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Paper Citation Record · LEDGER

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.11683.

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

pith.paper-citation-record.v1
2608.11683 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:36:24.546858Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

49 of 49 outbound references displayed

  • verified exact4
  • verified fuzzy17
  • unresolved27
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 62d72789-20c6-46d9-830f-9352913f17d2 · outbound

This paper cites FinanceBench: A New Benchmark for Financial Question Answering.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinanceBench: A New Benchmark for Financial Question Answering

Reference 1

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source=pdf_text observed=2026-08-16T00:36:24.305203Z digest=sha256:f367a92c6b5283bb68ff74126d1cf97d85f3b60a8a0cdb20455c2743d934d648

Observation a70be27a-515e-498d-b078-4e2406c52c2e · outbound

This paper cites FinQA: A 16 dataset of numerical reasoning over financial data.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinQA: A 16 dataset of numerical reasoning over financial data

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.311534Z digest=sha256:75ba0914c096a5346d92404cf6d2c1faa25e5ba0958306e85d4d7217d8f22bb4

Observation 1c92bb48-fbe5-4756-88b4-f40327ddb712 · outbound

This paper cites TAT-QA: A question answering benchmark on a hybrid of tabular and textual content in finance.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents TAT-QA: A question answering benchmark on a hybrid of tabular and textual content in finance

Reference 3

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.317897Z digest=sha256:609964c5d38b5a7577891ec57f787e73e8d0fbe1afe288913252e47b5d140227

Observation dadaa822-dae5-49eb-b204-804e17ed3156 · outbound

This paper cites ConvFinQA: Exploring the chain of numerical reasoning in conversational finance question answering.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents ConvFinQA: Exploring the chain of numerical reasoning in conversational finance question answering

Reference 4

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source=pdf_text observed=2026-08-16T00:36:24.329277Z digest=sha256:a9a836293002797339b1f8dd57cbd88103a77793bde21310e4062e471d5dde3c

Observation 3f8b678c-68ec-450b-8071-adaf0b9882e9 · outbound

This paper cites DocFinQA: A long-context financial reasoning dataset.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents DocFinQA: A long-context financial reasoning dataset

Reference 5

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source=pdf_text observed=2026-08-16T00:36:24.333974Z digest=sha256:56457d794bda3d19eeb6db7ea1140e7bdfa8cfa7d08af57f24fe490606aec59a

Observation 8dd12826-a5fd-45a6-9164-8597263e4403 · outbound

This paper cites Fi- nanceReasoning: Benchmarking financial numerical reasoning more credible, comprehensive and challenging.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Fi- nanceReasoning: Benchmarking financial numerical reasoning more credible, comprehensive and challenging

Reference 6

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source=pdf_text observed=2026-08-16T00:36:24.340298Z digest=sha256:18ade940b1abd0bc140081771c4c6645df542270f17135858501ac923e52d51c

Observation 517cc297-cb25-4524-a1dc-0dc7ae6cc41c · outbound

This paper cites FinBen: A holistic financial benchmark for large language models.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinBen: A holistic financial benchmark for large language models

Reference 7

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.351274Z digest=sha256:0936cf84bd1f83675acc1cb382b09822cb97bbbfa14a17a14f332bdd81c27099

Observation 6e1c9ded-c3b3-426e-a50d-63a019514d3b · outbound

This paper cites Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks

Reference 8

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source=pdf_text observed=2026-08-16T00:36:24.361565Z digest=sha256:a2f8bb5511bc989d9c38e38dda46d2ef51e775b305e2d9aabe71baf7a6c4bfd4

Observation 2f7ded2d-5d83-4009-9f49-72de72bee977 · outbound

This paper cites BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents

Reference 9

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source=pdf_text observed=2026-08-16T00:36:24.367740Z digest=sha256:77cadda1071ecb5d7d630eea4ef0f0e105b275d58261f784e5c18d12a1b20fbc

