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Paper Citation Record · LEDGER

Simple and Effective Masked Diffusion Language Models

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 68 inbound Pith citation observations for arXiv:2406.07524.

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

pith.paper-citation-record.v1
2406.07524 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 68 of 68 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:55:08.225762Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7e7658b8-5ad6-4b95-98a5-b9ebda3c2b53 · inbound

Diffusion Policy Policy Optimization cites this paper.

Diffusion Policy Policy Optimization Simple and Effective Masked Diffusion Language Models

Reference 83

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arxiv_id, observed 2026-05-16T08:48:14.991270Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T08:48:14.776754Z digest=sha256:0b5908771f1e2c89c2755da9fbdce855c3f33be1b15d00e98d14de1cb4027c7d

Observation f17d9aa9-ed21-4afa-a70f-dc3d4a29416a · inbound

Transformers Can Navigate Mazes With Multi-Step Prediction cites this paper.

Transformers Can Navigate Mazes With Multi-Step Prediction Simple and Effective Masked Diffusion Language Models

Reference 12

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source=pdf_text observed=2026-08-11T20:55:53.752692Z digest=sha256:0c6174ed6b4d0cac4223808ee7fcecb2329172ff5a1711c5497fe97824318f7f

Observation 6e1480fc-c82a-4382-b596-565d6ea6b0af · inbound

Simple Guidance Mechanisms for Discrete Diffusion Models cites this paper.

Simple Guidance Mechanisms for Discrete Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 17

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source=pdf_text observed=2026-08-11T16:23:51.757041Z digest=sha256:74e6a719d34edbff8179d4a5041e1105186f1d898a0289f3ec423057f488a09d

Observation f69cd402-92ef-4d14-9658-0d9c7d1c8b49 · inbound

Dual Diffusion for Unified Image Generation and Understanding cites this paper.

Dual Diffusion for Unified Image Generation and Understanding Simple and Effective Masked Diffusion Language Models

Reference 68

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source=pdf_text observed=2026-08-10T23:02:07.851664Z digest=sha256:5d1f3505a7122a9ddba4f2fe7a357437501dd3f388a74c6b314758ee450a38ca

Observation b6cdf51c-c155-409f-a7f0-b3f7eae768d0 · inbound

Large Language Models to Diffusion Finetuning cites this paper.

Large Language Models to Diffusion Finetuning Simple and Effective Masked Diffusion Language Models

Reference 35

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source=pdf_text observed=2026-08-10T14:01:55.600252Z digest=sha256:e5099f2331ad4f2f84b9e54ab4102ed289b5d3dbc3378a90fb2c60df9ef64ba3

Observation b9f09519-df2b-49eb-b759-fe0dc96910dc · inbound

Latent Thought Models with Variational Bayes Inference-Time Computation cites this paper.

Latent Thought Models with Variational Bayes Inference-Time Computation Simple and Effective Masked Diffusion Language Models

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T15:01:05.218562Z digest=sha256:9b141931e0f83016af25a1436339a31c7274e039017bbfcb44884e3ba80fbddd

Observation 025c07d4-cfa7-459f-8ff5-a347b04b23df · inbound

Enabling Autoregressive Models to Fill In Masked Tokens cites this paper.

Enabling Autoregressive Models to Fill In Masked Tokens Simple and Effective Masked Diffusion Language Models

Reference 37

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source=arxiv_source observed=2026-08-08T17:10:39.816372Z digest=sha256:f429d9fc5485c06502dd392c06253be54e6c63b84a85423437b522e9b7fdfa99

Observation 7e394bad-cd74-4766-abd8-071a11b9f8b1 · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 20

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arxiv_id, observed 2026-05-11T01:42:55.078937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-11T01:42:54.279353Z digest=sha256:2564e04ceb4315de41764c0411c6b1133a6324fa36cff8c18e5cd986da6ca3ee

Observation 23dd60f1-ea3c-4902-bfc3-dba6b27defde · inbound

Diffusion and Flow Matching Models for Tabular Data: A Survey cites this paper.

Diffusion and Flow Matching Models for Tabular Data: A Survey Simple and Effective Masked Diffusion Language Models

Reference 135

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arxiv_id, observed 2026-05-25T08:05:31.300966Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-25T08:00:32.132054Z digest=sha256:d6c45169315d621043be71d9e3e80a0fc6c2db231c964f8b79fc74263bdeb534

Observation e7475394-6ea5-4e0c-9ed7-246eb2dc315c · inbound

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning cites this paper.

