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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 2026-08-08T06:32:00.761636+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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:49.516958Z digest=sha256:4e4f5d51414e393923a7c6a6a7c145257cb7ccd502eb63f1bca8f2b7ce5ff4a0

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:ff6296b4d242d6d608c969797e10b0eec01050f4cac47268b499a41ba0a2ff85

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:a923ffba45691456c84376c4b2ebc50e8497f6f4fd4481e1fe60fdfdf4d9eb74

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:c6a4ba88fc9fdd5404a8b2dfd2c59ad9b97bac444ecf4594c0e96a5e083e0a0c

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:ebe330975167b4171d76973c01416b0dc8e4378ba10f0ee0e7732ea9783c72b0

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:dd3a15b64a445b135a45acf007a793fcebaf08196cb81c0433088245d2e39407

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=sha256:9b2fd6137f12f8dd1bd008c88a07f4b66285f864a70a386b6cb17fb0b33fc848

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.366064Z digest=sha256:718c933dfac6ecc9f38ca1a1b59c483f236d17661dc4bdb6bd22835fef8cc8dd

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.499476Z digest=sha256:bbaf781e427a4c8bf1608cefa45ec0c52c97977a253181f9d95210bcf12d0d8b

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=sha256:653531529a0c36def60db9e27d34750287e7d7a63a26513006e0dfe749ed723a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.668067Z digest=sha256:06c0906fbc0e39f7830ace02aa556e75ab519c286763673afaffad35ea27cfdb

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=sha256:73754035c050df23c3858b9320ecf948783aa33fc7942946b193d3f182af5179

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:f3e1bd087124b7ca795a49f832f3fc1ceede0915a24106b7f0d30ee665c41fa4

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:c29ed38f16d9fba93c3df197ecbffd6387f19881c7fb207aee72d3e7b4ce8525

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=sha256:4a4513fb0cf81282f4f4667d573d5fee1e95f613b1ede61f3077e5df0f1107f9

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=sha256:5fe7aabc8453666de0a6d1ac7659c5a0ff599f76b29b7bd60eb391a88abb6a60

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=sha256:6e0032e432c8789cdbefbae8c2f76b886b4e13710e17da9cbbba9b3be52594e4

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=sha256:9c5740194ba364f1a208e6dd94f6294df7ca6e0ce36659794c7b61ffc2a585e6

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:b5bba5201a32c10042a51bb2e572a6936b0c3cb3451b8fc957e406d57a2a003b

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=sha256:9338dfa8a983929f7cab41ee6cbabcd82058a018a210286ba94e5c28306639d5

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:d19c0628855d945f60a84454d70d21edc54391b0177b6381fa0954ec678ab2b1

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:d465a00c9bee2c5e9a9f28bbaea4e9994724ab91678d3eee1b81014dcabe8559

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:a8d0e1785b8bfc18663d61c594e1fd144bca242022c706c907be12b1c52de309

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:ad8297d011e5f0ae33feb7e9de2f7c61619068ba89d23ed1de1a580459347dde

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=sha256:2867355171ea97c7997dabc530e3b834464328c30f233f777577484b80d0911c

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=sha256:3d33efc6e5ff170ab2f55e25ccf2a6ba4cb031e2808941e991add8970c14a7d1

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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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:53.477986Z digest=sha256:c0588914cc6d57060a7672a230190dcccb4b4b2976f64d2257efac8a454bbf98

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=sha256:34e703d0056b38362e87fb67f87833f241a177bb2e42a5e9d4759f78cd9dfd55

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:d86d077637e77316096a8dfe28759a1cf5c40a8ab0be7fae12f53d9569a99dcb

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=sha256:0a2d60ee3cec5d5429444a677f6ab637e0c2320e9796a89992deae43153025af

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:d30177cf8ee132b727800f14292f7ac4e71edb2a5b52d66215bb1827a799ba25

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:c812160758b088e3588799ecae0ab73dea00e5dd3b9085fd410e8ea8306d8b07

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=sha256:19ba6c513785196c9e6c369ad350430b053d5493e6ff4404ec1634524bad6e44

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.213845Z digest=sha256:c5c5a3bbb1a688564051f7f542cf520bd5518bc3995c44d72a1651213472bf52

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=sha256:09e53cab8ef8cc2b098aa281b2442dca123a869a273b36f9e1e2978a1640f983

