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.
- Update frequency
- every day
- Average duration
- 5 minutes
- Episodes
- 308
- Years Active
- 2025
Computation and Language - KV Cache Steering for Inducing Reasoning in Small Language Models
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're talking about a clever trick to make AI language models, you know, the ones that write text, translate l…
Machine Learning - Adaptive Nonlinear Vector Autoregression Robust Forecasting for Noisy Chaotic Time Series
Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research that might sound a little complex at first, but trust me, we'll break it down! Today, we’re tackling a paper that’s all a…
Computer Vision - Lumos-1 On Autoregressive Video Generation from a Unified Model Perspective
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're talking about making videos... with AI! Specifically, we're looking at a paper that's tackling the chall…
Computer Vision - MCAM Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're strapping in for a ride into the world of self-driving cars and how they really understand what's happen…
High Energy Astrophysical Phenomena - Combining IceCube Muon Tracks and Cascades to measure the Galactic Diffuse Neutrino Flux
Hey PaperLedge learning crew, Ernis here, ready to dive into some cosmic neutrino goodness! Today, we're exploring a sneak peek at an upcoming analysis that's aiming to give us an even better picture…
High Energy Astrophysical Phenomena - Constraining the contribution of Seyfert galaxies to the diffuse neutrino flux in light of point source observations
Hey learning crew, Ernis here, ready to dive into another fascinating slice of science from the PaperLedge! Today, we're talking about ghost particles, supermassive black holes, and a cosmic puzzle t…
Information Retrieval - Unconditional Diffusion for Generative Sequential Recommendation
Alright learning crew, get ready to dive into something super cool – we're talking about how AI can get better at recommending things you might like! Think of it as Netflix knowing exactly what you w…
Algebraic Geometry - Decay of Fourier transforms and analytic continuation of power-constructible functions
Hey PaperLedge learning crew, Ernis here, ready to dive into some seriously cool math! Today, we're unpacking a research paper that explores the connection between how well-behaved a function is, and…
Computation and Language - Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're tackling a paper that's all about making those super-smart Large Language Models, or LLMs, work smarter,…
Machine Learning - Cascade Token-Sharded Private LLM Inference
Alright Learning Crew, Ernis here, and today we're diving into a fascinating paper that tackles a really important issue: how to use those super-smart AI models, the big Language Learning Models or L…
Artificial Intelligence - SciMaster Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation Can We Lead on Humanity’s Last Exam?
Hey learning crew, Ernis here, ready to dive into some seriously cool research! Today, we're tackling a paper about AI, but not just any AI – AI designed to actually help us make scientific breakthro…
Artificial Intelligence - Modeling Latent Partner Strategies for Adaptive Zero-Shot Human-Agent Collaboration
Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research about teamwork – specifically, how AI can learn to be a better teammate, even when thrown into the deep end with someone …
Computer Vision - Open Vision Reasoner Transferring Linguistic Cognitive Behavior for Visual Reasoning
Hey PaperLedge learning crew, Ernis here, ready to dive into some seriously cool AI research! Today, we're talking about teaching AI to "see" and "think" like us, and the results are kind of mind-blo…
Computation and Language - Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions
Hey PaperLedge crew, Ernis here, ready to dive into some fascinating research! Today, we're talking about the memories of AI – specifically, how well Large Language Model agents, you know, the brains…
Computer Vision - Spatio-Temporal LLM Reasoning about Environments and Actions
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool AI research! Today, we're unpacking a paper that's tackling a really tricky problem for AI: understanding the world around it i…
Machine Learning - ExPO Unlocking Hard Reasoning with Self-Explanation-Guided Reinforcement Learning
Hey PaperLedge learning crew, Ernis here, ready to dive into some fascinating research! Today, we're tackling a paper about how to make those super-smart AI language models, like the ones powering yo…
Artificial Intelligence - StepHint Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason
Alright learning crew, welcome back to PaperLedge! Today, we're diving into some seriously cool research that's trying to make our AI overlords... I mean, helpful AI assistants, a whole lot smarter. …
Machine Learning - LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
Hey PaperLedge crew, Ernis here, ready to dive into some seriously cool research! Today, we're tackling a paper that's all about making better, more personalized medical decisions, and it's got some …
Computation and Language - MOTIF Modular Thinking via Reinforcement Fine-tuning in LLMs
Hey learning crew, Ernis here, ready to dive into another fascinating paper from the cutting edge! Today we're tackling a study that aims to help large language models, or LLMs – think of them as sup…
Computer Vision - Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation
Alright learning crew, welcome back to PaperLedge! Ernis here, ready to dive into some fascinating research. Today, we're tackling a paper about how to make those super-smart AI image interpreters, t…