As we strive to reach Artificial Super Intelligence (ASI), it’s clear that current AI models are limited by their level of intelligence. No matter how much data we throw at them, they can only perform tasks based on their existing capabilities. To truly unlock the potential of AI, we need to focus on developing models that excel in first principles logic, reasoning, and abduction. This means building models that can think creatively and make connections beyond mere data analysis.
Current approaches like CoT, ToT, GoT neuro-symbolic logic and RL are steps in the right direction, but they’re not enough to take us to ASI. We need models that are specifically designed to power up the logic and reasoning of all models, regardless of the task or challenge. This requires a fundamental shift in our approach to AI development.
Sakana’s AI scientist is a promising step towards this goal, with its ability to generate and test hypotheses. However, even this approach is not fully focused on the essential first principles, logic, and reasoning component.
What we need now is an ANDSI model exclusively dedicated to powering up the logic and reasoning, and abduction, of all models. This will enable us to throw as much intelligence as possible at any task or challenge, leading to faster progress across the entire AI space.
By prioritizing first principles logic, reasoning, and abduction, we can unlock the true potential of AI and pave the way to ASI.