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Paper Citation Record · LEDGER

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents

As of 8 August 2026, this Paper Citation Record lists 100 of 131 outbound references and 0 inbound Pith citation observations for arXiv:2608.06171.

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

pith.paper-citation-record.v1
2608.06171 v1

Coverage vector

measured 100 of 131 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:36:01.466244Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

100 of 131 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved86
  • parse uncertain2
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79cc67f3-fa82-4218-80a6-c51218f01fac · outbound

This paper cites Defeating Nondeterminism in.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Defeating Nondeterminism in

Reference 2

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:49.516958Z digest=sha256:102aaf81ffd4ba26b0895f9a38872845b7b3dc605ca108adda2b1615e48aa09d

Observation 4d7c938e-db7a-49fd-b616-dea74f5f9674 · outbound

This paper cites an unresolved cited work.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Unresolved cited work

Reference 6

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source=arxiv_source observed=2026-08-07T13:35:49.964770Z digest=sha256:663a118a0c08c2911c6b134b33501123087d0965ce2d90a123338fa1c0eb277c

Observation c435f092-810e-41e9-b844-1f079244d2ca · outbound

This paper cites Proposer-Agent-Evaluator (.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Proposer-Agent-Evaluator (

Reference 7

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source=arxiv_source observed=2026-08-07T13:35:50.105756Z digest=sha256:05cc215dd37716c15b5b43c2376d4a39de4e528d9d86d2d2ba0dce6318eb1a0f

Observation f4c3efb5-f3b7-4822-a482-152c7f2dc9df · outbound

This paper cites Magma: A Foundation Model for Multimodal AI Agents.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Magma: A Foundation Model for Multimodal AI Agents

Reference 10

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source=arxiv_source observed=2026-08-07T13:35:50.534738Z digest=sha256:92cc9ae003ef6df31f963bbcbd54a6ef0ae4104a9551d198d8009bee0bc77e52

Observation 8c88b099-b809-400f-ad5a-44ed2f0490cc · outbound

This paper cites Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms

Reference 11

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source=arxiv_source observed=2026-08-07T13:35:50.654515Z digest=sha256:79ba12e0b1c9773c8b4d3f51e690afb0311a0c11dff5db74cce65c7201077fc9

Observation 94b1cf6f-971a-41ee-af0c-5adfa64fda5c · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2022 , pages =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Findings of the Association for Computational Linguistics: ACL 2022 , pages =

Reference 13

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source=arxiv_source observed=2026-08-07T13:35:50.905698Z digest=sha256:5ad43320565287677545bb82afa849cfa49c8176840e432b6c0903d1691d492b

Observation b6783c5b-8edf-420a-a593-38493e8f461a · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 16

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source=arxiv_source observed=2026-08-07T13:35:51.294509Z digest=sha256:4510cc7eb784179c13b9e11ba509e2c7dd3ad59cdc8816375c423e301d9bfe6e

Observation 2e415a60-83d1-4d89-90ba-5c1fab2c16bb · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 17

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doi, observed 2026-08-07T13:40:16.224552Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.366064Z digest=sha256:398bbfd3bb521d0de4ff3902f64d6f2e3b891240333d14f95b4ef0086aef2262

Observation 68048ee2-bd1c-4cd6-9879-76e5bb143d31 · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 18

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doi, observed 2026-08-07T13:40:15.982496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.499476Z digest=sha256:e838038af3b09a35ee289635de74065a1947b53c095b73b7b12433ac6a179c8b

Observation 5c360d19-2ab3-49e0-925d-18f4f45fd3a3 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 19

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source=arxiv_source observed=2026-08-07T13:35:51.570263Z digest=sha256:bcab010515ef2a4edcfe287f2fa28f6e63b50037c6182adc146fe985a386868f

Observation 39ad2dca-d24d-4bca-9cc8-b095225ef9d5 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 20

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doi, observed 2026-08-07T13:40:15.601797Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.668067Z digest=sha256:c97bfd1cbab826ba43723d80d68744be58dbd839bbf22e3b5948607906911f38

Observation 1c65512c-03e5-4208-8cd3-0ad0cb084331 · outbound

This paper cites 2026 , journal=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , journal=

Reference 21

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source=arxiv_source observed=2026-08-07T13:35:51.756288Z digest=sha256:bd9a37f63a13d14f5c4d25712b5eb3a24dceb60a9171f15abb9e5cbcac5cb4e7

Observation 79ae857c-c7bf-4937-978d-127d3f7e20c7 · outbound

This paper cites 2026 , journal =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , journal =

Reference 22

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source=arxiv_source observed=2026-08-07T13:35:51.905494Z digest=sha256:965adbd4f08d77f9971b99fbdd43801850a17944d31c69470f59fff7ef4dedb7

