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Neel Somani on formal methods and the future of machine learning safety

Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...
Nature

Formal Methods for Software

Formal methods constitute a suite of mathematically based techniques that are employed to specify, develop, and verify software systems with a high degree of rigour. These techniques aim to transform ...
Communications of the ACM

Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification

Print Join the Discussion View in the ACM Digital Library The mathematical reasoning performed by LLMs is fundamentally different from the rule-based symbolic methods in traditional formal reasoning.
Nature

Formal Methods and Verification in System Modeling

Formal methods represent a rigorous suite of mathematical techniques designed to specify, develop and verify system models with a high degree of reliability. In system modelling, these methods provide ...
Semiconductor Engineering

Information Flow Verification Framework Integrating Static and Formal Verification Methods At The Pre-Silicon Stage (U. of Florida)

Information Flow Verification at the Pre-silicon Stage Utilizing Static-Formal Methodology.” Abstract “Modern system-on-chips (SoCs) are becoming prone to numerous security vulnerabilities due to ...
Forbes

Building A Formal Verification Framework For GenAI Compliance

In August 2023, the EEOC reached its first AI-bias settlement: $365,000 paid over a hiring algorithm that automatically rejected older applicants. Meanwhile, Europe’s new AI Act threatens fines of up ...