Pith. sign in

Paper Citation Record · LEDGER

SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2502.12115.

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

pith.paper-citation-record.v1
2502.12115 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 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 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:44:03.765314Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a5ba6bbc-9077-4998-83dd-07ac62160727 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 79

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.344220Z

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=2026-05-15T02:57:37.873567Z digest=sha256:6b2c73c31673aefe9ff9ff4d63242b8fc4ed3b5686892e771f60e59d7001b446

Observation a6b74a53-9536-4cd8-a366-cf1556a78228 · inbound

Can AI Agents Design and Implement Drug Discovery Pipelines? cites this paper.

Can AI Agents Design and Implement Drug Discovery Pipelines? SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T05:44:03.765314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T05:44:03.765314Z digest=sha256:aa95f903e33084beb5c2a82ee331e6e831dd45a8eb5cd065b33927ad5a444810

Observation 3c734f4e-3634-447f-993a-6cc418df64ba · inbound

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch cites this paper.

WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-15T23:48:26.713619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:48:26.713619Z digest=sha256:eb3e0404da1113deecaac0974a2ec0d3a00b5e21c9924700de61a50617ad4656

Observation 0206d4f7-b3ee-4403-a125-604784d952b9 · inbound

Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults cites this paper.

Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T14:19:29.828949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:19:29.828949Z digest=sha256:7dd753ffff592b236c14d3f2bb6900760f8732579bd0f0d710b7613ac99eb4bc

Observation 2ff36b65-ec3a-4205-b6ec-6d73fc436d05 · inbound

Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents cites this paper.

Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:17:45.190655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:17:45.190655Z digest=sha256:5510a205323f392190189fc3593601f99fef88a484baec55bf46f1020fd0b9a7

Observation 34b13d74-94aa-43d4-ae23-797e0a045e74 · inbound

Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents cites this paper.

Breakpoint: Scalable evaluation of system-level reasoning in LLM code agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-07T12:17:45.122364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:17:45.122364Z digest=sha256:13a9b75db308c14ae96247e1cda91fbf3c719f8e5e93c50465919b9e625c6098

Observation d39a454f-ee62-445b-b7b6-4257d893cb8e · inbound

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs cites this paper.

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T04:40:10.021002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:40:10.021002Z digest=sha256:0d209d83979ad7d68e8d3f73ab611ff8a58c054d95b4985ede9d1d721197bdf0

Observation 26ec7a09-b370-48f0-9712-4585db4ae93d · inbound

Is Your Automated Software Engineer Trustworthy? cites this paper.

Is Your Automated Software Engineer Trustworthy? SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-15T19:06:53.963607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:06:53.963607Z digest=sha256:b9253fb7612578e700d9abfe7ece1aa06822eeba8d3d6f26050dca7fbebea157

Observation 6d5570e0-69c3-463d-bcd0-5dcb2af1dcfe · inbound

Establishing Best Practices for Building Rigorous Agentic Benchmarks cites this paper.

Establishing Best Practices for Building Rigorous Agentic Benchmarks SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T20:24:24.518781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:24:24.518781Z digest=sha256:7f4657b15ec91f9c03340e58b8af9114c2e0d5b59e7a644ce89232f2f217f34c

Observation 4cdfd962-8cc1-4ab7-b7f4-8d22cae11e6c · inbound

Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity cites this paper.

Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:29.993060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:12:29.993060Z digest=sha256:668dccaa8211cb5a0b057ccf22174004ffe9d973a79bfd6fb339677a510ed6c2

Observation 101d67c7-90ed-4ee6-bc40-9a69e5ec42a0 · inbound

Turning the Tide: Repository-based Code Reflection cites this paper.

Turning the Tide: Repository-based Code Reflection SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T17:51:13.869091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T17:51:13.869091Z digest=sha256:03f1085b41a4330dadfdf4b9d84bf1471c781d1a5e29d74fd52d4557ff47f016

Observation 496d3027-bd8f-44ff-9b04-e73f2b41670e · inbound

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? cites this paper.

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T16:54:57.501990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T16:54:57.501990Z digest=sha256:5c4827cb397466c71896e920a000d7ce47ef8454f358b8b46479b33266801a00

Observation a753dfe7-fcee-4787-8a71-66e4f14257e9 · inbound

ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry cites this paper.