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Simple and Effective Masked Diffusion Language Models

Reference 40

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arxiv_id, observed 2026-05-17T03:46:06.181114Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-17T03:46:06.074416Z digest=sha256:e32be8a25aa44543e5d67af7852fb548a6ad72234d30e7369eabe59c95396315

Observation bf2025af-1ef3-46cb-b491-caf6e9cafd3b · inbound

Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models cites this paper.

Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 9

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source=pdf_text observed=2026-08-07T14:57:46.202783Z digest=sha256:e7e29fac5ebfb63db33b71e4977751a35e57bf7582dfea0545c2b827c36974da

Observation ca845ee7-240f-46c5-9962-935a807488eb · inbound

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking cites this paper.

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Simple and Effective Masked Diffusion Language Models

Reference 30

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source=pdf_text observed=2026-08-07T14:01:50.400262Z digest=sha256:a93008f5af7763eb930dc5c121f8f3cd606299f351af3c5511ddb8560003cc63

Observation 645af2e3-e2ec-46da-a821-dc0e671c2e16 · inbound

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding cites this paper.

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Simple and Effective Masked Diffusion Language Models

Reference 27

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arxiv_id, observed 2026-05-16T04:28:02.394605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T04:28:02.231373Z digest=sha256:f87b591ff3617c82fe76a4f2b0d6f3f0986fd003e9edeb78f6ab534eea69d887

Observation e03de873-9d8a-4da0-82e2-211c2a5b2c4e · inbound

Learning Distributions over Permutations and Rankings with Factorized Representations cites this paper.

Learning Distributions over Permutations and Rankings with Factorized Representations Simple and Effective Masked Diffusion Language Models

Reference 32

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source=arxiv_source observed=2026-08-07T12:35:33.520442Z digest=sha256:a7408fe47e13109873e6aa90045840152a8c1fe5a5e509a24f50c69af0ca8ed6

Observation 825c281e-271c-4174-9368-3695d89a34c3 · inbound

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation cites this paper.

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation Simple and Effective Masked Diffusion Language Models

Reference 2012

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no resolver link, observed 2026-08-07T11:58:39.561862Z

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source=pdf_text observed=2026-08-07T11:58:39.561862Z digest=sha256:74d57ca45fe06a09047e8be24a2ef765febbc2cdb41aadec79975a7491899d60

Observation 94f39c7c-3cfd-4e4d-8b3a-a1bb73989b76 · inbound

Mercury: Ultra-Fast Language Models Based on Diffusion cites this paper.

Mercury: Ultra-Fast Language Models Based on Diffusion Simple and Effective Masked Diffusion Language Models

Reference 36

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arxiv_id, observed 2026-05-17T02:05:18.913763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-17T02:05:18.834924Z digest=sha256:075195ee2660b302c5363ac2507cb56ac1e40b59d2b6a180ffe6202b1b87ab55

Observation 6f21aeaf-a294-47c3-a405-6ee61bd6c6d5 · inbound

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models cites this paper.

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models Simple and Effective Masked Diffusion Language Models

Reference 59

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no resolver link, observed 2026-08-06T22:59:48.092282Z

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source=pdf_text observed=2026-08-06T22:59:48.092282Z digest=sha256:ce1d0b032ce04142a752b957083bf4cf83903d4e40038168940ad0ea84f0de1a

Observation f836a96f-dca2-4bc4-ade2-12ddde48a7ac · inbound

Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows cites this paper.

Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows Simple and Effective Masked Diffusion Language Models

Reference 56

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no resolver link, observed 2026-08-06T21:24:25.971758Z

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source=pdf_text observed=2026-08-06T21:24:25.971758Z digest=sha256:53bd076b17b77220825ed66e7d084700f98d6624c251817337eb7d84c9cd0b1a

Observation 85741747-df24-4df4-ac4a-027512121e48 · inbound

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference cites this paper.

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Simple and Effective Masked Diffusion Language Models

Reference 12

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arxiv_id, observed 2026-05-15T16:17:50.277438Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-15T16:17:50.215935Z digest=sha256:4cc6226e7d4d95918c229ad7ce2781491dfdac146bb01210102ed0c5469c51a0

Observation 6d09554b-2502-482e-b774-434738a927a0 · inbound

Masked Diffusion Language Models with Frequency-Informed Training cites this paper.