Observation fe9c9a3a-daeb-4989-99b9-cd44368fa99b · outbound

This paper cites Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning

Reference 10

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local_arxiv, observed 2026-08-16T00:36:25.257954Z

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source=pdf_text observed=2026-08-16T00:36:24.372069Z digest=sha256:3c9d7a914487c2cec8da1e25a06a8b41acae2beeec247822009e1f7e8f06ed58

Observation 21bc484c-b7da-47b0-9eaa-fb5a010c5af4 · outbound

This paper cites FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality

Reference 11

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source=pdf_text observed=2026-08-16T00:36:24.380075Z digest=sha256:d8c48c561d08c01c6cd14897983907d55c74a9fdbb173105fc5ef4c7dffd1221

Observation f252e3d2-e0bd-41bb-9289-51341d3e0530 · outbound

This paper cites FinSearchComp: Towardsarealistic,expert-level evaluation of financial search and reasoning, 2025.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinSearchComp: Towardsarealistic,expert-level evaluation of financial search and reasoning, 2025

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.384548Z digest=sha256:34fdddd8d6b6c1b9223f1a12d0284c379523226308619525073e0bda4e11ad0d

Observation 51452b9e-7bc1-4114-95fe-1c5d75643f36 · outbound

This paper cites FinAgentBench: A benchmark dataset for agentic retrieval in financial question answering, 2025.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinAgentBench: A benchmark dataset for agentic retrieval in financial question answering, 2025

Reference 13

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source=pdf_text observed=2026-08-16T00:36:24.388623Z digest=sha256:4cf156542acfe563667e7f4ff2a82ae150e773235d8281f3cb7d12510b52dc65

Observation 78ea16ec-bf23-4772-aff0-d281eb9bbe96 · outbound

This paper cites Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings

Reference 14

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source=pdf_text observed=2026-08-16T00:36:24.392571Z digest=sha256:7b90739d8c6047f256d90d751a4e75d2e2de97c3b5b05a8cc0107b39b564eb4a

Observation 8914c8a1-c595-4fbc-b42d-8e3c1771d18f · outbound

This paper cites FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinGAIA: A Chinese Benchmark for AI Agents in Real-World Financial Domain

Reference 15

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source=pdf_text observed=2026-08-16T00:36:24.396535Z digest=sha256:ef41ba4509d790be7d0a21f08fe32994d95a1808184f77bb96aa52fd88c74f39

Observation 5e435d95-1222-4ddd-bcc1-d65760d095a6 · outbound

This paper cites FORCE-Bench: A Benchmark, Dataset, and Evaluation Harness for Agentic AI in Enterprise Finance.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FORCE-Bench: A Benchmark, Dataset, and Evaluation Harness for Agentic AI in Enterprise Finance

Reference 16

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local_arxiv, observed 2026-08-16T00:36:25.119325Z

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source=pdf_text observed=2026-08-16T00:36:24.401063Z digest=sha256:8d426443ced52109eb65c0bd9d687f4dd6199c1bcc113d84b22a2d19841d9a09

Observation 1e10d500-4df2-423f-bfb9-fa9cb4235844 · outbound

This paper cites Herculean: An Agentic Benchmark for Financial Intelligence.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Herculean: An Agentic Benchmark for Financial Intelligence

Reference 17

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source=pdf_text observed=2026-08-16T00:36:24.407271Z digest=sha256:cf4a502ac5d269304f1b1e04395f3f3efed2cd71733f4952b75c8ed7a5c621c7

Observation aa3ee601-acdf-46cb-a318-fce2d047f323 · outbound

This paper cites FinanceComplexQA: Benchmarking agentic reasoning on industrial-grade financial documents,.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinanceComplexQA: Benchmarking agentic reasoning on industrial-grade financial documents,

Reference 18

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.411780Z digest=sha256:b1db73ad75b181cb3467abf83ed7a2005fbbc908cc55440cc04994e442c99884

Observation 011ac9ba-6644-4cbf-9d78-92086f039467 · outbound

This paper cites A critical evaluation of evaluations forlong-formquestionanswering.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents A critical evaluation of evaluations forlong-formquestionanswering

