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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 10 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 2026-08-10T06:31:04.303077+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=sha256:57a8930538f66140c16bee6d668cab1a7c89c6ceca417c6ae1f96ef4b1fc3b23

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:cca281417f309528865663304d75771cc010244d11356a6757443de18c0df9f9

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=sha256:949a10dbd860030552c52fad6dfa29ff058a010efd4be3ff41c0f6b279e77d24

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=sha256:0e42475b5e61059e6d5bbfad9236e0329ee0be64217c78beee2157c042922882

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=sha256:640fd901a94fd77a4bb258873a26fb39c0a02a166783a427d1f9ca253c9c2d14

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=sha256:2d75f7b842c74e0628e9d113fe6ac30158d2dde0fe54d8ec37b4a4487b9cfd2c

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=sha256:2aa91f77b0d6418f9ae2ba75f8486c2d760243822200a37e58a84a9fc0684722

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

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.366064Z digest=sha256:77ae716394d76affba674f560f21bafdd3984a26591348061face6cf5615ff81

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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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.499476Z digest=sha256:6ec3a422fccd8f6505cc5f8934c9030508d8cf744dfcbac43fb853b9fb8b34ab

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=sha256:893b57a4c36aa139375430117d4f1b33fde96bdedfb9c00571fb33ef85c34b18

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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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:51.668067Z digest=sha256:b4dee469acb40fb4adc57df44cf1ca0240c16acc9c9b20538430657617cdf46a

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=sha256:13dd002993d8a5d15862320afd701fb64c89fab3b3d6a157d1bbe0ce8a3c468f

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=sha256:7915741818472654a88a4b8696ba87e3a0cf7756e1425c418c109fcb0fa10f1a

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=sha256:320afc85059593c0c8e661f7eeddf52eed87de045eac6354efea2cbab81d93ba

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=sha256:91d2fe73636bf5533f4c48968e466c3b6bf8569c4cefc18aab13c5637b2350e7

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=sha256:4d8f001baa6d7aec977ab7ea72640c7ff018f0ec1c668657182cba8bc1585f28

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=sha256:52d6ca1ed42c484f27db64a82f5bacd1b02fcceccf5fcf5c77e58a9c6e363b8f

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:b1f844e948dd320f99deb32af4146039110a7698813c77119a016e09e7284879

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:dba6dec262829fba160cec460f51d8bfba1e64213a75946f95c67cbeb0d0fd41

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=sha256:94274870b285e7a056d9102948639632c4c766f4a1ca236e4796591921b9e420

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=sha256:3680b5e1a281a0f06a03a069a4a7fc0b340182e335d08a9fbc4dbb5d2b4e9678

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=sha256:70c0e4f578dadbf3ab5add171c96b0d11654bc1b12e2578d1b801fca5d12de63

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=sha256:66f8a8b8e2e8877dfd27eaa69d6481fd0962cc37918218b3198017152a59a5b5

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=sha256:03bac0d4bb338fecbddfebbcfde2971747425ec8ccc705613968353ad5053dc1

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:b3221e4c8305fdd47a901977bc71bbed77b71fefad8b24a12ca829d951cc7337

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=sha256:7c94386652d579ad3326a0159e98cd81a8cec5027ba072e6ce7188714f371d44

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:53.477986Z digest=sha256:358485dbc1763fe921a1d685227036e2a6be950bb6cf950c038599a45ffde89f

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:feb5d7cc10b9d7a4be723058f3b6ba3787e89a864faa1475333880adefe53a3f

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=sha256:5fe4d83619fd24d1d1b176b51397ba5f8a021331682d143b08988311c5fe26e7

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:cfa0e412a8f6a8783e224002a3768986792a43573eded1e96fc6b3ed3caea38d

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:ae6dc2a736acbc005d17428c6875c933060da9dc3c18639b92e9ebd0017ec840

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=sha256:065f1690a6a38faca307b4a72b88630887f7dd235a5e1acf815029b6655ff261

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:fbb75b38da6746e8789de1f0cc2400cf20336665b0cd7f4fa32fcbd5790d3a0d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.213845Z digest=sha256:d2b8e05c0ce8b3e86ed2b4d8fbf62a99b554c6158660fc1cc5788c0694be8cfe