ResearcherBench: Evaluating Deep AI Research Systems on the Frontiers of Scientific Inquiry SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T15:17:53.443101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:17:53.443101Z digest=sha256:ade46026c1038bd32404806b71d19f05f6455bc050025305e1eb062b23985564

Observation cd9d2bfb-4a80-4a29-bbdf-71c3e068033b · inbound

Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback cites this paper.

Agentic Program Repair from Test Failures at Scale: A Neuro-symbolic approach with static analysis and test execution feedback SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T14:37:18.064509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:37:18.064509Z digest=sha256:93024f58c97ddba2931d5a89bff558e58985b1793ce21e5fb280cc5c271a8414

Observation 5454447d-8b74-4e86-b0a0-ca3f2baa583f · inbound

Kimi K2: Open Agentic Intelligence cites this paper.

Kimi K2: Open Agentic Intelligence SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-10T17:49:28.025018Z

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=2026-05-10T17:49:27.926646Z digest=sha256:ce664210a6bc032d393eb6c0530bb9146f9a233e19b2c854a75c3c59822847fa

Observation d7cdd977-5080-45f7-85de-9e26eff1379c · inbound

You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation cites this paper.

You Don't Know Until You Click:Automated GUI Testing for Production-Ready Software Evaluation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T17:26:08.140510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T17:26:08.140510Z digest=sha256:069c309099d685edc250329ba92dbdb54db2e70d21eb1b2d711f0a74b672b78c

Observation ccf77523-8846-40e4-8129-72938a672af7 · inbound

Can Vibe Coding Beat Graduate CS Students? An LLM vs. Human Coding Tournament on Market-driven Strategic Planning cites this paper.

Can Vibe Coding Beat Graduate CS Students? An LLM vs. Human Coding Tournament on Market-driven Strategic Planning SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-03T20:17:19.795085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:17:19.795085Z digest=sha256:d902cd06eaddee7752f7e64293adeaf72b2756e221c0fc4d7f9bf31cefe18bd7

Observation 14d2e25f-475b-4faf-8638-c3da831cd489 · inbound

Conversational AI for Rapid Scientific Prototyping: A Case Study on ESA's ELOPE Competition cites this paper.

Conversational AI for Rapid Scientific Prototyping: A Case Study on ESA's ELOPE Competition SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T11:51:58.176857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T11:51:58.176857Z digest=sha256:e4fa0f5aeabb35245b2b20548d2a29a739bdad3110de76f1813a5f239ecbc672

Observation 3a8714b8-e9f1-48e2-adc6-3b4144e67c1a · inbound

SWE-Manager: Selecting and Synthesizing Golden Proposals Before Coding cites this paper.

SWE-Manager: Selecting and Synthesizing Golden Proposals Before Coding SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-03T06:22:25.961014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T06:22:25.961014Z digest=sha256:4b2aec5ffd7000d785a3549d4b282eab26f22ebff9de5b354d50ff8bd2aaf5a4

Observation 4c4c8211-737b-45d0-a8e8-31c266ad200f · inbound

Vibe Code Bench: Evaluating AI Models on End-to-End Web Application Development cites this paper.

Vibe Code Bench: Evaluating AI Models on End-to-End Web Application Development SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-15T16:00:10.174068Z

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=2026-05-15T15:59:29.910200Z digest=sha256:c4c8c4a0a496334ab3428291230ecdc7821d6597c6ad3125e1f579d82f5af27a

Observation 660a3ea2-b219-4467-9689-70a487698a14 · inbound

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

FrontierFinance: A Long-Horizon Computer-Use Benchmark of Real-World Financial Tasks SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:30:49.708132Z

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=arxiv_source observed=2026-05-10T19:49:32.983778Z digest=sha256:25b2634a1eacd29ccf143e02c61de2d8fcbc77fb32a6eabb5c4947904544db93

Observation f6055ae1-9489-40bc-b083-a8db4e8816d9 · inbound

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language Environment Simulation cites this paper.