Reference 19

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source=pdf_text observed=2026-08-16T00:36:24.420695Z digest=sha256:82c3197813562598fb7964a8ec6d970f6fa420dec426ccf72da4cb010775c555

Observation d54a51bb-220c-4c0d-a580-b4585ba0242b · outbound

This paper cites G- Eval: NLG evaluation using GPT-4 with better human alignment.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents G- Eval: NLG evaluation using GPT-4 with better human alignment

Reference 20

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source=pdf_text observed=2026-08-16T00:36:24.428201Z digest=sha256:e58a967e72adc81f8fc52295c5f21b8256add5841426fe0fa6b39229bb68b098

Observation 91438b11-bec1-4e2c-9346-580cab5122e8 · outbound

This paper cites Xing, Hao Zhang, Joseph E.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Xing, Hao Zhang, Joseph E

Reference 21

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.432521Z digest=sha256:46a53fe97ae609ce9cfdd9cf3614ce608918542dad4f13963f06effbf2d2137a

Observation 1a069be5-622b-4473-90ff-fefb93628e80 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 22

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source=pdf_text observed=2026-08-16T00:36:24.436981Z digest=sha256:c767173e9912bfbde301dae51c93f6e77dbd2bb8088b5b4b8a2718da54723017

Observation 0aafdbe2-a928-479f-b7a8-edfc3b5e6b5a · outbound

This paper cites CheckEval: A reliable LLM-as-a-judge framework for evaluating text generation using checklists.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents CheckEval: A reliable LLM-as-a-judge framework for evaluating text generation using checklists

Reference 23

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source=pdf_text observed=2026-08-16T00:36:24.440861Z digest=sha256:b204642822ad36a3a314e9628496358c5f109db4762819949ddeeb276845a378

Observation 352d7a93-3006-434e-93b2-79ec18c7f26b · outbound

This paper cites Hendryx, Brad Kenstler, and Bing Liu.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Hendryx, Brad Kenstler, and Bing Liu

Reference 24

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source=pdf_text observed=2026-08-16T00:36:24.445084Z digest=sha256:8f55a4d13ff3959e0cf262e2d218b1df6e27af2d1bf2e2e7469993c64b089ee9

Observation 81a1f379-0fa2-4d59-8079-7d6f55cd114a · outbound

This paper cites ExpertLongBench: Benchmarking language models on expert-level long-form generation tasks with structured checklists, 2025.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents ExpertLongBench: Benchmarking language models on expert-level long-form generation tasks with structured checklists, 2025

Reference 25

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source=pdf_text observed=2026-08-16T00:36:24.448675Z digest=sha256:ef1b773741990b2f02df481539b728050e5af1cb496c6ba510e73fa37d21a486

Observation 146f0c4e-8ae3-4d47-818a-f8cd47e61535 · outbound

This paper cites URL https://samaya.ai/blog/criteria-eval.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents URL https://samaya.ai/blog/criteria-eval

Reference 26

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source=pdf_text observed=2026-08-16T00:36:24.452406Z digest=sha256:f5cfd96c0e52db16af95c0ed5fde60eaa3682da9d5e804d5b03ddfca4b6389d7

Observation b3ebfd95-e5cc-4d5a-a5db-ad986f4f1956 · outbound

This paper cites FinResearchBench: A logic tree based agent-as-a-judge evaluation framework for financial research agents.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinResearchBench: A logic tree based agent-as-a-judge evaluation framework for financial research agents

Reference 27

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source=pdf_text observed=2026-08-16T00:36:24.456844Z digest=sha256:e639c0e22f644f654ceaa0800c043405696af4dbbf549fb923ef7e42a45bae32

Observation 36ae057f-ed6a-4596-973b-3577feb91c3b · outbound

This paper cites FinDeepResearch: Evaluating deep research agents in rigorous financial analysis, 2025.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinDeepResearch: Evaluating deep research agents in rigorous financial analysis, 2025