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=sha256:0aa66e7d248bb8eba0b5c5f81fbb0ee391ebbd63046eed2021ced9d0f3ca375e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:54.378959Z digest=sha256:c73f3ad0e8afae4ef7cc6f86807ca3d28c0c7354d899dc03a8ff7f8c8f9400d9

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=sha256:3fcc49b76dc08af11ca0905f40ac9cd510a116de8c8911c8a9d9575368e740bb

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:54.573163Z digest=sha256:2564a263c54e57168c3b6c9f098000c99160ec7a8242b05c3e6208411ba322df

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=sha256:4b5eea2bf7b06320a5bf478a7b3ab364ce473a9dbef6bd9b694fc56e9fd0a9cb

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:c6288753358d5c704f383cdd9a174102c549e350f051e0edf71bb4c67abe0241

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=sha256:8252e84c47a55c7395e22193cf5ad01d0648ba39c186d80bbd656cf40d06ce32

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

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:35:55.098097Z digest=sha256:7ccb5383b246a1e67d0f07c9932675c98075388caf3517a1a56ccee2dd95b34e

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

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source=arxiv_source observed=2026-08-07T13:35:55.164725Z digest=sha256:7a2a972a2af2d58f2a9b0cf0cf5d5cb50cabd2a32bece943968f131e0049257a

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=sha256:28e6cdb82be914a62950996f7623a690ac6ef594d2b32e000a9cbffc86ad7464

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:55.549474Z digest=sha256:3330ac3e847a4d3fa7d0a441361cd99dd4d242331318735c182770798678ff75

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=sha256:899201cb359c03fea220a488b80f974aff071dae95f2cb68e359e2cb7df7687f

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:f3ab39df30ced1efa127f7a2e253d52f0bf361b8d5e0cd92778d30a01bedb99d

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=sha256:19d32d2f532ab6c1a6ff9645ed6a8d4395dbb8f5fb2e2cad60e5c138604d6c69

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=sha256:03bf06ed47f59ef0e5a61316d14368dda16d7c8d7b37635ad627c8e57e0ef6fe

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:f38dae9f6ace22e92ba3485a88c3c0aa9eedad515b29cbc02168f2be1bdded78

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:ec5066a27c36605e5c89fb1d861120913e0428cf8228896df47321420f3785bb

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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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=sha256:242b6ec928cb334d51b7edeea909acc0f638a2636d0f10afd98cbedc82d30d2b

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=sha256:13162b0852ab2d1f7678fac5f2fc5e0dee1f67b427435d6ba661f99bcae7624e

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=sha256:7a88933fe3644ec7e6058188b9ed192c7e88bfc2696cae6c4891acc57dd6f8c3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:56.471124Z digest=sha256:8e749a1c9bd7b809a6cbb516b9135e88a6e81fdca551b4d323b98ce0b50da8d6

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:f95b223224719a09d04bb9cf479ece5466904a52d711faa6d94694bc8e2ace80

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=sha256:94f22d056aa565c84f3c300b7856f1bd7b65f805c8ee87dfa6b7556e93c7fe52

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:caa758ee043b49b5922c3ccfadd66ca4b1281660059fc44e651bc4841baba9bc

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:ae432a6230cc924e23a72244277c1ce6350e31462235895c7ad3b40d8f0b4602

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=sha256:95ac19e8a0ddefbd55733d2ae8203bc858235fa3d7e0a7f2781338ac5b5fe1ec

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:b6f60df534bf47b0a5026867a32b1a61b1c157939d74da0f543f2fdf6a53a13b

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:a487d11f3ba81a6362995f74998b0716a9a0abb46cd93f24797976e53a91c9ca

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=sha256:3032b0020883a3cb96ca0f5d00503ba154c2965b6b7e715256b81c36c889f825

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=sha256:496dcd5587c4c4643f21a87d34e03f1f224c5061c6b477e691b30bd592134d6f

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=sha256:40eeea62e9985d7c10044e05b14e75c239be6dff29e5d13c80c16e8991dff191

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=sha256:9ed6d513fcf0a2fbc200f090ca49a9302127c77a96acd592d82782528ed27571

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:d4e341bb30a055bc1ef9e6cb0ca40ff9a05a020f840e2fe9b22ae72127d5a36f

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=sha256:12cfe69dd385d6f08b4eeaefa0ab74dbbdf0a5e4442910e32ef7bdf43028de46