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language Environment Simulation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:20:58.016292Z

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=2026-05-10T16:43:27.037355Z digest=sha256:2f18e61a9696de388567e864465316a843825bf517664face51f9225d83cddd1

Observation dc8d784a-59d5-44cd-9b1f-69e688f5dc86 · inbound

LLM-Based Automated Diagnosis Of Integration Test Failures At Google cites this paper.

LLM-Based Automated Diagnosis Of Integration Test Failures At Google SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:16:05.479194Z

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=2026-05-10T15:34:23.156175Z digest=sha256:83c4022f6df23b5fce97230c1ba000c3f78b9fb6be58e6135fc934dd02d8b3ae

Observation 71a22244-eceb-480b-8461-4d037b3035dc · inbound

The Conversations Beneath the Code: Triadic Data for Long-Horizon Software Engineering Agents cites this paper.

The Conversations Beneath the Code: Triadic Data for Long-Horizon Software Engineering Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:25:39.748260Z

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=arxiv_source observed=2026-05-08T18:30:21.856024Z digest=sha256:31f6414f7850c9361fea2df7e32566cebfd366074d83f9416c69c00f2effe30e

Observation 7071aed8-7298-4e5c-93c3-3784b563fe1f · inbound

AcademiClaw: When Students Set Challenges for AI Agents cites this paper.

AcademiClaw: When Students Set Challenges for AI Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-09T05:55:29.705806Z

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=arxiv_source observed=2026-05-08T19:24:29.696454Z digest=sha256:c73ae2b11b6d5ad8756be17c3d45920e773eb56d6ab86170e34f23d3dcb1d60d

Observation b407ce87-c629-4d45-95fd-737b068de9df · inbound

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation cites this paper.

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T18:52:35.451569Z

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=arxiv_source observed=2026-05-14T18:51:06.379266Z digest=sha256:60bdf8e2a59d4bfa628e10b686b8b3e62bf0d77dad7098c23652339ca29946bd

Observation af9ad3b7-26e5-4d5c-9a77-29dee722c1d4 · inbound

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation cites this paper.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-06-30T20:55:04.086581Z

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=2026-06-30T20:52:32.567107Z digest=sha256:f8a3050f14d106d3c261963216f2181e0bbbcc2d3529270f7965946f36cfc3b1

Observation 47a658ee-64cd-4f46-ada0-662e770e03b1 · inbound

Design and Report Benchmarks for Knowledge Work cites this paper.

Design and Report Benchmarks for Knowledge Work SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:40:23.430089Z

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=arxiv_source observed=2026-05-25T04:39:14.319133Z digest=sha256:decc6903e62d2532022a1f8db264fecfffb70a3588cb9f06e94aa43846b2cf86

Observation bc0dcc75-0a55-478d-a1e1-19ca33573496 · inbound

Heimdall: Formally Verified Automated Migration of Legacy eBPF Programs to Rust cites this paper.

Heimdall: Formally Verified Automated Migration of Legacy eBPF Programs to Rust SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-06-29T22:04:00.113240Z

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=2026-06-29T22:02:16.597531Z digest=sha256:94ad2658e5331b8d2ab856102e3726895054e74b320eca926e34ca3b08737fa7

Observation 788e3fd8-7784-4d9c-8654-f5a5876aac5c · inbound

I-WebGenBench : Evaluating Interactivity in LLM-Generated Scientific Web Applications cites this paper.

I-WebGenBench : Evaluating Interactivity in LLM-Generated Scientific Web Applications SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-06-28T19:42:36.208715Z

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=2026-06-28T18:53:18.645984Z digest=sha256:049d09108f80a6215896018e022e8ee9741f8e66617a63e002ccbd0aa23f67d6

Observation 83e24279-17fa-47a1-96df-260f4b554c36 · inbound

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

BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-02T03:56:34.717210Z

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=2026-06-28T09:35:28.694416Z digest=sha256:69d4a357e4f3d4d669e08a2a704d0c0e99479ec40f7f493e41465fd8fcbc8403

Observation 4286619e-d06e-4fb4-9612-cba51962a5b8 · inbound

Flaws in the LLM Automation Narrative cites this paper.

