Mathematical reasoning has long been emphasised as a central component of mathematics education and research. Nevertheless, few studies have synthesised how this concept has been treated both ...

Moreover, FP generalizes IP by treating commands as forms of data that may be executed for their effects. Upon completion of this course, students will have acquired a mastery of basic functional ...

A Python library for deterministic associative memory in AI agents. Status: toy / research memory. Deterministic associative recall for small agent fact stores and learning Modern Hopfield networks.

Claude Code gives an LLM a shell and dev tools so it can write and run code. Bourbaki does the same thing for math: it gives an LLM a computer algebra system (SymPy), a proof assistant (Lean 4), and ...

Download PDF 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 ...

More than a billion people are now using artificial intelligence (AI) models regularly, for purposes ranging from work to advice about personal relationships. This trend began with the introduction of ...

As AI systems have advanced rapidly, with large language models (LLMs) at the center, every tech executive has experienced their limits—when AI systems struggle with complex problem-solving, produce ...

In this review, we focus specifically on transformer-based LLMs, which are built on the transformer architecture, an attention-based mechanism capable of capturing complex dependencies in sequential ...

My research centers on the design of programming languages and languages for specifying program behavior, mathematical tools for defining the semantics of such languages, and methods for proving that ...

As AI labs scale reasoning models in secret, an analyst warns of looming compute bottlenecks that could slow future breakthroughs across the industry. Advancements in AI reasoning models are expected ...

Sigal Samuel is a correspondent for Vox’s Future Perfect. She writes primarily about the future of consciousness, tracking advances in artificial intelligence and neuroscience and their staggering ...