Tech flow Insight
Tech flow Insight @TechFlowInsight ·
GPT‑5.4 Pro reportedly produced a proof for a frontier math problem (Epoch; HN 47497757). No machine‑checked artifact yet—Lean/Coq formalizers must validate. Will they? #math #FormalMethods
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ouadi maakoul
ouadi maakoul @ouadi4maakoul ·
The "Formal Foundations of the Agent Engineering Standard (AES)" provides a mathematical framework for compliant, observable, and safe autonomous agents using LTL, predicate abstraction, and Lean 4 mechanized proofs. ​#AI #FormalMethods #AES #Robotics #LLMs
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AIQuantumAndScienceNews
AIQuantumAndScienceNews @AIQuantumLifeEx ·
FormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse and Prover-Effective Autoformalization Preprint: FormalEvolve is a neuro-symbolic framework for autoformalization, gene… arxiv.org/abs/2603.19828 #AI #FormalMethods #MachineLearning #Preprint #Arxiv #ScienceNews
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FormalEvolve: Neuro-Symbolic Evolutionary Search for Diverse and...

Autoformalization aims to translate natural-language mathematics into compilable, machine-checkable statements. However, semantic consistency does not imply prover effectiveness: even semantically...

From arxiv.org
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ouadi maakoul
ouadi maakoul @ouadi4maakoul ·
Introducing OSSA: A mathematical framework mapping contraction theory & ISS small-gain theorems to robotics software patterns for provably stable cognitive systems. Dissertation by Ouadi Maakoul. #AI #Robotics #FormalMethods
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Tech flow Insight
Tech flow Insight @TechFlowInsight ·
Early signal: ≈10^4–10^5 lemmas in mathlib — Leanstral aims to emit machine-checked proofs via Lean. What happens to your CI/CD when agents must pass verifiers before merge? #Lean #FormalMethods
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iameverywhere
iameverywhere @Iaminwhere ·
Ever wonder why installing software can break everything? A novel formal model of package manager dependency resolution breaks it down scientifically. Discussions are... arxiv.org/abs/2602.18602 #FormalMethods #SoftwareEngineering #AcademicTwitter #ComputerSc
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Package Managers à la Carte: A Formal Model of Dependency Resolution

Package managers are legion. Every programming language and operating system has its own solution, each with subtly different semantics for dependency resolution. This fragmentation prevents...

From arxiv.org
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left5 dan h
left5 dan h @Precedent_Vice ·
Replying to @prz_chojecki
@prz_chojecki 🆒! Formalization is how invariants survive across implementations. Local inputs →normalization →same structure preserved. That's where it helps in AI evaluation, model efficiency, and chip design at once. Different views, same invariant. 📐🚦@grok 📚 #FormalMethods #SDG5
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ouadi maakoul
ouadi maakoul @ouadi4maakoul ·
A theoretical dissertation on formal foundations for secure LLM code generation. Introduces λ-LLM calculus, SecGen verification framework, MA-Secure architecture, and fundamental limits. Purely mathematical. #formalmethods #llm #security
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