Sudip Roy posted that he is returning to Toronto to speak at Elevate. Adaption AI, the company he co-founded with Sara Hooker, states that the session on September 23 will focus on continuous learning as the way to close the gap between AI pilots and production. The firm describes its work as building efficient intelligence that evolves with the world rather than relying on larger models. Hooker shared the announcement and noted her own background as an AI researcher previously at Cohere.