Paper Citation Record · LEDGER

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning

As of 15 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.10438.

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

pith.paper-citation-record.v1
2608.10438 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:23:29.217218Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

24 of 24 outbound references displayed

verified exact2
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 76f2a8d0-7311-4f07-8de6-e02187936fd2 · outbound

This paper cites Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.878872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c38ed39a-a2c5-4f8e-a94c-78b749e7f1f1 · outbound

This paper cites Structured Denoising Diffusion Models in Discrete State-Spaces.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Structured Denoising Diffusion Models in Discrete State-Spaces

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.926286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a128907-77cc-4b96-a07a-3bb634e2a687 · outbound

This paper cites Asynchronous Tool Usage for Real-Time Agents.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Asynchronous Tool Usage for Real-Time Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.932844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d705d1d-5d21-48e7-bb49-4b1565edb92b · outbound

This paper cites DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.940629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e2013a-3204-4c59-b20a-24c7434ee74c · outbound

This paper cites Continuous Latent Diffusion Language Model.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Continuous Latent Diffusion Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.948604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98159631-94d4-452e-9501-3c9155e6392d · outbound

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

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.955178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce02ede1-68a7-4464-81e9-a962fdc5756b · outbound

This paper cites Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Speculative Interaction Agents: Building Real-Time Agents with Asynchronous I/O and Speculative Tool Calling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.965795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e099bd21-1d29-46d6-a846-810ae609c1e7 · outbound

This paper cites Don’t settle too early: Self-reflective remasking for diffusion language models.arXiv preprint arXiv:2509.23653, 2025.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Don’t settle too early: Self-reflective remasking for diffusion language models.arXiv preprint arXiv:2509.23653, 2025

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.973540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b018587a-1520-4006-889d-d1cfdeed1414 · outbound

This paper cites Planned diffusion.arXiv preprint arXiv:2510.18087, 2025.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Planned diffusion.arXiv preprint arXiv:2510.18087, 2025

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-15T14:23:30.038172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 49d64659-0cc7-48ff-897f-0c2529f2121a · outbound

This paper cites LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.985460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38edfc9c-dbe9-493a-8270-f97919094aef · outbound

This paper cites Diffusion-LM Improves Controllable Text Generation.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Diffusion-LM Improves Controllable Text Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:28.990841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a8d31bf-3556-4859-995c-fe1330882b11 · outbound

This paper cites The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-15T14:23:29.836771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ed4304ab-2d38-462b-a06d-1d864431b705 · outbound

This paper cites Large Language Diffusion Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Large Language Diffusion Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.004453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c343cd-9c7e-470e-a59e-8c46faffb2a3 · outbound

This paper cites Simple and Effective Masked Diffusion Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Simple and Effective Masked Diffusion Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.032427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 035384da-946e-479f-b0a9-b479e3bbffc6 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.076782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fec4889-9f52-4300-bab6-8f3b04272b97 · outbound

This paper cites Tool Calling is Linearly Readable and Steerable in Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Tool Calling is Linearly Readable and Steerable in Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.117256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d2d643-bbdd-4f7e-8fc4-2f1ef93347ee · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning ReAct: Synergizing Reasoning and Acting in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.125276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 744fbf56-aaa2-4cd7-a9dc-85f0857ef5b5 · outbound

This paper cites Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.132491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91593263-dcfe-4acd-b90b-e251311eddf9 · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Dream 7B: Diffusion Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.137604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e42b004-51ab-4c98-a201-2162ecd8a3ba · outbound

This paper cites DLLM-Searcher: Adapting diffusion large language model for search agents.arXiv preprint arXiv:2602.07035, 2026.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning DLLM-Searcher: Adapting diffusion large language model for search agents.arXiv preprint arXiv:2602.07035, 2026

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:23:29.146310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598a555e-85cc-4dab-b834-90c21dd34d35 · outbound

This paper cites an unresolved cited work.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:23:30.564189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b495ac45-0b6a-4de4-a15a-3af7542928d6 · outbound

This paper cites an unresolved cited work.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:23:30.383795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 70453a13-77e8-4956-82a9-fca3762d0e45 · outbound

This paper cites an unresolved cited work.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:23:30.327152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0b25456c-d93a-41bb-906a-04b181099a4b · outbound

This paper cites an unresolved cited work.

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T14:23:30.309058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.