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PaperLedge - Podcast

PaperLedge

PaperLedge where research meets storytelling is a revolutionary podcast where cutting-edge research meets AI-powered storytelling. Hosted by the Ernis, whose blend of gentle reassurance, cosmic wonder, explanatory clarity, and enthusiastic charm makes complex research accessible to everyone.

Each episode, Ernis transforms the latest academic papers into engaging, jargon-free audio experiences that deliver key insights in digestible formats. Whether you’re a researcher seeking interdisciplinary perspectives, a student supplementing your studies, or simply curious about scientific breakthroughs, PaperLedge has something for you.

Self-Improvement News Tech News Education:Self-Improvement Education
Update frequency
every day
Average duration
5 minutes
Episodes
308
Years Active
2025
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Methodology - The Illusion of the Illusion of Sparsity An exercise in prior sensitivity

Methodology - The Illusion of the Illusion of Sparsity An exercise in prior sensitivity

Hey PaperLedge crew, Ernis here, ready to dive into some economic detective work! Today, we're tackling a paper that pokes at a really interesting idea about how we understand the economy using, you …

00:06:41  |   Sat 14 Jun 2025
Machine Learning - Agentic Neural Networks Self-Evolving Multi-Agent Systems via Textual Backpropagation

Machine Learning - Agentic Neural Networks Self-Evolving Multi-Agent Systems via Textual Backpropagation

Hey Learning Crew, Ernis here, ready to dive into some seriously cool research that might just change how we think about AI collaboration!

Today, we're unpacking a paper that tackles a big challeng…

00:05:12  |   Wed 11 Jun 2025
Artificial Intelligence - VIKI-R Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Artificial Intelligence - VIKI-R Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Hey PaperLedge learning crew, Ernis here! Get ready for another deep dive, because today we're tackling some cutting-edge research that's trying to make robots work together much better. Think of it …

00:05:10  |   Wed 11 Jun 2025
Computation and Language - MEMOIR Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs

Computation and Language - MEMOIR Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs

Alright learning crew, Ernis here, ready to dive into some fascinating research! Today, we're tackling a paper about keeping those brainy AI language models, like the ones powering your chatbots or w…

00:05:24  |   Tue 10 Jun 2025
Computer Vision - OpenDance Multimodal Controllable 3D Dance Generation Using Large-scale Internet Data

Computer Vision - OpenDance Multimodal Controllable 3D Dance Generation Using Large-scale Internet Data

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research that's going to make you wanna move! We're talking about AI that can generate dance moves based on music.

Now, I know…

00:06:50  |   Tue 10 Jun 2025
Machine Learning - MIRA Medical Time Series Foundation Model for Real-World Health Data

Machine Learning - MIRA Medical Time Series Foundation Model for Real-World Health Data

Hey PaperLedge learning crew, Ernis here, ready to dive into some cutting-edge research! Today, we're tackling a paper about predicting the future... in hospitals. Think of it like this: doctors cons…

00:04:25  |   Tue 10 Jun 2025
Computer Vision - EgoM2P Egocentric Multimodal Multitask Pretraining

Computer Vision - EgoM2P Egocentric Multimodal Multitask Pretraining

Alright learning crew, Ernis here, ready to dive into some mind-blowing research that’s going to change how our devices see the world through our eyes! We're talking about "EgoM2P: Learning Temporall…

00:05:09  |   Tue 10 Jun 2025
Machine Learning - ChemAgent Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Machine Learning - ChemAgent Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning

Hey PaperLedge crew, Ernis here, ready to dive into some fascinating chemistry research! Today, we're tackling a paper about how to make AI better at understanding and working with chemistry. Think o…

00:06:08  |   Tue 10 Jun 2025
Computation and Language - PuzzleWorld A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts

Computation and Language - PuzzleWorld A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts

Hey PaperLedge crew, Ernis here! Get ready to dive into something completely different today. We're talking puzzles, but not your grandma's jigsaw puzzles. We're talking about puzzlehunts – those bra…

00:06:59  |   Mon 09 Jun 2025
Computer Vision - Visual Graph Arena Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models

Computer Vision - Visual Graph Arena Evaluating Visual Conceptualization of Vision and Multimodal Large Language Models

Hey everyone, Ernis here, and welcome back to PaperLedge! Today, we're diving into some fascinating research that asks: Can AI truly see, or is it just really good at recognizing patterns?