Observation 72836731-785e-4f17-8230-0bacb9b81695 · outbound

This paper cites What's in the Image? A Deep-Dive into the Vision of Vision Language Models.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents What's in the Image? A Deep-Dive into the Vision of Vision Language Models

Reference 23

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source=arxiv_source observed=2026-08-07T13:35:52.051427Z digest=sha256:468a2646443d7a20d6718796eb989492e906e3e52fe2a59825e16d938e80f281

Observation 9466543c-fbbd-4ad1-a60e-5903c493f7d0 · outbound

This paper cites Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs

Reference 24

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source=arxiv_source observed=2026-08-07T13:35:52.145817Z digest=sha256:d7ab05d3f9011f16f17c65670361d49c68f2bf90b22a6686f068a88796a07e72

Observation fd05b233-d9c4-49f8-bf3f-02d57406e694 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , year=

Reference 25

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source=arxiv_source observed=2026-08-07T13:35:52.236668Z digest=sha256:8e3eec616ba9056622312f31b83dafa182866132d4ba29748c4ce1982ece1feb

Observation cf857875-2263-4fa6-b882-4c81d0c57e66 · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 26

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source=arxiv_source observed=2026-08-07T13:35:52.311108Z digest=sha256:125a784265f5f83179f9dda652bc5525f26f30aeb3f203b8813bdd9320b8d042

Observation d7d9b492-c107-4c10-b881-901508241d60 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents International Conference on Machine Learning (ICML) , year=

Reference 27

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source=arxiv_source observed=2026-08-07T13:35:52.466729Z digest=sha256:b25be18b6d606040d9cdb9ff91dd8589ed03d1e94d5d66ac599002475b7d172d

Observation 384a5b50-1856-4c2d-8313-1605c2bbdff1 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents International Conference on Machine Learning (ICML) , year=

Reference 28

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source=arxiv_source observed=2026-08-07T13:35:52.553877Z digest=sha256:3486db298eba9a091d24bbe248b9f3c84381b0019f0878c8068a344ee6b5888e

Observation 43240123-26d2-4638-8321-95467696b441 · outbound

This paper cites Navigating the Digital World as Humans Do: Universal Visual Grounding for.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Navigating the Digital World as Humans Do: Universal Visual Grounding for

Reference 29

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source=arxiv_source observed=2026-08-07T13:35:52.638297Z digest=sha256:7752e49ae5c79b104cae5fe38b56903ac2682b9f4c1834be19fd89d3d78c045a

Observation 68271481-415c-4d35-8d3b-caab11c445c4 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents International Conference on Learning Representations (ICLR) , year=

Reference 30

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source=arxiv_source observed=2026-08-07T13:35:52.750527Z digest=sha256:f46ab4967f990572084ad09680a70983d0cc254d24a4d88238449f0aaea6f17f

Observation 11b3eef8-0399-4439-a208-87f992ce524a · outbound

This paper cites Transactions on Machine Learning Research , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Transactions on Machine Learning Research , year=

Reference 31

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source=arxiv_source observed=2026-08-07T13:35:52.883573Z digest=sha256:8bfb555dd0cff077a5a9f30ee85dbd3b77344745a1b54192c65bcbf6f4c5f432

Observation c0147755-9b56-40a6-810c-464245db5e29 · outbound

This paper cites arXiv preprint arXiv:2510.15955 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2510.15955 , year=

Reference 32

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source=arxiv_source observed=2026-08-07T13:35:53.043124Z digest=sha256:345b8f0efc12181e3e830f1edc64b0a76a1fbe1380989cf5a85231d323848a91

Observation bcca8afe-017a-4e09-a422-175e646a6a3e · outbound

This paper cites AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

Reference 33

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source=arxiv_source observed=2026-08-07T13:35:53.158761Z digest=sha256:f10d44700cc99758db47e9ebd8edaa31d01823723ba6f3625dc3467a727e4118

Observation 81bfc82d-594f-4de0-9e8e-b892b3dd8683 · outbound

This paper cites WebQuest: A Benchmark for Multimodal QA on Web Page Sequences.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WebQuest: A Benchmark for Multimodal QA on Web Page Sequences

Reference 34

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source=arxiv_source observed=2026-08-07T13:35:53.296608Z digest=sha256:10db054707058a5c6a4aeb15d2a941294371c7d507b0db773b181d31399d45f6

Observation abe09265-613b-4aa0-8349-fcf19dfa146a · outbound

This paper cites Large Language Models Empowered Personalized Web Agents.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Large Language Models Empowered Personalized Web Agents

Reference 35

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source=arxiv_source observed=2026-08-07T13:35:53.403585Z digest=sha256:06d48430b465bc0b499ea7d0ac1b58059580c51917db7ed62ee2d80a00354a6e

