AI and Machine Learning

From ideation to user testing, large language models are allowing companies to explore more ideas and iterate faster.

Collaboration between government and businesses is critical to ensure people’s skills are -market-relevant and future-proofed.

By implementing structured frameworks such as AI agents, integrating structured prompts, and incorporating human interaction patterns and guardrails, businesses can navigate LLMs' creative potential while ensuring reliability.

AI has the potential to help address societal problems like climate change, but challenges like high energy consumption threaten to negate its benefits.

How do we know whether algorithmic systems are working as intended? A set of simple frameworks can help even nontechnical organizations check the functioning of their AI tools.