Overview The technical performance section of this year’s AI Index offers a comprehensive overview of AI advancements in 2023. It starts with a high-level overview of AI technical performance, tracing its broad evolution over time. The chapter then examines the current state of a wide range of AI capabilities, including language processing, coding, computer vision (image and video analysis), reasoning, audio processing, autonomous agents, robotics, and reinforcement learning. It also shines a spotlight on notable AI research breakthroughs from the past year, exploring methods for improving LLMs through prompting, optimization, and fine-tuning, and wraps up with an exploration of AI systems’ environmental footprint.
April 16, 2024
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