Masked Diffusion Language Models with Frequency-Informed Training Simple and Effective Masked Diffusion Language Models

Reference 30

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source=arxiv_source observed=2026-08-05T05:46:29.058982Z digest=sha256:5da40091b95a7d354784d62b5eb669bc54429794e33b9ae4780ba6c81e04a7ad

Observation 53b5774c-1e0e-4857-882b-d94dd2a32a3e · inbound

d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation cites this paper.

d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation Simple and Effective Masked Diffusion Language Models

Reference 24

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source=arxiv_source observed=2026-08-15T15:55:08.225762Z digest=sha256:c732110ee91e3921d95dbb91bca60ba49be819bc00086d9a0db2f5ac8c94b895

Observation 77add2a8-dd7f-4c50-99f8-46b66d3c1261 · inbound

CANDI: Hybrid Discrete-Continuous Diffusion Models cites this paper.

CANDI: Hybrid Discrete-Continuous Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 27

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no resolver link, observed 2026-08-04T08:09:20.104913Z

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source=arxiv_source observed=2026-08-04T08:09:20.104913Z digest=sha256:ca66284ce19e6f6ba38c937b2aff809598bbcac35b4720ad7878c0fc77220738

Observation 5f607a64-ecca-47dd-9a61-6e7b14a59aea · inbound

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning cites this paper.

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning Simple and Effective Masked Diffusion Language Models

Reference 16

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source=arxiv_source observed=2026-08-03T10:09:23.437521Z digest=sha256:fab618e864870ef6b384761fa5abb7763b318431aa00808e51bc31da5179c83e

Observation af3e6846-c656-40f9-9513-5a116578cf7e · inbound

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs cites this paper.

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs Simple and Effective Masked Diffusion Language Models

Reference 16

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source=pdf_text observed=2026-08-03T04:07:44.250667Z digest=sha256:1c1ed26a1303a1254dd3f38d575dc96fed3957b694e2fbcecc63b02558b77087

Observation 1d8641fe-b6b7-4cbf-a5f8-11dd94a45ac8 · inbound

Just on Time: Token-Level Early Stopping for Diffusion Language Models cites this paper.

Just on Time: Token-Level Early Stopping for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 19

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source=pdf_text observed=2026-08-04T06:06:07.311408Z digest=sha256:f4764d30b3fd8bd79b709b4c56488eb0c62665fb9f315082a30b6a3b7aab8203

Observation 376da951-d2ca-4f06-b653-19088af84253 · inbound

DODO: Discrete OCR Diffusion Models cites this paper.

DODO: Discrete OCR Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 40

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no resolver link, observed 2026-08-02T22:27:43.047328Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T22:27:43.047328Z digest=sha256:a4cf14cffc39e25e27e5dce151beeb31ea2998799b2b3120fcbd988ef6a884b9

Observation 7a6fd699-bbeb-4839-92a8-01a8bcc705af · inbound

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models cites this paper.

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 30

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arxiv_id, observed 2026-05-16T07:47:33.043748Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-16T07:43:45.415485Z digest=sha256:2345c9b2e9aa202ccf6038c34468ff3175d307330d47cf26425c17552ab38bb6

Observation 337ec6eb-f460-4e56-8bd3-8117051c6061 · inbound

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models cites this paper.

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 9

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arxiv_id, observed 2026-05-13T20:13:12.721492Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-13T20:11:51.361909Z digest=sha256:d7a638b4630a5310a328d9c61ef91ac0360e02c4a2e8e8d89d38d5ba3e37120a

Observation 8975c690-aebd-4e7d-a840-58cc369a5574 · inbound

Unlocking Prompt Infilling Capability for Diffusion Language Models cites this paper.

Unlocking Prompt Infilling Capability for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 20

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arxiv_id, observed 2026-05-13T17:33:02.485281Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-13T17:30:26.052445Z digest=sha256:24859557a73aec107f44a7cd82f17dfc6a81e995e294af9831e3b0f44aefd0d6

Observation fbf1dd2d-6fd4-45f4-9368-3e7c31ff78e0 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Simple and Effective Masked Diffusion Language Models

Reference 8

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arxiv_id, observed 2026-05-11T05:26:00.468465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T18:08:03.771557Z digest=sha256:154ffe672cf2cbea656f1ce20140d1e93f193d958897ce9f78e5358fe52e80ce

Observation 9bc75d63-9e3d-4e08-a58c-919fa4ffac67 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Simple and Effective Masked Diffusion Language Models

Reference 8

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arxiv_id, observed 2026-05-13T01:52:06.504649Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T01:08:01.321456Z digest=sha256:db38a35913cbf99d2a92ecf0daef16eceec7cd1669c12ca2b719c59647c9ac0f

Observation 3e762883-2c14-4d86-990e-f4c2cef32f85 · inbound

Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data cites this paper.

Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data Simple and Effective Masked Diffusion Language Models

Reference 47

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arxiv_id, observed 2026-05-12T09:11:27.297101Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T12:22:43.354047Z digest=sha256:27b91978e1f72a8d103b04ff35636de8f9952e79fc9dbee36c0e2eb22d7ef619

Observation 6f282331-7e40-4c4e-ab5d-142aee60c6c0 · inbound

Simple Self-Conditioning Adaptation for Masked Diffusion Models cites this paper.

Simple Self-Conditioning Adaptation for Masked Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

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arxiv_id, observed 2026-05-11T23:36:34.182244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-07T16:38:22.306140Z digest=sha256:54369bde351e03bd9666425045dd894deb90ee413c41721428864d60e39f733c

Observation a1b856a0-12f8-4f83-97e7-ce0bf6661f4b · inbound

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation cites this paper.

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation Simple and Effective Masked Diffusion Language Models

Reference 5

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arxiv_id, observed 2026-05-11T15:21:07.626351Z

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-09T20:13:03.611260Z digest=sha256:9f61b5059247fb21ca694c590cd3496f3619bf0c4135d94edebf219ea3cabcae

Observation fb1beee9-6c59-435a-9c79-a440ba7d3fb5 · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 17

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verified exact
arxiv_id, observed 2026-05-11T19:01:18.889817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-08T12:52:12.104539Z digest=sha256:96b01fd2707c887cdbce8178e604bea0284553a5ae8dfa4b95b7746a09c9270a

Observation a3ece2b2-6d36-493b-b71d-65636a79bb4c · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 17

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verified exact
arxiv_id, observed 2026-05-12T03:16:19.200772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-12T03:13:32.889304Z digest=sha256:651585271fb882f3331b5168fa36ab61f9008655a14f4a65449f3ae621ec4494

Observation 26ecb060-452b-400c-97c9-e4d9785b17bd · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-13T07:07:27.910844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-13T07:03:00.503644Z digest=sha256:07aa1a7595b07d3f39ad9ceaf2a8e15e95ffbafc411e88fa2808a5a8ec5628ce

Observation 8b6d8462-7b85-4626-92e6-a93f7e4381d1 · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-14T21:19:28.345579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-14T21:06:01.667173Z digest=sha256:3841d0e1a2bc314c82765157d70b42e46f95892e8203004c923c41dc75a90800

Observation f6a312c7-5d03-448c-928d-f50521fb6b4e · inbound

Dynamic Chunking for Diffusion Language Models cites this paper.

Dynamic Chunking for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:43:44.030035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-20T19:40:20.179436Z digest=sha256:58604b281e8bc776ad585a9a90ac2f4f13ecf0bc03f7cde0c65411cfc81cc392

Observation a2ee95fb-6e37-4b8a-bd03-7ed207f32a43 · inbound

Constrained Code Generation with Discrete Diffusion cites this paper.

Constrained Code Generation with Discrete Diffusion Simple and Effective Masked Diffusion Language Models

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-19T21:27:47.919074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-19T21:24:10.211816Z digest=sha256:f9d0638b391ae76dced16a08ccbe2ca031cf5fe58f858ca3f93b5853696fbba6

Observation f718a3eb-ba7e-4514-8909-637627699f68 · inbound

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation cites this paper.

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation Simple and Effective Masked Diffusion Language Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T07:44:03.052418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-21T07:40:36.206754Z digest=sha256:d54ccfd83155f2e8594ac84ee696f2430e6a39d5cb6f801afecebb60c6c4741d

Observation 4fc009e1-9b95-4e88-a396-3012a64748f3 · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-25T06:00:23.316366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-05-25T05:58:38.285214Z digest=sha256:342a4cf579cea9bff570773c7ab21f44403e55788367fb6b3a8b0c35d57d3011

Observation 4fd7d34e-7783-4e21-8d23-fb07aaf76bca · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T17:24:57.480474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T17:19:17.567336Z digest=sha256:450565f4c9308bc1cf61acdc198d253dc1039b557ccb6308b230ee29edb5237d

Observation eebf1119-9747-480b-ae3f-857bd13977be · inbound

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models cites this paper.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T23:14:01.655282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T23:09:32.594194Z digest=sha256:bf0aca4caaec28bd485ec19eb019b2b9c12d1ed63ae2670720918d17c41b949a

Observation 479804a2-b004-409a-b09e-785094991465 · inbound

Fixed-Point Masked Generative Modeling cites this paper.