Observation ea75487a-e01c-48b9-8faa-e694b17ee112 · outbound

This paper cites arXiv preprint arXiv:2510.15974 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2510.15974 , year=

Reference 36

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verified exact
raw_fallback, observed 2026-08-07T13:40:20.810524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:53.477986Z digest=sha256:085a96c3800ea50fdc12ec0e9f71113a7b49cc138e331a456a16dd40f944feeb

Observation ba085163-4add-4a40-9265-76eabe092c83 · outbound

This paper cites WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Reference 37

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source=arxiv_source observed=2026-08-07T13:35:53.563317Z digest=sha256:04a95eb05d4a4dcd410ebfb510122d3fbb717d30d00a8d0e0040ddbd161f07f2

Observation 8cc754f2-28cb-40da-b5ad-77fc4af175b3 · outbound

This paper cites Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems

Reference 38

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source=arxiv_source observed=2026-08-07T13:35:53.690145Z digest=sha256:344ab65366fb3396e9c0ef4ca03b54195d27174fb5c5bf716a5e324cd9dbbeaa

Observation 5fdd9164-b874-47b9-a24f-c9996a8684e3 · outbound

This paper cites ResearchGate Preprint , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents ResearchGate Preprint , year=

Reference 39

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source=arxiv_source observed=2026-08-07T13:35:53.800796Z digest=sha256:7851327221b4b7abe9eba92899f40279685d9d8a9dde1347a80643d75377b2fa

Observation 06046739-4709-4a9d-8538-08b55feb79bf · outbound

This paper cites 2024 , eprint=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2024 , eprint=

Reference 40

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source=arxiv_source observed=2026-08-07T13:35:53.904876Z digest=sha256:ac7e9c536c6f8cb272530f426eef99b882b6d18bf5f5c722fbafade33bb0fd9a

Observation 313f67a1-00cc-4464-bf78-6d0667bac53d · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Advances in Neural Information Processing Systems (NeurIPS) , year=

Reference 41

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source=arxiv_source observed=2026-08-07T13:35:54.024744Z digest=sha256:9e0fe67f2167bca91c56e38284ad3f0e5a5f0d57b708adbbb2c28b7172abc8c0

Observation 4846c6a9-28a4-42ab-86bb-32c342841bae · outbound

This paper cites arXiv preprint arXiv:2603.07024 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2603.07024 , year=

Reference 42

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source=arxiv_source observed=2026-08-07T13:35:54.128285Z digest=sha256:029d8ea05cf14339ba9862ee64076febf9b032f2c820c8384b3aa3c97aa4ced3

Observation 14a0f4f4-b604-4a0b-947d-61237151255f · outbound

This paper cites The Scaffold Effect: How Prompt Framing Drives Apparent Multimodal Gains in Clinical VLM Evaluation.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents The Scaffold Effect: How Prompt Framing Drives Apparent Multimodal Gains in Clinical VLM Evaluation

Reference 43

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local_arxiv, observed 2026-08-07T13:40:20.455025Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.213845Z digest=sha256:1a698a2b307ce1b5640cb07435af9baef01a245232dfcf0a387a42a44fbcc66e

Observation 8bc4fb99-197c-4530-b203-7fbf033e5840 · outbound

This paper cites Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal

Reference 44

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source=arxiv_source observed=2026-08-07T13:35:54.305876Z digest=sha256:51c8b8fcda78295d44b00de62dcdd7ccf9e4c641b581c0619ec17983ef8ef60c

Observation 2601f143-af0e-4e58-9921-baf90f77d498 · outbound

This paper cites Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Decoding by Perturbation: Mitigating MLLM Hallucinations via Dynamic Textual Perturbation

Reference 45

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local_arxiv, observed 2026-08-07T13:40:20.289704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.378959Z digest=sha256:247ad751674dcf54eb283969505e1484b2dfa2eca2e66fe33e4e316bc9b6d76f

Observation 834b9edc-f6f1-4096-a67f-798277a58ad7 · outbound

This paper cites arXiv preprint arXiv:2603.27187 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2603.27187 , year=

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.489757Z digest=sha256:dc197077a1500710cdfef75b12061919b1c5262414ae4960d1a56d7ed6744e5d

Observation a7449d8f-61cd-4f2c-bfce-de50de292a79 · outbound

This paper cites WideSearch: Benchmarking Agentic Broad Info-Seeking.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WideSearch: Benchmarking Agentic Broad Info-Seeking

Reference 47

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no resolver link, observed 2026-08-07T13:35:54.573163Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:35:54.573163Z digest=sha256:8f36e21f2524a82c41bd64e0c865448417191db90c6fe4ce0d22211ce7ce879f