Reference 28

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source=pdf_text observed=2026-08-16T00:36:24.461115Z digest=sha256:0252eb02637fe3c08569063daba3d99ab9d7ec349d1464d07745613fb16641f7

Observation c79d4555-b4f4-4830-b6e8-22aa29406d13 · outbound

This paper cites Deep FinResearch Bench: Evaluating AI's Ability to Conduct Professional Financial Investment Research.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Deep FinResearch Bench: Evaluating AI's Ability to Conduct Professional Financial Investment Research

Reference 29

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local_arxiv, observed 2026-08-16T00:36:24.758899Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.468165Z digest=sha256:afde91e1be562349ad0fe6f0da9f63d764f70f93366e42a4f4b65e5040966781

Observation 0bbf55fc-d534-4add-aee2-c746c6efe328 · outbound

This paper cites MBABench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents MBABench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance

Reference 30

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source=pdf_text observed=2026-08-16T00:36:24.473318Z digest=sha256:40a63ddbd5394cf00524c38c8468ed73369826bfb44999eb5b5b8b1742043730

Observation 4f12dbd1-f268-4a84-a9a4-c048687e66a7 · outbound

This paper cites FrontierFinance: A long-horizon computer-use benchmark of real-world financial tasks,.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FrontierFinance: A long-horizon computer-use benchmark of real-world financial tasks,

Reference 31

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.477993Z digest=sha256:ded37cfd61c156349207217d072dcec740357404347aa894cd7527ceb1b2c188

Observation 69b0d3a5-6459-4d00-b8b7-67d41e8a477d · outbound

This paper cites BrowseComp: A simple yet challenging benchmark for browsing agents, 2025.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents BrowseComp: A simple yet challenging benchmark for browsing agents, 2025

Reference 32

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raw_fallback, observed 2026-08-16T00:36:25.449607Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.487708Z digest=sha256:52fcb27ff116319747f739dffddc9383be90446c0c2ae009bb548bfe20ff505c

Observation e8a44e59-8e5f-40a5-add8-141f8b8c2967 · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents GAIA: a benchmark for General AI Assistants

Reference 33

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source=pdf_text observed=2026-08-16T00:36:24.492351Z digest=sha256:0e7fdeb7190a4488f4a0eafa55fe9e19b4e76f8cedc746494a6016972a07917b

Observation 3c9a313f-1234-47d8-b3e4-c7d8efe586fc · outbound

This paper cites BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent

Reference 34

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source=pdf_text observed=2026-08-16T00:36:24.496633Z digest=sha256:8a22579d2fa222884ec0c6f8eb353af66aacd8de8ae16789b6a33710669b964a

Observation 198866e0-b275-45cf-be6d-a6cf2aee4740 · outbound

This paper cites FrontierFinance: A Long-Horizon Computer-Use Benchmark of Real-World Financial Tasks.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FrontierFinance: A Long-Horizon Computer-Use Benchmark of Real-World Financial Tasks

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:36:24.728194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.482867Z digest=sha256:d30446815df1439f61c5fcf0b060d5d74b060c3b39d3baa70fabaaf3490b455e

Observation 4fc12508-0988-4862-a77e-276cfe17f96f · outbound

This paper cites Jordan, Joseph E.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Jordan, Joseph E

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.436549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.507296Z digest=sha256:b3a06fdd23d2040c1440dbd8af627b3313c2b517b3b37d9c1fb0f62f84a2b295

Observation 9bc0403c-0bdb-4693-b80c-54e6b2a531d2 · outbound

This paper cites Manning, and Chelsea Finn.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Manning, and Chelsea Finn

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.424784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.511372Z digest=sha256:dcdeb034e9193ccb20fbe487b10cb437a9d48c2e39229b4cb22860b88fe49644

Observation a853ec74-ed34-4299-8e02-7d451ee72a68 · outbound

This paper cites NegativePoint.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents NegativePoint

