Epoch AI

May 14, 2011 - Epoch AI, a nonprofit AI research organization, has released a new report stating that AI companies are struggling to consistently extract significant performance gains from inference models, and that advances in inference models will slow down as soon as a year from now. Based on publicly available data and assumptions, the report highlights computational resource constraints and increased research overheads.The AI industry has long relied on these models to improve benchmark performance, but that reliance is being challenged. Josh You, an analyst at the agency, points to the rise of inference models, which stem from their ability to excel at specific tasks. For example, OpenA...