Observation 407852ed-dbe8-4b72-b282-515bf3c32953 · outbound

This paper cites SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Reference 48

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.749642Z digest=sha256:dbe648588172531cc1e422db2a8d516aa2736fb6dcac30b98e7e90d4daa0d360

Observation 8720667e-2fcb-49c3-9790-c5c70185fe8f · outbound

This paper cites ClawSafety: "Safe" LLMs, Unsafe Agents.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents ClawSafety: "Safe" LLMs, Unsafe Agents

Reference 49

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no resolver link, observed 2026-08-07T13:35:54.902047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.902047Z digest=sha256:8e94e4500b122c2a8b7c63306fc68938fcec9afa251ec1033228008da52d2ee8

Observation e0ea58d5-84a9-4a15-806a-a90366ac8381 · outbound

This paper cites Scaling Laws for Native Multimodal Models.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Scaling Laws for Native Multimodal Models

Reference 50

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no resolver link, observed 2026-08-07T13:35:54.984579Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:35:54.984579Z digest=sha256:e0a508cdf245d80dae332141c9a8784075a814c9958835d37cc1034c8402936a

Observation 12b3afca-ad1b-4f1a-9a88-76ab7bef56f7 · outbound

This paper cites International Conference on Machine Learning (ICML) , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents International Conference on Machine Learning (ICML) , year=

Reference 51

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no resolver link, observed 2026-08-07T13:35:55.098097Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:35:55.098097Z digest=sha256:bbbb7a1ad020c09a6a835b6b163fe2a86be6402e72bfa8a29b54dde8cb1f5a35

Observation 26414ef6-1ae7-4490-a6ee-f4b9ebfa25d6 · outbound

This paper cites arXiv preprint arXiv:2512.17875 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2512.17875 , year=

Reference 52

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no resolver link, observed 2026-08-07T13:35:55.164725Z

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source=arxiv_source observed=2026-08-07T13:35:55.164725Z digest=sha256:a7124683f981e196e1b7038094deba65b32b97e1b137af8169aafa10e2b06b14

Observation 84623528-220b-4203-9b42-5518088e46c4 · outbound

This paper cites arXiv preprint arXiv:2601.04073 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2601.04073 , year=

Reference 53

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no resolver link, observed 2026-08-07T13:35:55.316823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.316823Z digest=sha256:a82116fbc56d365b6c8a8bf2908f36ffc562302fff39b08236fbde3f0f31af1a

Observation 149a6449-278d-4ac8-8530-aec4455a8d85 · outbound

This paper cites WebChallenger: A Reliable and Efficient Generalist Web Agent.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WebChallenger: A Reliable and Efficient Generalist Web Agent

Reference 55

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metadata mismatch
local_arxiv, observed 2026-08-07T13:40:19.699107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:55.549474Z digest=sha256:a8fec44b8ee715678718d2fc23646c99f6fd18f0f897d52c21bc631c6faaf8bb

Observation 2df39c1a-59ea-4200-b3eb-774960dfe9fb · outbound

This paper cites arXiv preprint arXiv:2509.16087 , year=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents arXiv preprint arXiv:2509.16087 , year=

Reference 56

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no resolver link, observed 2026-08-07T13:35:55.681256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.681256Z digest=sha256:ea86d0faab1791cbb51600a19be4e0883c4da5b26b85b6f3195d15179d85f95a

Observation 99c23987-391d-4c02-b7e8-ac23c8035cf1 · outbound

This paper cites International Conference on Learning Representations (ICLR) Under Review , annote=.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents International Conference on Learning Representations (ICLR) Under Review , annote=

Reference 57

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unresolved
no resolver link, observed 2026-08-07T13:35:55.800789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.800789Z digest=sha256:e6c3bf2f8fae0a759e61213fd8b26e56ec765da774d4cf03a324db6714adfd10

Observation 879011ac-f434-4ec4-94dd-ce07db079151 · outbound

This paper cites HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models

Reference 58

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no resolver link, observed 2026-08-07T13:35:55.869822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.869822Z digest=sha256:5f141ba3113820fbf5cbee92d2778c1e8c50a96f4451785dde6c753b4cb43196

Observation e91dee9a-f065-41c2-b5cc-1b61574b181e · outbound

This paper cites BLINK: Multimodal Large Language Models Can See but Not Perceive.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents BLINK: Multimodal Large Language Models Can See but Not Perceive

Reference 59

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unresolved
no resolver link, observed 2026-08-07T13:35:55.939147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.939147Z digest=sha256:6bf9276ba3c6a6e86113a3f5b3d3fd75c07c7aa34b7835275fee15cbde540154

Observation 267ab243-6a19-4b0a-b3a6-2ad6deec1d8c · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =

