The landscape of Large Language Models (LLMs) is undergoing a seismic shift. We are moving away from the era of 'next-token prediction' as a measure of intelligence and entering the era of 'compute-at-inference.' DeepSeek, a company that has rapidly ascended the leaderboard throu...