I have been running a small volunteer research lab that is working on ways to increase intelligence in machine learning systems. We have spent a very large number of hours without pay, and we would be very interested in having a sponsor or funding.
Want some examples of what we have been able to do?
Tied for 1st place in the ARCathon challenge hosted by Lab42 in 2023.
The ARC challenge has proven incredibly difficult for the AI/ML world. Several world-renowned labs have made the attempt without success. Foundation models such as GPT-4 have not faired well at the challenge. Utilizing a relentless empirical process, we were able to surpass previous attempts at ARC that have been uncontested since 2019 (2019 1st Place Approach Scoring 21%). Our current best score stands at 35%–a world record. You can learn some more about our approach here.
Open Source Work:
Word Add-In – An add-in for Microsoft Word that will rephrase sentences for you. I also document the entire process of dataset collection, fine-tuning models from OpenAI, and show the results.
Team Leader: Jack Cole
Team Members: Mohamed Osman
See Dr. Tim Scarfe’s interview with our team on Machine Learning Street Talk.