We're tal…

00:06:09  |   Mon 09 Jun 2025
Artificial Intelligence - PersonaAgent When Large Language Model Agents Meet Personalization at Test Time

Artificial Intelligence - PersonaAgent When Large Language Model Agents Meet Personalization at Test Time

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool AI stuff! Today, we're cracking open a paper about making AI assistants that are, well, actually personal. You know, not just s…

00:05:52  |   Mon 09 Jun 2025
Information Retrieval - RecGPT A Foundation Model for Sequential Recommendation

Information Retrieval - RecGPT A Foundation Model for Sequential Recommendation

Hey PaperLedge listeners, Ernis here! Today we're diving into some seriously cool research that could change how we discover, well, pretty much anything online – from your next favorite book to that …

00:05:56  |   Mon 09 Jun 2025
Computer Vision - TerraFM A Scalable Foundation Model for Unified Multisensor Earth Observation

Computer Vision - TerraFM A Scalable Foundation Model for Unified Multisensor Earth Observation

Hey PaperLedge listeners, Ernis here! Get ready to explore some truly groundbreaking Earth observation tech. Today, we're diving into a paper about something called TerraFM, a new deep learning model…

00:05:33  |   Mon 09 Jun 2025
Speech & Sound - TalkingMachines Real-Time Audio-Driven FaceTime-Style Video via Autoregressive Diffusion Models

Speech & Sound - TalkingMachines Real-Time Audio-Driven FaceTime-Style Video via Autoregressive Diffusion Models

Hey everyone, Ernis here, and welcome back to PaperLedge! Today we're diving into some seriously cool tech that feels straight out of a sci-fi movie: audio-driven character animation. Imagine talking…

00:04:44  |   Wed 04 Jun 2025
Machine Learning - Retrieval-Augmented Generation as Noisy In-Context Learning A Unified Theory and Risk Bounds

Machine Learning - Retrieval-Augmented Generation as Noisy In-Context Learning A Unified Theory and Risk Bounds

Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research! Today, we're tackling a paper that looks under the hood of something called Retrieval-Augmented Generation, or RAG for s…

00:05:28  |   Wed 04 Jun 2025
Computation and Language - Critique-GRPO Advancing LLM Reasoning with Natural Language and Numerical Feedback

Computation and Language - Critique-GRPO Advancing LLM Reasoning with Natural Language and Numerical Feedback

Hey PaperLedge learning crew, Ernis here, ready to dive into some fascinating research that's pushing the boundaries of what Large Language Models, or LLMs, can do! We're talking about making these A…

00:06:36  |   Wed 04 Jun 2025
Analysis of PDEs - Change of bifurcation type in 2D free boundary model of a moving cell with nonlinear diffusion

Analysis of PDEs - Change of bifurcation type in 2D free boundary model of a moving cell with nonlinear diffusion

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool science! Today, we're tackling a paper about how living cells move – think of it like understanding the choreography of life at…

00:06:52  |   Wed 04 Jun 2025
Computer Vision - SVGenius Benchmarking LLMs in SVG Understanding, Editing and Generation

Computer Vision - SVGenius Benchmarking LLMs in SVG Understanding, Editing and Generation

Hey learning crew, Ernis here, ready to dive into some fascinating research that blends the worlds of AI and graphic design! Today, we're talking about a new way to test how well Large Language Model…

00:05:37  |   Wed 04 Jun 2025
Computation and Language - GUI-Actor Coordinate-Free Visual Grounding for GUI Agents

Computation and Language - GUI-Actor Coordinate-Free Visual Grounding for GUI Agents

Alright learning crew, Ernis here, ready to dive into some seriously cool tech that's making computers way better at understanding... well, us! Today we're unpacking a paper about how to make compute…

00:07:22  |   Wed 04 Jun 2025
Computer Vision - IllumiCraft Unified Geometry and Illumination Diffusion for Controllable Video Generation

Computer Vision - IllumiCraft Unified Geometry and Illumination Diffusion for Controllable Video Generation

Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool video magic! Today, we're unpacking a paper about a new way to make videos using AI, and it's all about controlling the light a…

00:05:04  |   Wed 04 Jun 2025
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