Fixed-Point Masked Generative Modeling Simple and Effective Masked Diffusion Language Models

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:22:47.184486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-28T23:18:27.050697Z digest=sha256:7d5c35475980c278ee5191fe22244de1f8f558679831a53f3beffb219a7aa8ed

Observation 4e5a750a-d628-462b-b634-03aee9e3e5bf · inbound

DLLM-JEPA: Joint Embedding Predictive Architectures for Masked Diffusion Language Models cites this paper.

DLLM-JEPA: Joint Embedding Predictive Architectures for Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:54:38.442712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T11:48:18.902647Z digest=sha256:4eb7c76b7a0b2500e968778c26e4b8a026cf3072b424232cd4a9a6d917de0bac

Observation d571c021-8d5d-4976-b1aa-f683788dc51d · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion Simple and Effective Masked Diffusion Language Models

Reference 83

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:42:49.866434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-28T23:33:40.937370Z digest=sha256:7820f6475c03d05415a458c415fb2d318b9f7d21f1ed51682b960e03fedf9a98

Observation 693d0253-0ff7-476e-a712-1a392c91fdac · inbound

Continuous Language Diffusion as a Decoder-Interface Problem cites this paper.

Continuous Language Diffusion as a Decoder-Interface Problem Simple and Effective Masked Diffusion Language Models

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T23:07:27.073089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T18:27:10.422343Z digest=sha256:f080f2f70e2da15ca866c70bdc3e2aabd8d640e0a47c9030e36257d29c06517a

Observation 833f8010-d573-4396-9937-0c891845b2f9 · inbound

Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts cites this paper.

Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts Simple and Effective Masked Diffusion Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:18:22.759879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-27T07:07:29.681778Z digest=sha256:41f353f87aa390097c545c9eeea1bb1bdd399ce64a20413a34fa6db637f9fdd5

Observation fd8639bf-3be0-4a36-8de8-093a68267948 · inbound

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models cites this paper.

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:38:19.395803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-27T07:42:45.896118Z digest=sha256:94ff45f6031243b3f31f8f81292479eba7526bb56d6761f1e3ac1f595b8a90ea

Observation 98c4f1b8-529a-4290-9d81-314faed2084d · inbound

Statistical Properties of Training & Generalization cites this paper.

Statistical Properties of Training & Generalization Simple and Effective Masked Diffusion Language Models

Reference 227

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T05:39:40.916716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-26T15:35:51.654392Z digest=sha256:fa7f2fb6ef9e86a33423f52ae7ae931c45896bd5f1561db5a3b1e0a72cd00601

Observation 4b5163f4-d432-4e95-bb68-573822c7eabe · inbound

Statistical Properties of Training & Generalization cites this paper.

Statistical Properties of Training & Generalization Simple and Effective Masked Diffusion Language Models

Reference 227

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T21:57:25.497476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-02T21:51:13.457071Z digest=sha256:3699206ea671a7359248c00cb293912e8ac1d7582abcae85d1b780c89f0f43d3

Observation 166870b6-8dba-4023-8cb8-113f0a4c6995 · inbound

When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs cites this paper.

When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs Simple and Effective Masked Diffusion Language Models

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:19:56.297763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-26T00:49:34.365193Z digest=sha256:d4f9d87469baeb62cd6ef5c9a5e8649b953909eb345837dfa45bc927533c721c

Observation 70326f6d-cb83-4840-9690-eb3be067a684 · inbound

Improved Large Language Diffusion Models cites this paper.

Improved Large Language Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:20:05.648694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-25T21:34:45.620481Z digest=sha256:7a6efdb59485ca45790d2572af23cdc796a42aafb17bedf11b7fcfb46a013e2c

Observation 1499f448-e584-4da8-8c48-ecf88d274e06 · inbound

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models cites this paper.

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models Simple and Effective Masked Diffusion Language Models

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:50:11.443065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-25T20:57:30.765802Z digest=sha256:a6bd9aae01ee5dd4c1f662b07b0e0fd2256fb3fddbe3bc10c4ae7e61bdef72d4

Observation 1602c6ce-f884-487e-a76e-eb27a77d4bee · inbound

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation cites this paper.