Reference 60

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no resolver link, observed 2026-08-07T13:35:56.037453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.037453Z digest=sha256:3220c26c6d7ff3b7ffaea8185604f32a093f0c1c3e12e751ffbbefb321e83f14

Observation 23ebcfbc-e7af-42da-b8d9-7502865b0162 · outbound

This paper cites Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images

Reference 61

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unresolved
no resolver link, observed 2026-08-07T13:35:56.134358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.134358Z digest=sha256:3971b4f29612bcfe0f3a87302c8a20c7d757d72f2f5870d0b6aa284d05300a69

Observation 17c013b0-0b61-40ac-8c06-04231967e4d0 · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 62

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unresolved
no resolver link, observed 2026-08-07T13:35:56.217480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.217480Z digest=sha256:1d1b6ec72b8a4ebe807c7eb060e8995051e51749b824e7dc76e794154b7b85d5

Observation 0aca2ec7-92d4-4227-9d3c-8081081b773b · outbound

This paper cites 2026 , month = may, eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , month = may, eprint =

Reference 63

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no resolver link, observed 2026-08-07T13:35:56.302073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.302073Z digest=sha256:e442f85d7982f7aecbb8aae93f9d16c10804aa40a537368cfa4cd3de1941c829

Observation 59096dfa-7bbc-45cb-8fdd-9b8857947266 · outbound

This paper cites 2026 , month = may, eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , month = may, eprint =

Reference 64

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unresolved
no resolver link, observed 2026-08-07T13:35:56.386918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.386918Z digest=sha256:d688bf9a2e66fcc89590802c499127ebe4791bd8928d3d80ce15e61260971b88

Observation 5c2c14e8-44af-43b3-a6d9-7c7c65c53364 · outbound

This paper cites Inference Time Causal Probing in LLMs.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Inference Time Causal Probing in LLMs

Reference 65

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:40:19.084749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:56.471124Z digest=sha256:3878180e0698b50dfce20730ea423ed8db6c7f79dc4bccd148e51b74177a1587

Observation c61eb4cc-c6aa-4198-926f-5fcb8869ad90 · outbound

This paper cites 2026 , month = may, eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , month = may, eprint =

Reference 66

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unresolved
no resolver link, observed 2026-08-07T13:35:56.564379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.564379Z digest=sha256:52ec13a78b7d74ae0947066be2ef2bc7cba99b481ee03a14abe7127434c9815b

Observation 079f3159-bb4d-4dfe-b913-4f752d61031a · outbound

This paper cites 2026 , month = may, eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , month = may, eprint =

Reference 67

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unresolved
no resolver link, observed 2026-08-07T13:35:56.683282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.683282Z digest=sha256:1bf07bf5cf77bb0f79518568a46b12188f39cb5f158a9187477038016d69b0ec

Observation 5f79c360-e75a-4e3d-9180-55cff4687249 · outbound

This paper cites an unresolved cited work.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Unresolved cited work

Reference 68

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unresolved
no resolver link, observed 2026-08-07T13:35:56.776444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.776444Z digest=sha256:50f971bca856c585841f80c267bbe4e79b86f181d2ffa624717445a87ad4ab42

Observation 49c077e3-6a53-42b2-980a-1fee73f3792b · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Interpretability in the Wild: a Circuit for Indirect Object Identification in

Reference 69

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unresolved
no resolver link, observed 2026-08-07T13:35:56.876249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.876249Z digest=sha256:dbd5f2a6237229741c3263f472a61a55529bf87adc5ff99bba20ff59159fbd62

Observation 293066be-72c2-4b47-b1a1-b9f15d28ef13 · outbound

This paper cites 2024 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2024 , eprint =

Reference 70

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unresolved
no resolver link, observed 2026-08-07T13:35:56.947847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:56.947847Z digest=sha256:0c072d2970ba7bda712d9db02ac37e4781c41030fd28076e93c80e78f31e21f9

Observation 298a4ca8-ffe2-45c7-8f2e-f503bd1b8487 · outbound

This paper cites Scandinavian Journal of Statistics , volume =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Scandinavian Journal of Statistics , volume =

Reference 71

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unresolved
no resolver link, observed 2026-08-07T13:35:57.083807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.083807Z digest=sha256:02fd315f0a62a4063ec5ed25f2742bb5b27ff32c4266547f94b2d7d606059815

Observation 8222611f-ddba-4273-befc-673dcedf651f · outbound

This paper cites and Steinhardt, Jacob , journal =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents and Steinhardt, Jacob , journal =

Reference 72

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unresolved
no resolver link, observed 2026-08-07T13:35:57.253667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.253667Z digest=sha256:8a3129d6b8c176526acb2f38bcb3bcf17a6288145c89e5771e9d1138920cde04

