Convergence, found
ed by renowned machine learning experts Marvin Purtorab and Andy Toulis, is on a mission to redefine the relationship between humanity and technology. Rooted in a belief that artificial intelligence should empower everyone, not just a select few, the organization is pioneering the development of Large Meta Learning Models (LMLMs)—a groundbreaking AI technology designed to continuously learn, adapt, and improve in real time through interaction and feedback.
Unlike traditional models that rely heavily on large datasets and pre-training, Convergence’s LMLMs integrate memory into their core architecture. This allows them to acquire new skills dynamically and evolve with use, much like humans. These agents are designed not only to assist but to collaborate, taking on tasks that free individuals and businesses from mundane, repetitive work. This shift enables people to focus on creative and impactful endeavors, enhancing both productivity and satisfaction.
The organization’s innovation extends beyond technology. By ensuring that AI tools share intuitive, human-like interfaces, enables a seamless integration into everyday workflows. This approach fosters collaboration between humans and AI in the same way colleagues work together—learning from specific feedback and applying it to new challenges.
Driven by a world-class team of engineers and scientists with experience at top-tier companies like Shopify, Uber, Meta, and Google DeepMind, Convergence’s ultimate goal is to pave the way for a new era of human-AI partnership. They are dedicated to creating systems that amplify human potential while addressing one of the core promises of technology: the ability to help individuals focus on what truly matters.
Convergence’s vision isn’t just about advancing AI; it’s about building a future where every person can benefit from innovation, creativity flourishes, and technology becomes a true partner in solving humanity’s greatest challenges.