Below I attempt to paraphrase the following paper in plain in English: Better Fine Tuning by Reducing Representational Collapse by Armen Aghajanyan, Akshat Shrivastava, Anchit Gupta, Naman Goyal, Luke Zettlemoyer, and Sonal Gupta from Facebook submitted to Arxiv on August 6th, 2020. tldr Today NLU is about leveraging pre-trained models on large datasets like RoBERTa… Continue reading NLU: A search for a generalizable model that consistently performs well across multiple tasks
Mark Rodgers used to work in the oil fields connecting large pipes together. According to this Bloomberg article, his job was recently replaced by a robot, the Iron Roughneck. The machine helps tie together pipes and is becoming better with each generation. Beyond manual labor, many white collar jobs are being improved with AI powered… Continue reading 10 skills which will thrive in the coming AI powered robot revolution
What if Artificial Intelligence took the time to close on a home purchase from 30 to 3 days? Artificial Intelligence has tremendous power to increase economic output. Take a look around and consider the inefficiencies in modern businesses? How much time is spent on tedious paperwork? How many hours are lost in endless meetings? Imagine… Continue reading Imagine if AI could decrease the time to buy a home from 30 days to 3 days?
When I started my career in the semiconductor industry, I was elated by all the amazing technology from fast moving robots to ion accelerators which bring atoms to a percent of the speed of light. Part of my job was writing new “recipes” that, much like a cooking recipe, specified what the settings the machine… Continue reading Free yourself from tedious tasks at work