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.378959Z digest=sha256:76b1003c53244a789c16d5ac73820bbc590c5587417300e7a4a30a16fad7a015

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:a0696835583df68b7a452e3b3bfcc9912fd0a8ada89612ff12a9463ae396a3dd

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:e2c24020b886bc08f2dc6d78aed9ca90d57509ee56b64e49fccbad35f2233e54

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.749642Z digest=sha256:bb56af4d30bdd2edf32c60e3b4e10194e29ebe92b398111ac2a88ccd46c794d8

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

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source=arxiv_source observed=2026-08-07T13:35:54.902047Z digest=sha256:b78f6671a9777c4b8331fc670d2d91118e57bbfbb180def790516e8850258408

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.984579Z digest=sha256:574700a0581d2ac725980d82c475490222fef876d1170b0b0e76ddb83727b220

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=sha256:1d4649fe4471ec95179846d5a5ee1a4dec6939641809bd087ef16103fab331d3

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.164725Z digest=sha256:6d4975170add1772d67d22f7d11a02ea778aa3e3669e31a6cda1935bfab915d1

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:f8e51db593f7852b3ac408a5e4d2f986ce14a9a11088e3cda47594653deb6c1f

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:55.549474Z digest=sha256:d477c38d02c162d2c4e78d59adf52f8a9528ba24907a0f4aa9dc0457c80863dd

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:b5712d54f49fd01d714468ee2fde858cab97ee169db0e463e568c29570c80869

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:ea19b74699a532e17b43bba78a20e1bee167603368e71c1b865fb6bd1e4db9c4

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=sha256:9b99bbb46db2dfa8167ea889ee0a5be976e532e095cc185917668dcc6ea2eb5a

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=sha256:81279e5437201d4f25dbc7c6160e9a961f833908a76ca2d043881c255f40021c

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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unresolved
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=sha256:6950f109315e629a54e68504c52176d6b0788cc08e6227f9a30b3007ae6f90ba

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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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=sha256:2b35da1ca2cc1e38f3d8c37412d822865e85372ca1a81d5e3bd066794c07cba1

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:d9ede8b1562514a407e8059e62238ae20d166aae8308755cf38de2f1aab4c7fd

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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unresolved
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:df97a149a58af1c466785cfcaf14ee332d3ef1b1eb40151d87652f8a6762f8cf

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=sha256:43cf1746af75c810941da92aea45413433fb76508709ebe0464820007669522a

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:56.471124Z digest=sha256:a6985e1a706f55e82e453e7cc3c6dd14572562575a962557ad6b2d28598d78d8

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=sha256:4ccd281439d1bcf3c77298a82ac25e07cfcc26f4c241493c8296f99a3f1a066c

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=sha256:4de6878d3e6f39537d6649efd25cea41b3b81a8e90e3c21baf8cd08915699fb5

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=sha256:0715f697d9aeb0fe74ec65d6946c2ee68b0309c967606aa12c5bb35bf2eb319f

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=sha256:6fa6514d0e23d6c5f889c448e1d6340ab30bc46404408c54afca1945516b9957

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=sha256:486e192829a2359fdc1e373dac70e3e8347b5ae490781242cb17e94359b51b14

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=sha256:1e26bf586acd6ad91e371e75748f57a5886f722a03bc7180688c67f9b9569594

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=sha256:9043313bb177cd1e96259155065564c61ad9e5890f1a37df2298affe16d76853

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=sha256:65edce7757f2ce7682f2928a8b45bcd5f68c090e51673b9178a7e3a55046b141

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:fdcb631f6361fccd2460fe4094ed5483e9ed187e97c4cbf8e0f4a535bc2954b7

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=sha256:6450973e381a7d335486a12ddc8c746ffb1417b1d822868e5b1171de0a1e7811

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=sha256:3ec6daadf581dcf60013de3087bc0b3623ff0bc263d516435e79aeca2e5d2762

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=sha256:62f7d9d15f263d687a331ecdf35e88aca6ce055121f6e44a8a383531e09ea41d

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=sha256:270f4691040831063cd963c63b5d8ef5ddf4a6d3461e0b0124b793bda0104e8f

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=sha256:0024bef562ed06347f1886f4f2682643f3fd1e3b8b4eb7df1f205ccdda14e0bf

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=sha256:1e50a748223c18d6171266311ca8512eee07af687457c091e5b1dc54f01f398a