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation Simple and Effective Masked Diffusion Language Models

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T17:35:51.719342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-29T03:31:47.800514Z digest=sha256:74ffd0ccb65c6c717c6b66110a4d4244adcd44655ea70f1d49c0ac7b4e39f371

Observation 664843a0-91f0-4660-943d-ca486077a5b8 · inbound

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement cites this paper.

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement Simple and Effective Masked Diffusion Language Models

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T08:04:28.405127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T07:55:28.254309Z digest=sha256:5e0ca3722c1a215c1d955b952eefad73fb870d09af22a71ae56558f054e4b130

Observation 98f2467b-6608-4452-8e32-f9d27781107c · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T08:54:29.520414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-06-30T08:53:31.494892Z digest=sha256:a78723380d4afff3c8d95a7e39c64348351be62e64f6d71519c7ed1d3ebefa07

Observation 63d7cbe4-b64a-4f9d-b3f1-d1988df087b0 · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T07:05:28.310450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-01T07:04:06.161855Z digest=sha256:85d0d187aafef36cbf43362221a6910f61b299f451fa8ec133176bb9607e9cd5

Observation e0e0567f-474b-496f-8214-4fd8768f535a · inbound

Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts cites this paper.

Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts Simple and Effective Masked Diffusion Language Models

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T08:55:35.211499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-01T07:06:36.841168Z digest=sha256:78f290cacff3661e785805309098d86dcf6ca4831de5f5529466c41dcad05173

Observation 9007e85a-1b37-4a2c-bef1-cd5cac56ab35 · inbound

Discrete Diffusion Language Models for Interactive Radiology Report Drafting cites this paper.

Discrete Diffusion Language Models for Interactive Radiology Report Drafting Simple and Effective Masked Diffusion Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:28:54.959376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-07-03T20:20:37.712479Z digest=sha256:9712b49844ad0731b021882376cc51db2bd51b9fb5824bb86db3d2fb27b607e3

Observation 5acc4570-ccbb-4030-a53d-214e89786aab · inbound

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding cites this paper.

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding Simple and Effective Masked Diffusion Language Models

Reference 86

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T17:38:43.612163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=arxiv_source observed=2026-07-03T17:30:39.458521Z digest=sha256:4bbfe29a99aba53e2a2f816a78eecece0dd2ec322871a936fcd9b63ebe4b543c

Observation fbb59ce4-c27f-48af-964b-5f1442dc50a7 · inbound

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization cites this paper.

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization Simple and Effective Masked Diffusion Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-07-12T06:44:20.438683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:44:20.438683Z digest=sha256:1edadca6f9fadfebc83c2f30bba18a62349110fe83b48d6545c540eebf00f784

Observation be15e3de-5b1d-4ad7-b2f4-cb19137472e0 · inbound

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding cites this paper.

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding Simple and Effective Masked Diffusion Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-12T03:56:26.770729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:56:26.770729Z digest=sha256:d64ea05dc910f2b85b5013cc2eeb2c7b7b13fb70790e21f14e828d6bf983c531

Observation c3ad2ba6-56e7-4529-8745-ea4942179243 · inbound

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL cites this paper.

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL Simple and Effective Masked Diffusion Language Models

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-02T14:50:14.671008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:50:14.671008Z digest=sha256:07910d15b90727ebde27d11336fb7118c2be0df63528c07198507f48683fb0f8

Observation fecf4ec4-b578-40a2-9d8a-4126edc89f39 · inbound

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation cites this paper.

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation Simple and Effective Masked Diffusion Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T08:41:04.875834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:41:04.875834Z digest=sha256:4916aba98f045922d88106aa6b34a6d0e30fd822225a051dbc29a24b7ce94fec

Observation eecadad7-0abf-4605-a565-67329b38c3db · inbound

Reducing Pretraining-Generation Mismatch in Diffusion Language Models cites this paper.

Reducing Pretraining-Generation Mismatch in Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T17:41:04.555962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:41:04.555962Z digest=sha256:b0220b308b6373486369494739b92cffbabafd834322eda02c94b73a802116b1

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

Continuous Interaction Diffusion: A Diffusion-Native Runtime for Asynchronous Tool-Augmented Reasoning cites this paper.

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.

source=pdf_text observed=2026-08-15T14:23:29.032427Z digest=sha256:4cb98bdad397cdda19f514f342ebd874d6413af0b2092a42be0d3e23e284c31a