Why Your Chatbots Feel Sluggish (and How TiDAR Fixes It)
Author(s): Devashish Datt Mamgain Originally published on Towards AI. When most leaders consider AI strategy, they typically focus on data and use cases. The nitty-gritty of AI technology doesn’t really matter in your day-to-day. However, these architectural details may actually impact your …
Is AI Mathematically Competent? A Review of the Apple Study
Author(s): Devashish Datt Mamgain Originally published on Towards AI. AI and Maths In 2022 and 2023, large AI companies were primarily concerned with NLP. This was evidenced by the launches that focused more on creative use and Mira. However, the latest models …
Optimizing AI for Human Preference: RLHF, DPO, and Soft Preference Labels
Author(s): Devashish Datt Mamgain Originally published on Towards AI. Image from author, inside image generated by Flux LoRA With their latest release of o1, Open AI touted the advantages of reinforcement learning in their research. They employed RL to improve intermediate steps …
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