Observation c334889b-759d-47f6-a7ba-2f475b6d7e6e · outbound

This paper cites an unresolved cited work.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Unresolved cited work

Reference 73

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parse uncertain
no resolver link, observed 2026-08-07T13:35:57.431732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.431732Z digest=sha256:d944385ead9a5ab14c62707084af3851bdfbb214e6e922e82973e69e30baf260

Observation f431c792-4328-43ca-be63-610a0ea4065f · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 74

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unresolved
no resolver link, observed 2026-08-07T13:35:57.574511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.574511Z digest=sha256:dee0f332a7171322f9e138f19cc29ca943fbf1cbdba2ace0d1ac13ade619c73e

Observation 330e5266-184c-4016-bdf7-9b86a468a064 · outbound

This paper cites Cost-Aware Contrastive Routing for.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Cost-Aware Contrastive Routing for

Reference 75

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unresolved
no resolver link, observed 2026-08-07T13:35:57.652945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.652945Z digest=sha256:79b6577a23ee258a7756ba8e70e6f470b8e26df85ce3d0fdd67a3551bdda1889

Observation 99240ee7-9c8b-4553-9dc0-12090d9c771d · outbound

This paper cites Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in

Reference 76

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unresolved
no resolver link, observed 2026-08-07T13:35:57.739001Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.739001Z digest=sha256:4a009958e0a68c6054dee5f9b5800f2ce1c3672000f9a23e879fcca2e99ea775

Observation a585ce40-8123-4569-99ca-691642ec8600 · outbound

This paper cites Understanding GUI Agent Localization Biases through Logit Sharpness.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Understanding GUI Agent Localization Biases through Logit Sharpness

Reference 77

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unresolved
no resolver link, observed 2026-08-07T13:35:57.837360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.837360Z digest=sha256:23166ee6e94cc3f50cb391b73694d95125c15a654ad35000fe255806cd8e899c

Observation 4046cefd-43a1-47c6-8d26-a229ccedc411 · outbound

This paper cites an unresolved cited work.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-08-07T13:35:57.990955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:57.990955Z digest=sha256:591a6460bfd1436537ad191a05c1bfb6db174396c55bd9cd241883448a9bf6f2

Observation 111830b3-de6b-4f61-ae44-439c5c7dcb3f · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 79

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unresolved
no resolver link, observed 2026-08-07T13:35:58.091424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:58.091424Z digest=sha256:81977d7ae9f81a237d7368706788cb602da4a0fbd4c3ac4a525a857fbaa12b21

Observation 139309a0-4b80-4441-9a37-92a75ec8c45c · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 80

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unresolved
no resolver link, observed 2026-08-07T13:35:58.179759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:58.179759Z digest=sha256:0b9775e90a3f0aa5c3e61d12129cf7417737662b51e80b1bef05e01b8c168c4e

Observation d888eeed-0a22-4770-b1b3-04c96d5e94ce · outbound

This paper cites PANDO: Efficient Multimodal AI Agents via Online Skill Distillation.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents PANDO: Efficient Multimodal AI Agents via Online Skill Distillation

Reference 81

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metadata mismatch
local_arxiv, observed 2026-08-07T13:40:18.564242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.290228Z digest=sha256:95cdaba1e587b50e3c772f86e3b5cc1e1277e5a74171f41e6401d183c49b617e

Observation 0677c7e0-4e92-4f32-8cfb-0e53d27960c2 · outbound

This paper cites ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents ReVision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction

Reference 82

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metadata mismatch
local_arxiv, observed 2026-08-07T13:40:18.296455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.452691Z digest=sha256:7964be6f375bce6259fcedec9e3d5a03aab5576cb8227f22a9ea94ac6ac17fe8

Observation 508161d3-6cbe-49e0-85ad-348bf62a0e9d · outbound

This paper cites Dynamic Mixed-Precision Routing for Efficient Multi-step LLM Interaction.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Dynamic Mixed-Precision Routing for Efficient Multi-step LLM Interaction

Reference 83

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verified exact
local_arxiv, observed 2026-08-07T13:40:17.996587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.599077Z digest=sha256:9cca6e73742560ce93d00b6ca3d1bfe18b932544197760a37f490acd21f57c13

Observation 400f7cbb-ecc7-42ce-a75c-30d929900d94 · outbound

This paper cites WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks

Reference 84

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source=arxiv_source observed=2026-08-07T13:35:58.610797Z digest=sha256:4a5fccdab6bd5dcd5c1c3d24ee98b76240474450021178257d7099730cd47416

