Paper Citation Record · LEDGER

Coding Agents with Multimodal Browsing are Generalist Problem Solvers

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 10 inbound Pith citation observations for arXiv:2506.03011.

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

pith.paper-citation-record.v1
2506.03011 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:15:57.146268Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:17:13.661767Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T08:19:43.949211Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy11
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 610a0e54-fec5-4eec-85f6-9579c76f7b84 · outbound

This paper cites The "think" tool: Enabling claude to stop and think in complex tool use situations.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers The "think" tool: Enabling claude to stop and think in complex tool use situations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:59.350262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation df565b32-0fa3-47a7-86eb-ad67a4f4f4d9 · outbound

This paper cites TapeAgents: a Holistic Framework for Agent Development and Optimization.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers TapeAgents: a Holistic Framework for Agent Development and Optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:54.957144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bfca0bf-077e-468b-a12b-af1439f8e86e · outbound

This paper cites Xu, Siva Reddy, Gra- ham Neubig, Quentin Cappart, Russ Salakhutdinov, and Nicolas Chapados.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Xu, Siva Reddy, Gra- ham Neubig, Quentin Cappart, Russ Salakhutdinov, and Nicolas Chapados

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:59.140430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 743aeb34-89c1-45c3-8742-ef3791b11dcc · outbound

This paper cites Agentless-lite.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Agentless-lite

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.954013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd3e997f-e8ab-40e4-bcfd-2b4ab7057e64 · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:55.262494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c506f17-118b-4fe9-901e-a2f612d0af3a · outbound

This paper cites Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation, 2025.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Owl: Optimized workforce learning for general multi-agent assistance in real-world task automation, 2025

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.780272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29afdb35-8e0b-4a28-89e6-ff827c75ab85 · outbound

This paper cites Brave search api.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Brave search api

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.611930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f3cc6232-2507-47d3-94d7-cff513c8d079 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations, 2024.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:55.657389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d2b7c67-ad83-4807-9663-3cba52fe6d06 · outbound

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:55.785342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b41e79-582f-4210-9e03-d312f5d5ab95 · outbound

This paper cites Gaia: a benchmark for general ai assistants.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Gaia: a benchmark for general ai assistants

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:55.882447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f6b4555-62b5-4d14-a109-509c5e5c1449 · outbound

This paper cites Browser use: Enable ai to control your browser, 2024.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Browser use: Enable ai to control your browser, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:55.977291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20de4230-1b4b-4c15-aa44-d33bb5264a0b · outbound

This paper cites Open-source deepresearch – freeing our search agents, 2025.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Open-source deepresearch – freeing our search agents, 2025

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.484123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b6f320d-0dc5-4bff-8738-29f76004d05e · outbound

This paper cites Tavily search api.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Tavily search api

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.315782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71be1d15-7878-46f3-a5aa-9711b9098f33 · outbound

This paper cites Hopper, and John Langford.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Hopper, and John Langford

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.152065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 13043590-30ee-469c-b114-38ce3f621c64 · outbound

This paper cites Openhands: An open platform for ai software developers as generalist agents.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Openhands: An open platform for ai software developers as generalist agents

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.279275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e54d1961-1b1a-4b1e-815b-b087f8b8ec27 · outbound

This paper cites Agent Workflow Memory.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Agent Workflow Memory

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.378926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17116f86-dd52-47c3-bf7b-45a888ecf964 · outbound

This paper cites Agentless: Demystifying llm-based software engineering agents.arXiv preprint, 2024.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Agentless: Demystifying llm-based software engineering agents.arXiv preprint, 2024

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.464985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14988d5d-0ab9-4b48-9bbf-d8e679eb3298 · outbound

This paper cites Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Osworld: Benchmarking multimodal agents for open-ended tasks in real computer environments, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.527027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da94cd7c-25e0-4aaf-bb77-beba854fcc04 · outbound

This paper cites Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Z.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Xu, Yufan Song, Boxuan Li, Yuxuan Tang, Kritanjali Jain, Mengxue Bao, Zora Z