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=sha256:6f5d19f9271cc6acd46dc4b2254aa18eff45816154d4c6b62e5e881d2d00f43d

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=sha256:137ae8247278f2ff4644421bd1b5f0ce8c7b9e2029c91fd36b8b582c305bce20

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.290228Z digest=sha256:8adb93815c2fa5b4c22c82cdce366688992e856091c71122a834dc74b8a355e6

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.452691Z digest=sha256:b9b4def232afa7866ccae90ca21eb013f617b70b34cc63c206487993b239e016

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:35:58.599077Z digest=sha256:a58270cadb651a720a493a4239d4407b501a49be22cef8bcd3befec751236a8d

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=sha256:85135efc93dff63c6ca154d0167c7e2b2c21310881a2af321691badc889a502c

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=sha256:7fe4d593ce243778dfe242246375dd38b3fe4a5a985028c3aa3dbf8f369b30bd

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:35:58.716129Z digest=sha256:30b4323d847589a046bc6f00eff3b47bb88ce34e6c073eca539e671695b166fd

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=sha256:382eeb164cfe388b9ddfe20aba322311d3467894870dd0357fa485f19e88fb71

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:ccb33142ca55aed95496a0a08393ae393952db1ac66310eeb81f676a0a098c26

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=sha256:59b560c97115c0f4fd3b39c831638b14aebc78cfec639a9d4f38f33a298e7e58

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:ed267a84a4b300d3f51c5d260712554d7531849fbc09af6fb6f5e07518ddc9c1

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=sha256:58eb753a95bbbe1487900e3ae31d4525c87c99ed99f8bb00becf330f9ed80166

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:f66d1fc929f82c21c93c044b74d22fd3ed44fbac706857b0a793c02811a98c77

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=sha256:32d5cf4339ebd2a57ba795f0b3814c4121bd26443a21b74a3f181879fa5c740d

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:e8127bd3609e67c2cda8d94d5e987f84032ee4b7c8966ebe3218092c83a56179

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=sha256:6789ec9edf894941052979bfe8e0ba4910b97dffd2816666ce09e3badc2b1125

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=sha256:5c7b2d51837b80eef0b43137d012a00576001cc3b31109aec3e03dfe9ce5c2f8

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=sha256:3e1627024b28aaa0faf74f9f43d2e478dd326742f15cff9467e9553c0157a7eb

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=sha256:916336c67093f6a4c5b340aec3771e25b35821a140edf0f7d97c5f4ff22cd6be

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:e923016beea246c557d939d3327ae3386f9f2be5054f94dbbf376698056ff169

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-07T13:36:00.202843Z digest=sha256:b37b15ab93ab2f4db43312081e18f5f1f1fce858a84bd8bf7dd91755e51ad0d2

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=sha256:44612ec2a99d95ae00c52e4ed4cd03d87519a234e577309ecbc4093aa1aa8059

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=sha256:238e789b9eafeb06e5ac10fe8cd58967ef107e7e040b0a3ac83ba337b702ad43

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

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-07T13:36:00.614004Z digest=sha256:382e5cadc30ab90bbe12d39102dd59f1bd89d2e13f1aa3fb05b1b730425e9a67

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:36:00.743666Z digest=sha256:58b9cf81023cd98aaf4942171ce64f3c2bcd23c28d21a931fdd361aac912d2b6

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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no resolver link, observed 2026-08-07T13:36:00.905294Z

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source=arxiv_source observed=2026-08-07T13:36:00.905294Z digest=sha256:9b52aecd5d9b0b5c84fa1256f00247601a1fae6e0ec3548d7ab2f70293488fdf

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=sha256:56a5361bf58e5f1590fb523d0633e801f67899fa8aa09f7e895bd39805dc43b8

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:de9e7f7fe9f7cd4cec2e882eafa2aae7aac294162c3379d442b36ea326fbf5e9

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=sha256:97ec4d4d919f085a84a1b8a3bc2a25c3bcfc2d313ae9dbb47396b583ebbfbd10

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=sha256:63f8aef9a3ba8bb44a7e46c1ce1dcde89321bf32b911e8c1529637fec2b9f742

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=sha256:5125e499b6486e7709e709290921ff094b8d0b19247b41d20e2c458518c372b2

Pith citing papers

No inbound Pith citation observations are available.