Observation 78616d69-71ef-4550-b140-067b3a454490 · outbound

This paper cites InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

Reference 85

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source=arxiv_source observed=2026-08-07T13:35:58.629572Z digest=sha256:76b56e7392782885824c721febd2854f91982b0bcefd80a597a658c78caf88a5

Observation 8eeea942-d75d-4a33-88a0-08b99aa9bf2b · outbound

This paper cites 2602.14296 , archivePrefix =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2602.14296 , archivePrefix =

Reference 86

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no resolver link, observed 2026-08-07T13:35:58.716129Z

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source=arxiv_source observed=2026-08-07T13:35:58.716129Z digest=sha256:24ff633b499d57035e5a55a8c52c8faea59ce34c6a66825bc5570a7ada0ab650

Observation 366c7802-f34c-4ca7-8de8-ca6a141fcffe · outbound

This paper cites 2511.20766 , archivePrefix =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2511.20766 , archivePrefix =

Reference 87

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source=arxiv_source observed=2026-08-07T13:35:58.751805Z digest=sha256:ada691add706422546cd85b47c2cbc8210e8287d9b85a9f5eb70023b7e943778

Observation 843e267d-b6c5-4eb5-a689-055782470d9b · outbound

This paper cites MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

Reference 88

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source=arxiv_source observed=2026-08-07T13:35:58.796477Z digest=sha256:07c4e94693b70ae6c98fc510cc74052ef6416ca9fec32dc5bc82765882067f93

Observation aa7e153f-3226-4439-acea-77f65e60477c · outbound

This paper cites On Calibration of Modern Neural Networks.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents On Calibration of Modern Neural Networks

Reference 90

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source=arxiv_source observed=2026-08-07T13:35:58.956147Z digest=sha256:60b22adace9cad2ab12000bf8c26bea23009dca5d77daab8af41720c92e8d450

Observation 4ea627bf-a606-4285-85b6-0c7f625b5071 · outbound

This paper cites Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

Reference 91

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source=arxiv_source observed=2026-08-07T13:35:59.074063Z digest=sha256:144d65e2275b2e7da8f421ae0afee57fb756a250286a9919e70a076eb70acb7c

Observation f1ed9b19-38da-4b25-9342-7c2f1361da05 · outbound

This paper cites 2022 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2022 , eprint =

Reference 92

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source=arxiv_source observed=2026-08-07T13:35:59.146157Z digest=sha256:e6f9315c767bb57568a2b1dfa9f5f5e1bd648bdb91362076eb54994032855aed

Observation a6fcab47-b9a2-4e69-95a9-7dfe5e68f918 · outbound

This paper cites WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

Reference 93

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source=arxiv_source observed=2026-08-07T13:35:59.226554Z digest=sha256:3612de064527fc8f770d2015203a248b3fc6d1cae86716e7e8ea0db5e6e31f2b

Observation a3a0c8ae-e5a6-40f7-bb38-c54bfdec97b1 · outbound

This paper cites Can You Trust Your Model's Uncertainty?.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Can You Trust Your Model's Uncertainty?

Reference 94

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source=arxiv_source observed=2026-08-07T13:35:59.359216Z digest=sha256:a288c235f11a46bfeca7504b9267d761b2b53b236b84e3cffbfcc109786cf10f

Observation 0e7fb997-49db-45ea-b610-4c734d78312e · outbound

This paper cites 2024 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2024 , eprint =

Reference 95

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source=arxiv_source observed=2026-08-07T13:35:59.529125Z digest=sha256:02207d96ba3543b3467b652ea6ad7addc9b3d5b7ac0adba65ca87c52c5801e66

Observation d3bbfb66-1043-4fc6-8e86-d2d8313f11c0 · outbound

This paper cites Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing

Reference 96

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source=arxiv_source observed=2026-08-07T13:35:59.642970Z digest=sha256:a23d7004e6264ce0d9714ac1554262ff51e437368215a7b6ed71049371c95bca

Observation 3cd8ae4b-3666-461f-92fb-405886949f80 · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 97

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source=arxiv_source observed=2026-08-07T13:35:59.800599Z digest=sha256:5de8057dc4867d524f436c73ef9b71a8f4e748c52cf1f70bff883afa2a69c27e

Observation 27aa477d-8dd1-4b9e-b82e-1227d7aa8440 · outbound

This paper cites Energy and Policy Considerations for Deep Learning in.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Energy and Policy Considerations for Deep Learning in

Reference 98

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source=arxiv_source observed=2026-08-07T13:35:59.918006Z digest=sha256:ee1b54c02162f4fb7bb3611821ee950f49ed812d67090a7ae47c6cace92aae68

Observation 35cd0582-6218-44df-af1f-c9ff7afdf5ab · outbound

This paper cites and Borm, George F.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents and Borm, George F

