RReasonable AI builds AI systems for formal verification of mission-critical software. It blends language models with formal methods to generate, repair, and verify machine-checkable proofs that accompany code, using Verus. They train small, specialized models that can match larger systems in proof accuracy while running faster, and analyze how models fail to prevent cheating. Their goal is to reduce the verification bottleneck from AI-assisted code, enabling engineers to produce software with formal correctness guarantees and machine-checkable proofs for each production line.
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London, United Kingdom
Founded
2025
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Post-training Nemotron 3.5 Super VL for verified software development. By Szilvia Ujváry, Anna Mészáros, Balázs Szilágyi, Pál Czanik, Beatrix Benkő, Craig Hughes, and Ferenc Huszár Formal verification of complex software systems requires more than generating isolated proofs. Models need to interact with verification tools, diagnose failures, and iteratively repair their work. Reasonable built tlaverus-train, a new dataset of agentic proof trajectories derived from TLA+ specifications translated into Verus, alongside tlaverus-60, a challenging evaluation benchmark. In collaboration with NVIDIA, Reasonable used these datasets to fine-tune and evaluate Nemotron(TM) 3.5 Super VL, improving its pass@1 performance by around 30 percentage points to 73.3%. The gains also transfer to unrelated Verus benchmarks, while preserving general knowledge and coding capabilities. Combined with fast inference, its results demonstrate the potential of specialized open-weight models for practical software verification.
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Industries
Company Size
1-10
Company Stage
N/A
Total Funding
N/A
Headquarters
London, United Kingdom
Founded
2025
Find jobs on Simplify and start your career today
Don't see your dream role? Check out thousands of other roles on Simplify.Browse all jobs