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:24.515078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:24.515078Z digest=sha256:bdecb4f2da8ce1925bb818a32d14b29e61989f7b4458caa549efaeb98d3fac09

Observation 770be577-5908-4210-bb5e-b2841022674c · outbound

This paper cites DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:24.501738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:24.501738Z digest=sha256:fbac4c254f24c2039f58f3d7d4cc589504e7a9814483a51caa45f34db398e017

Observation b2e89bb6-a3ac-445c-91da-a0907311cfdc · outbound

This paper cites an unresolved cited work.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:36:25.410049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.520088Z digest=sha256:d6540cf35ff1620f44c4e6d133a80d3767556e349a50ce83fd58b48f785b84b2

Observation 318b670f-c8d5-4b8b-a1f3-1df0708c1009 · outbound

This paper cites This is important for assessing the time understanding of the system.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents This is important for assessing the time understanding of the system

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.394993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.524167Z digest=sha256:a3c0cabb728750f71ba143c74246e5220f010a535163c8809183111f8c7d5a9f

Observation 742e65e8-26a4-4ed3-983d-490444eb9fe9 · outbound

This paper cites an unresolved cited work.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:36:25.378479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.528509Z digest=sha256:e432d9478d1b89a5c9da569d1667b807438818df108313db4d918d03d4e0c85f

Observation b2c7ea00-8969-404a-b099-a7e231e55c54 · outbound

This paper cites All of the input will be clearly marked in XML tags.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents All of the input will be clearly marked in XML tags

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.361613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.533047Z digest=sha256:d81c7ca36c0869559a5c0e6ac1269a5ff48ebc8e658e321199dd1d061e9b7535

Observation a3bab53b-182b-452a-bc83-71b1083aa28f · outbound

This paper cites Even in the case that one rubric seems related to another , you need to give your judgement of whether each rubric is satisfied independently.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents Even in the case that one rubric seems related to another , you need to give your judgement of whether each rubric is satisfied independently

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.345132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.537735Z digest=sha256:d628200bb44d44cd7482e568a9182a1131de4fe775172808b0426ec6666beeff

Observation 15ea5978-c5c8-401c-be27-348e54f9d5d0 · outbound

This paper cites USD 2.1 billion.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents USD 2.1 billion

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.330232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.542072Z digest=sha256:de83a2a46e06db41806fde29c35f3107534786f2d4b2678ac3fe5254f056d5fa

Observation 82d65963-c776-4cb3-8aa0-90189075d21b · outbound

This paper cites 3 ,098 million.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents 3 ,098 million

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:36:25.316221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.546858Z digest=sha256:45634cde977ae93aa0d8132adf4ed825bc921c141b8e4d1703001f4dee0c1e30

Observation 04848c60-9a04-430e-84d6-716fa9fa1b3b · outbound

This paper cites doi: 10.18653/v1/2021.acl-long.254.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents doi: 10.18653/v1/2021.acl-long.254

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:24.324227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:24.324227Z digest=sha256:c503fa5b644cdeef192ec106e02e42e584b69ce6084e020484a831e9cac7aa23

Observation e3aedc8c-65d4-4037-baf5-093d779e99f3 · outbound

This paper cites doi: 10.18653/v1/2025.acl-long.766.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents doi: 10.18653/v1/2025.acl-long.766

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-16T00:36:24.345656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:36:24.345656Z digest=sha256:511e556c976d43f10b1bdf0b641601d23fd1b0434572963b4ab768245cb78a78

Observation 13c8a2ad-54d6-4569-8646-1ab001f86fc8 · outbound

This paper cites FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents.

FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents FinanceComplexQA: Benchmarking Agentic Reasoning on Industrial-grade Financial Documents

Reference 2026

Resolution
verified exact
local_arxiv, observed 2026-08-16T00:36:25.090381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T00:36:24.416145Z digest=sha256:cf923e0e80093bfa180971cc91eca10a5a3fa663701a7896053a9001cf9f0c3b

Pith citing papers

No inbound Pith citation observations are available.