Venture(US:VEMLY) 3 6 Ke·2026-01-29 07:16Core Insights - Jerry Tworek, a key figure in AI model reasoning, has founded a new company named Core Automation, focusing on "continuous learning" in AI models [1][5][7] - The company aims to raise between $500 million to $1 billion to develop a new type of AI model that can learn continuously from new data and experiences [1][8][10] Company Background - Jerry Tworek has a strong theoretical and mathematical background, having completed a master's degree in mathematics and worked in quantitative research before joining OpenAI in 2019 [3][5] - At OpenAI, he played a significant role in developing major models like o1, o3, GPT-4, ChatGPT, and Codex, pushing the boundaries of AI from mere generation to reasoning capabilities [3][5] Industry Context - The current mainstream AI models are primarily trained once and deployed, which limits their ability to adapt to new situations [5][10] - Continuous learning is seen as a solution to reduce costs and improve efficiency, allowing models to learn from real-world experiences rather than relying solely on static data [10][12] - The concept of continuous learning is gaining traction, with other companies and academic institutions, such as Google Research, also exploring this area [15][17] Future Outlook - The industry consensus suggests that achieving Artificial General Intelligence (AGI) will require models to possess continuous learning capabilities, which is a key focus for Tworek's new venture [12][15] - There is a growing belief that 2026 could mark a significant advancement in continuous learning technologies [19]