Reference 99

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source=arxiv_source observed=2026-08-07T13:36:00.006880Z digest=sha256:6fc32b254a31fea3e60b7a15ba05b4767766ec910226d95746c4610d3f9f774b

Observation c33eaa0f-bf93-4e22-b346-17ed78a3ce9a · outbound

This paper cites Research Synthesis Methods , volume =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Research Synthesis Methods , volume =

Reference 100

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source=arxiv_source observed=2026-08-07T13:36:00.098324Z digest=sha256:8f98174626b298d60b12c3691838e72e73236ba3837860436b56a2a94c2c6a3a

Observation 0c6e1cd0-8835-4bb2-b587-d76efe4e4b21 · outbound

This paper cites Hartung-Knapp-Sidik-Jonkman approach and its modification for random-effects meta-analysis with few studies.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents Hartung-Knapp-Sidik-Jonkman approach and its modification for random-effects meta-analysis with few studies

Reference 101

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metadata mismatch
local_arxiv, observed 2026-08-07T13:40:17.475117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-08-07T13:36:00.202843Z digest=sha256:86af391ded829ff7863905d7d373866950a62aad5c363cfc8d4f9d9f284388d0

Observation df76ba40-f082-4d76-b90e-c474179bb0f1 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 103

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source=arxiv_source observed=2026-08-07T13:36:00.405263Z digest=sha256:0f0406892e028c87559ec09072418a038f73d4c7f6dc6141a6ff1a53fe276200

Observation 241bc3e6-0bb2-4875-8c28-ec0fa37594fe · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 104

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source=arxiv_source observed=2026-08-07T13:36:00.517210Z digest=sha256:1a646038647e7de0d3985eb44f6b70c313ffa993c47d392df079ee0ec7f3ea5a

Observation 065b7c1b-7bac-45fe-a749-262d38cdbed7 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 105

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no resolver link, observed 2026-08-07T13:36:00.614004Z

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source=arxiv_source observed=2026-08-07T13:36:00.614004Z digest=sha256:02f1a2dc41d3c171f7072fc7dd3a49a3042e80e8887de3dbb983a8db026a53c6

Observation 82d1ee9f-798b-4ff8-802f-dfe43a135cf0 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 106

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no resolver link, observed 2026-08-07T13:36:00.743666Z

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source=arxiv_source observed=2026-08-07T13:36:00.743666Z digest=sha256:d46e9f0250127820a025d18022fada758e885cad51e436319c7f6c92231976ad

Observation 24d0cb92-4578-4cf7-b66e-8f8023ad2f68 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 107

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source=arxiv_source observed=2026-08-07T13:36:00.905294Z digest=sha256:f1e98c5d853150d759108a9f102d28e7890f37e28860d45f6c4b82f642d5e1fc

Observation 05780b6c-245b-439e-93a9-8356fd808826 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 108

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no resolver link, observed 2026-08-07T13:36:01.055108Z

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source=arxiv_source observed=2026-08-07T13:36:01.055108Z digest=sha256:a799c41c78b6bab4555010b25fcb9e888564e9901d8dc70ff8566f8db9161ef3

Observation 8e97c58f-a52a-43d4-8292-1ffab20e91de · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 109

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no resolver link, observed 2026-08-07T13:36:01.116601Z

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source=arxiv_source observed=2026-08-07T13:36:01.116601Z digest=sha256:9d544b3d84dc0f4f6ebef53d3f6a0a2f1453ce8b7bf3914952df07b80e409457

Observation 3e716887-d0a9-4370-991e-b867c40b417c · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 110

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source=arxiv_source observed=2026-08-07T13:36:01.236123Z digest=sha256:ead2cd80dbcb368651c5cb246848f17efe435a4b429fed621a50ed6b60fb6965

Observation 6b85c174-ebb2-457d-9a90-7aeff6629555 · outbound

This paper cites 2026 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2026 , eprint =

Reference 111

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no resolver link, observed 2026-08-07T13:36:01.346680Z

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source=arxiv_source observed=2026-08-07T13:36:01.346680Z digest=sha256:54925332c1d957295850d666eda8caff524333dbb56c3be42a0eef54cc2727b7

Observation c057cb1d-8130-4d51-86dc-9de6f99f2a0d · outbound

This paper cites 2025 , eprint =.

Routing Is Least Learnable Where It Is Most Valuable: Bounds on Representation Routing for Web Agents 2025 , eprint =

Reference 112

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no resolver link, observed 2026-08-07T13:36:01.466244Z

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source=arxiv_source observed=2026-08-07T13:36:01.466244Z digest=sha256:fb9cb4f44d7425e24008d37c29063323dd655c302a4ae065e593e3c9a80c54ce

Pith citing papers

No inbound Pith citation observations are available.