LeanFlow: A case study in workflow-driven Lean autoformalization. ~ Lazar Milikic, Simon Guilloud, Khanh Nguyen, Viktor Kuncak. arxiv.org/abs/2607.205... #AI4Math #LeanProver #ITP
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
We present and evaluate LeanFlow, an LLM agent system specialized for translating mathematical papers into buildable Lean projects. Recent verifier-in-the-loop systems show that large formal artifacts...
arxiv.org
July 24, 2026 at 11:42 AM
LeanFlow: A case study in workflow-driven Lean autoformalization. ~ Lazar Milikic, Simon Guilloud, Khanh Nguyen, Viktor Kuncak. arxiv.org/abs/2607.205... #AI4Math #LeanProver #ITP
Imbalanced production leads to bottlenecks, idle time, and excess WIP. System-wide efficiency depends on flow alignment.
#ProductionBalance #BottleneckManagement #WorkInProgress #LeanFlow #ManufacturingEfficiency #ArdentMobility #ScaleUpWithArdent #BeyondTheBarcode
#ProductionBalance #BottleneckManagement #WorkInProgress #LeanFlow #ManufacturingEfficiency #ArdentMobility #ScaleUpWithArdent #BeyondTheBarcode
May 28, 2026 at 10:01 AM
Imbalanced production leads to bottlenecks, idle time, and excess WIP. System-wide efficiency depends on flow alignment.
#ProductionBalance #BottleneckManagement #WorkInProgress #LeanFlow #ManufacturingEfficiency #ArdentMobility #ScaleUpWithArdent #BeyondTheBarcode
#ProductionBalance #BottleneckManagement #WorkInProgress #LeanFlow #ManufacturingEfficiency #ArdentMobility #ScaleUpWithArdent #BeyondTheBarcode
LeanFlow revolutionizes formalization by converting papers into Lean projects, achieving efficient LLM output. Its workflow separates editing from proof management, ensuring quality, verifiable results while easing the burden of proof repair. https://arxiv.org/abs/2607.20503
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
ArXiv link for LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
arxiv.org
July 26, 2026 at 8:20 AM
LeanFlow revolutionizes formalization by converting papers into Lean projects, achieving efficient LLM output. Its workflow separates editing from proof management, ensuring quality, verifiable results while easing the burden of proof repair. https://arxiv.org/abs/2607.20503
LeanFlow revamps formalization by converting papers into Lean projects via an efficient workflow enhancing auditability. It merges advanced LLMs with verification, achieving 75.7% on benchmarks while completing proof tasks and ensuring fidelity to source claims. https://arxiv.org/abs/2607.20503
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
ArXiv link for LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
arxiv.org
July 25, 2026 at 8:10 AM
LeanFlow revamps formalization by converting papers into Lean projects via an efficient workflow enhancing auditability. It merges advanced LLMs with verification, achieving 75.7% on benchmarks while completing proof tasks and ensuring fidelity to source claims. https://arxiv.org/abs/2607.20503
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
Lazar Milikic et al.
#arXiv #cs.AI #cs.LG #cs.LO
Lazar Milikic et al.
#arXiv #cs.AI #cs.LG #cs.LO
LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization
We present and evaluate LeanFlow, an LLM agent system specialized for translating mathematical papers into buildable Lean projects. Recent verifier-in-the-loop systems show that large formal artifacts can be produced, but it remains unclear which runtime mechanisms affect completion, auditability, …
arxiv.org
July 24, 2026 at 10:04 PM
Lazar Milikic, Simon Guilloud, Khanh Nguyen, Viktor Kuncak: LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization https://arxiv.org/abs/2607.20503 https://arxiv.org/pdf/2607.20503 https://arxiv.org/html/2607.20503
July 24, 2026 at 6:39 AM
Lazar Milikic, Simon Guilloud, Khanh Nguyen, Viktor Kuncak: LeanFlow: A Case Study in Workflow-Driven Lean Autoformalization https://arxiv.org/abs/2607.20503 https://arxiv.org/pdf/2607.20503 https://arxiv.org/html/2607.20503