The founders behind Maluuba (acquired by Microsoft) just launched @skyfallai , a frontier neo lab building the first Autonomous Enterprise by moving beyond the current LLM paradigm.
They say today's top LLMs cannot actually learn.
To demonstrate this, the lab created Morpheus, a business simulation in which past choices compound. Most reinforcement learning benchmarks reset the slate after each episode, so mistakes are never carried over. Morpheus continues to run, so a bad call has a quiet impact on what happens several days later.
The bigger goal is Enterprise World Models, that allow you to see what will happen before you do something. To feed that vision, the lab is buying small SaaS startups worth up to $1M and automating them.
Around 15 years ago, Kaheer Suleman and I started Maluuba with the vision of building Universal Turing Machines. Back then, we were one of the pioneer research ...