We Train Our Machines, Then They Retrain Us: The Recursive Nature of Building AI
Author(s): Tabrez Syed Originally published on Towards AI. On May 10, 1941, German bombs reduced the storied British House of Commons to smoldering ruins; the famous Gothic revival complex had stood for over two centuries as the backdrop for vigorous political debate, …
Empowering Human Feedback in Reinforcement Learning
Author(s): Anay Dongre Originally published on Towards AI. Image generated by DALL.E-2 In a world where artificial intelligence is rapidly advancing, the development of machine learning algorithms that can learn from human feedback has become increasingly important. One such algorithm that is …
Improving Text-to-Image Models by Prompt Engineering with RLHF
Author(s): Nikita Pavlichenko Originally published on Towards AI. Image generated by the final model. Text-to-image models like Stable Diffusion, DALL-E 2, and Midjourney can generate impressive, artistic images — if you’re good at prompt engineering. However, many users simply want to generate …
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