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

Resolution
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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.290228Z digest=sha256:3dcc8c73e2fe9a6e462dc8f08d25a178ff31a3cd40197b52924b1a0a9e8e3018

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.452691Z digest=sha256:924697994beaa8850b5805430fa542cfa88826d7a7fd7eb6af53bff589be6653

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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.599077Z digest=sha256:d99a1f00668342e21b87f0be5fabceee50997234539016225267602512b49964

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:fcf47dfeb468266dafa71d7421557b90e99631752662f9a0d9e7f7b42c9f0acd

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=sha256:4963b142a40d87af6a88a0c66945e4e07b4099d7339852587da1ec4e9508716b

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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source=arxiv_source observed=2026-08-07T13:35:58.716129Z digest=sha256:584eee8da4177da9ba5e28f4b6ba827d7db025d6be83bba5889bf97f1870175a

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=sha256:2e2ad476a53f3bd8b21721f7b27ec6977ae8b6c737d5f9820439b9ae61a289a0

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:d23948e0875062f1431c958d48c8018ae0c2692c3b0a24b9b9239e2ddd5b36b6

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=sha256:6558c4ddbb65061d72b75c94a17db7f296ad87d3dc6c7c4b2a4cc59732dc2715

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=sha256:206c6faf490539876fcc3dd26edede083bbeb9a3003a0eb7cc7dacce0268a740

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=sha256:41a27bc7acae68c7a2fabedec384b3708dfd15a6ec600187b62ec05b3acf679c

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:bee30432586572484f073b54aaec8a4c64978df15a63eeff7de29d7d69a160a8

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=sha256:95800ee10aa8869469c4fa5ae174bf72cfa6544447ff6115511f2b77c0775baa

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:bb9eefc6e1731920a91069121794b455048efec3529931ea25c1356c2759726b

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:d5f70eb15ad7ac6ab3eeace99b8007a6c302c3281d320f28d041ff41318b0eed

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:fc9ec9293a795ab20ebf269ab8456d318c3667320bcf93602987922795a3ad6a

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=sha256:1140c52d5df3d0e83cd3080ce043a98e0fa97969b1b1b848faa944202a58fcbf

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=sha256:893ac49b4eaac71e76d38827c2dfe1e4b24fd058854d82f3c61f79675689b0b0

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=sha256:59d712277a10d9ccda298eb1f08e2ba4b6849bde599d03874c5f9b3553a28c95

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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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 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T13:36:00.202843Z digest=sha256:9bebef474e4584033bea4b8e01bce14fdb58b1f08d75149dee5341a40cef73b8

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=sha256:909792b19d45047461ee8df14cad9940ea03cfb1208a6ffc30291001a7874339

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:f331f6e32b34de0dab6d3d713fecaecb9bbe86678df69c6bba85041d9b0c1c07

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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source=arxiv_source observed=2026-08-07T13:36:00.614004Z digest=sha256:3ccf1d4f562ef631273beff1930b405e131908fa64a816ca1b4f289730a39e51

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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source=arxiv_source observed=2026-08-07T13:36:00.743666Z digest=sha256:4b4630faf115288b725d607e4f718196a130d936711b83a90fb31dc980572463

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=sha256:6a1eaefd50adf2b9fe9a67509072f4da2c9f28c23b70c64d1cb21c707364b451

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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source=arxiv_source observed=2026-08-07T13:36:01.055108Z digest=sha256:5a0d5a20ae4a3c569b3090a0334040dd1ee953cdac18a7707e2ca7d255cd4d60

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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source=arxiv_source observed=2026-08-07T13:36:01.116601Z digest=sha256:f379ec832816643fb0f9f4c5dffcff7ab8b701c4ac0cf7900269ef2497e9d070

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=sha256:6d7e6301873dbb33cf09fe0de2a965065098ee7c69d4b8090e8821d85f9a680b

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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source=arxiv_source observed=2026-08-07T13:36:01.346680Z digest=sha256:98fe2b3b229a21b7d7bd1bee94a46e5129b284fb37b5f6fb5a29460c99fd3bf8

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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source=arxiv_source observed=2026-08-07T13:36:01.466244Z digest=sha256:5e0de3819a3dbaead1f8f472a766abe88ed5d52b7f517cbb46a9a7d50b8d427d

Pith citing papers

No inbound Pith citation observations are available.