=2026-08-01T08:57:03.403519Z digest=sha256:1a11bd7524d69a80c740299e4cf00ed088094adf9fa6baea2b3d8a815741ab29

Observation 5af69d93-13a0-45a3-b839-7c3eb1b41fc3 · outbound

This paper cites Scratchpad think- ing: Alternation between storage and computation in latent reasoning models.NeurIPS Mechanistic Interpretability Workshop, 2025.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Scratchpad think- ing: Alternation between storage and computation in latent reasoning models.NeurIPS Mechanistic Interpretability Workshop, 2025

Reference 19

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source=pdf_text observed=2026-08-01T08:57:03.500765Z digest=sha256:6885899c152b19a69ec490572c005648e431addb7ab60b63230f7c4564bb550a

Observation 893c3978-9693-4a8b-b6ec-d479fc92717b · outbound

This paper cites Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models

Reference 20

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source=pdf_text observed=2026-08-01T08:57:03.648495Z digest=sha256:c7295c9f35d9b1106a5b640a7a8bfa0583641c0df7e45e28f7c58a6f9527d4ae

Observation 1621fa3c-0801-4bb7-9cb4-6c28cf99d526 · outbound

This paper cites Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning.

The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Reference 21

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source=pdf_text observed=2026-08-01T08:57:03.788278Z digest=sha256:99f6d3cf70b371f62c871bac46d6f7daefac4183ad4b3c8402fff0fc3f6d818b

Pith citing papers

No inbound Pith citation observations are available.