AI Papers Podcast: AI Models Learn to Think Smarter Not Harder, Radio Makes a Digital Comeback, and Scientists Design Better Medicine Through Math
Update: 2024-12-27
Description
Today's tech landscape shows how efficiency is reshaping our world, from AI systems learning to reason with fewer resources to radio stations finding new life in the digital age. As researchers develop more streamlined ways for artificial intelligence to think and communicate, these same principles of optimization are helping scientists revolutionize drug development, potentially bringing us closer to breakthrough treatments for conditions like diabetes and cancer.
Links to all the papers we discussed: Token-Budget-Aware LLM Reasoning, Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via
Collective Monte Carlo Tree Search, How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation
System?, WavePulse: Real-time Content Analytics of Radio Livestreams, Video-Panda: Parameter-efficient Alignment for Encoder-free
Video-Language Models, PepTune: De Novo Generation of Therapeutic Peptides with
Multi-Objective-Guided Discrete Diffusion
Links to all the papers we discussed: Token-Budget-Aware LLM Reasoning, Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via
Collective Monte Carlo Tree Search, How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation
System?, WavePulse: Real-time Content Analytics of Radio Livestreams, Video-Panda: Parameter-efficient Alignment for Encoder-free
Video-Language Models, PepTune: De Novo Generation of Therapeutic Peptides with
Multi-Objective-Guided Discrete Diffusion
Episode: https://share.transistor.fm/s/4c9839b9
Podcast: https://pocketpod.app
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