Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T05:44:03.765314Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation a5ba6bbc-9077-4998-83dd-07ac62160727 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a6b74a53-9536-4cd8-a366-cf1556a78228 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c734f4e-3634-447f-993a-6cc418df64ba · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0206d4f7-b3ee-4403-a125-604784d952b9 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ff36b65-ec3a-4205-b6ec-6d73fc436d05 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34b13d74-94aa-43d4-ae23-797e0a045e74 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d39a454f-ee62-445b-b7b6-4257d893cb8e · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26ec7a09-b370-48f0-9712-4585db4ae93d · inbound
Is Your Automated Software Engineer Trustworthy? SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d5570e0-69c3-463d-bcd0-5dcb2af1dcfe · inbound
Establishing Best Practices for Building Rigorous Agentic Benchmarks SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cdfd962-8cc1-4ab7-b7f4-8d22cae11e6c · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 101d67c7-90ed-4ee6-bc40-9a69e5ec42a0 · inbound
Turning the Tide: Repository-based Code Reflection SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 496d3027-bd8f-44ff-9b04-e73f2b41670e · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a753dfe7-fcee-4787-8a71-66e4f14257e9 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5454447d-8b74-4e86-b0a0-ca3f2baa583f · inbound
Kimi K2: Open Agentic Intelligence SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d7cdd977-5080-45f7-85de-9e26eff1379c · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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 SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14d2e25f-475b-4faf-8638-c3da831cd489 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a8714b8-e9f1-48e2-adc6-3b4144e67c1a · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c4c8211-737b-45d0-a8e8-31c266ad200f · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 660a3ea2-b219-4467-9689-70a487698a14 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f6055ae1-9489-40bc-b083-a8db4e8816d9 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dc8d784a-59d5-44cd-9b1f-69e688f5dc86 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 71a22244-eceb-480b-8461-4d037b3035dc · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7071aed8-7298-4e5c-93c3-3784b563fe1f · inbound
AcademiClaw: When Students Set Challenges for AI Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b407ce87-c629-4d45-95fd-737b068de9df · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation af9ad3b7-26e5-4d5c-9a77-29dee722c1d4 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 47a658ee-64cd-4f46-ada0-662e770e03b1 · inbound
Design and Report Benchmarks for Knowledge Work SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bc0dcc75-0a55-478d-a1e1-19ca33573496 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 788e3fd8-7784-4d9c-8654-f5a5876aac5c · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 83e24279-17fa-47a1-96df-260f4b554c36 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4286619e-d06e-4fb4-9612-cba51962a5b8 · inbound
Flaws in the LLM Automation Narrative SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c2fe475-9257-493f-8215-224f986e2e60 · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 1bd7d607-0ded-46e6-86f7-1489561d725d · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 625e5997-b0e3-49ae-92d4-6a5945a8e782 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31d6571c-6046-49f9-862a-093355b5b23c · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6e229815-c955-460a-99f9-1822e6d0895f · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2de47f2a-4ae7-4288-8cd6-1cf77e198f5c · inbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c595ec45-8b09-4311-835f-dcee2ac25e11 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a91c8ff-44f9-45df-8629-a4ac50def758 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8662d9f-a520-4e7d-a1b0-f9b044b80802 · inbound
Benchmarking the Benchmarks: Evaluating Benchmarks for Conversational Agents SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering?
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9166c087-402a-4c56-99f9-2ea25e418323 · inbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.