Numenta, backed by the Bill and Melinda Gates Foundation, has introduced an open-source AI model inspired by neuroscience, aiming to reduce energy and data requirements for intelligent machines. Co-founded by Jeff Hawkins, the company leverages Hierarchical Temporal Memory (HTM) to create AI systems that learn continuously from minimal data, with potential applications across healthcare, finance, cybersecurity, and more.