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:58.004078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a119ac3-b107-4104-bb55-3a5c27ec6724 · outbound

This paper cites Set-of-mark prompting unleashes extraordinary visual grounding in gpt-4v, 2023.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Set-of-mark prompting unleashes extraordinary visual grounding in gpt-4v, 2023

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.673966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1aef10-52f6-43fc-adc9-5312ee95267a · outbound

This paper cites SWE-agent: Agent-computer interfaces enable automated soft- ware engineering.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers SWE-agent: Agent-computer interfaces enable automated soft- ware engineering

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.740185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f6207f-ed97-4620-aa55-3277f911bc21 · outbound

This paper cites SWE-bench multimodal: Do AI systems generalize to visual software domains? In The Thirteenth International Conference on Learning Representations, 2025.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers SWE-bench multimodal: Do AI systems generalize to visual software domains? In The Thirteenth International Conference on Learning Representations, 2025

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:57.800306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60487406-3dbd-4d39-8131-f7a0d77d5c8d · outbound

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

Coding Agents with Multimodal Browsing are Generalist Problem Solvers AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:56.902212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb9b309-4b97-45ca-b486-dbde43b8430b · outbound

This paper cites Multi-swe-bench: A multilingual benchmark for issue resolving, 2025.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Multi-swe-bench: A multilingual benchmark for issue resolving, 2025

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:15:57.521628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b54f4ffa-4b51-42ca-a590-8d37a2fd7e8b · outbound

This paper cites Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers Symbiotic Cooperation for Web Agents: Harnessing Complementary Strengths of Large and Small LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:57.065408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85e8bd69-8225-47e2-9443-9e573dc02f99 · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

Coding Agents with Multimodal Browsing are Generalist Problem Solvers WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T11:15:57.146268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 3002b7de-0c38-4539-9605-725b312aa08e · inbound

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning cites this paper.

MetaAgent: Toward Self-Evolving Agent via Tool Meta-Learning Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T10:17:13.661767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 191a8f97-86b1-4e22-bfb6-e55e6784525b · inbound

How can we assess human-agent interactions? Case studies in software agent design cites this paper.

How can we assess human-agent interactions? Case studies in software agent design Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T10:36:39.304764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30b79760-f7ef-4dc5-87ca-a6cc10f01702 · inbound

From Refusal to Recovery: A Control-Theoretic Approach to Generative AI Guardrails cites this paper.

From Refusal to Recovery: A Control-Theoretic Approach to Generative AI Guardrails Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T20:44:21.925789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 672ab0e4-c0dd-49e8-b4a4-05bb3866867c · inbound

The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents cites this paper.

The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:00:34.730049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33bcd153-7ea3-460b-9e82-c5e0ad5455bc · inbound

SERA: Soft-Verified Efficient Repository Agents cites this paper.

SERA: Soft-Verified Efficient Repository Agents Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T07:17:13.436722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a6ba90-57c1-4dad-91a1-e51dc0ce5476 · inbound

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing cites this paper.

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:47:07.974399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ae567a96-6653-46be-a618-5db6070e3af6 · inbound

LLM Agents Can See Code Repositories cites this paper.

LLM Agents Can See Code Repositories Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T05:30:36.103504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95d7796c-8cdd-49a0-9522-669cc8e7afa8 · inbound

LLM Agents Can See Code Repositories cites this paper.

LLM Agents Can See Code Repositories Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:26.166485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08de5e29-d66c-45fc-a814-f86e250aae1d · inbound

Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents cites this paper.

Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:09:29.352063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5096f176-d1d9-4657-92c4-a0bf2d7b4165 · inbound

A11YRepair: Bridging Web Accessibility Barriers via Knowledge-Enhanced Divide-and-Conquer Repair cites this paper.

A11YRepair: Bridging Web Accessibility Barriers via Knowledge-Enhanced Divide-and-Conquer Repair Coding Agents with Multimodal Browsing are Generalist Problem Solvers

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:19:43.950581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.