The agent acquires a vocabulary of neuro-symbolic concepts for objects, relations, and actions, represented through a combination of symbolic programs and neural networks. These concepts are grounded ...

It’s 2026, and we’re no longer just playing with AI. The sandbox phase is over. Across industries—from finance to pharma to federal agencies—AI has moved from pet projects to real operations. Not just ...

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...

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.

Chemists have sent molecules to primary school in the past decade. Now individual molecules can carry out addition and subtraction using different chemicals as the input bits and two fluorescence ...

Early synthetic biology designs, namely the genetic toggle switch and repressilator, showed that regulatory components can be characterized and assembled to bring about complex, electronics-inspired ...