Flaws in the LLM Automation Narrative SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-07-03T08:17:45.274923Z

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=2026-06-27T10:52:36.252919Z digest=sha256:a85344b9a1927e27e745cd94047ee87c224457f7603e96fb5993b1db4d72db03

Observation 5c2fe475-9257-493f-8215-224f986e2e60 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 173

Resolution
verified exact
arxiv_id, observed 2026-07-03T05:57:41.403643Z

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=arxiv_source observed=2026-06-27T12:59:51.091008Z digest=sha256:761ff2845286a170354841c93341a135ff9b3d9744b9326543a1cc0dee3f31d7

Observation 1bd7d607-0ded-46e6-86f7-1489561d725d · inbound

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering cites this paper.

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:08:58.864104Z

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=2026-06-26T23:48:58.497927Z digest=sha256:5fd4852a2720e6e0368a079b8c3ca878a1389cbc7d8b886fb1f3dc26e58fde71

Observation 625e5997-b0e3-49ae-92d4-6a5945a8e782 · inbound

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering cites this paper.

Position: Coding Benchmarks Are Misaligned with Agentic Software Engineering SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-02T11:06:02.635550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T11:06:02.635550Z digest=sha256:d548a1b47e6e6c698953a2421261c0837ec4ca41ab9d9a87bb1dc3efaabc6135

Observation 31d6571c-6046-49f9-862a-093355b5b23c · inbound

MirrorCode: AI can rebuild entire programs from behavior alone cites this paper.

MirrorCode: AI can rebuild entire programs from behavior alone SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-30T06:44:19.689849Z

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=2026-06-30T06:35:32.667865Z digest=sha256:933b5b65a92122168c0a5cfeaba0c0c2aba6949d6065dcb4492496cafed7ad2a

Observation 6e229815-c955-460a-99f9-1822e6d0895f · inbound

MirrorCode: AI can rebuild entire programs from behavior alone cites this paper.

MirrorCode: AI can rebuild entire programs from behavior alone SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T09:35:02.364511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T09:35:02.364511Z digest=sha256:e72b5f6ba75f62fa0e1d2882e2a3671148c8467a83196f322b98cf7547fd3004

Observation 2de47f2a-4ae7-4288-8cd6-1cf77e198f5c · inbound

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity cites this paper.

Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 75

Resolution
verified exact
arxiv_id, observed 2026-07-02T19:07:17.133855Z

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=2026-07-02T18:57:46.841456Z digest=sha256:2567918490bac437ab230f8515a5c43ed908eb3fd4d2688e63cdc43ba460a2fa

Observation c595ec45-8b09-4311-835f-dcee2ac25e11 · inbound

Can Coding Agents Implement Missed Compiler Optimizations? Evaluating LLM Agents on LLVM Peephole Optimizations cites this paper.

Can Coding Agents Implement Missed Compiler Optimizations? Evaluating LLM Agents on LLVM Peephole Optimizations SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-12T07:44:29.251570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T07:44:29.251570Z digest=sha256:07d8dc9989002713d2b7c5ca9860f3f6aa413a9b43a3eeb85f4d2fe594ddc986

Observation 2a91c8ff-44f9-45df-8629-a4ac50def758 · inbound

When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation cites this paper.

When Does Restricting a Coding Agent to execute_code Help? A Regime $\times$ Agent-Design Ablation SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-14T10:46:01.272433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T10:46:01.272433Z digest=sha256:e77104a4a2c619a93acc973b8428596573eabe12bca2ba38d0fcc6c8e54f251b

Observation e8662d9f-a520-4e7d-a1b0-f9b044b80802 · inbound

Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents cites this paper.

Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T05:20:14.667222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:20:14.667222Z digest=sha256:e0d3a067d377d2ca7283a7533be27e7efd640bc5ebaebaa942a5ec228193e9f0

Observation 9166c087-402a-4c56-99f9-2ea25e418323 · inbound

Agent Skills Can Be Harmful: An Empirical Study of Skill-Induced Failures in LLM Agents cites this paper.

Agent Skills Can Be Harmful: An Empirical Study of Skill-Induced Failures in LLM Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T00:26:36.926696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:26:36.926696Z digest=sha256:e3e29ad52c06588023a25301ef5fd59d656519a0617253f231ca9932d9d63816