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Andrei Kucharavy

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Safer Code with LLMs: Scala Types Silver Bullet?Scalar 20262026-03-26
Claim: invoking Scala type system features in prompts makes LLM-generated code measurably safer. Methods: prompt experiments with open models (Llama 70B, Code…
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Safe Coding with LLMs - Verifiable Scala Silver BulletScala Days 20252025-08-19
Explores whether LLMs can generate provably safe Scala by asking models to produce implementations plus Stainless specs; finds many models (Code Llama…
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Universal Patterns of EvolutionScala Days 2023 Madrid2023-09-12
Uses the Fitness Landscapes model and extreme-value theory to show why large-code systems (hundreds of features to millions of parameters) hit hard limits…
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