Researchers are investing substantial effort in developing powerful general-purpose agents,
wherein Foundation Models are used as modules within agentic systems (eg Chain-of …

Algorithm Design (AD) is crucial for effective problem-solving across various domains. The
advent of Large Language Models (LLMs) has notably enhanced the automation and …

With the recent Nobel Prize awarded for radical advances in protein discovery, foundation
models (FMs) for exploring large combinatorial spaces promise to revolutionize many …

This paper claims that machine learning (ML) largely overlooks an important facet of general
intelligence: robustness to a qualitatively unknown future in an open world. Such robustness …

Developing efficient traffic models is essential for optimizing transportation systems, yet
current approaches remain time-intensive and susceptible to human errors due to their …

Coding assistants are increasingly leveraged in game design, both generating code and
making high-level plans. To what degree can these tools align with developer workflows …

Large language and foundation models have become ubiquitous as general-purpose
assistants, exhibiting diverse capabilities across a wide variety of domains through training …

Human know-how derives in part from our nose for novelty—we're curious creatures,
whether looking around corners or testing scientific hypotheses. For artificial intelligence to …