4D Human-Scene Reconstruction from Low-Overlap Captures
The Core Problem and Solution Reconstructing dynamic 4D scenes (3D space + time) of humans from video requires many camera angles. In professional studios, dozens of cameras work…
Lode
Stand on the shoulders of giants.
A lode is a rich vein of ore — and the best podcasts and papers are full of them. Lode helps you mine the ideas worth keeping, and make them yours. A new piece lands whenever something good drops from the sources we follow.
More Trillion Dollar IPOs, Anthropic $3T, Zuck's Price War, China Ends Open Source?, Trump Accounts
The Coming Duopoly: Why Frontier AI Models Will Dominate Despite Open-Source Competition The race to build artificial general intelligence has resolved into a clear two-horse…
MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models
The Core Finding High-quality medical image-text pairs extracted from published literature can train foundation models that outperform existing biomedical models—and the authors…
Einstein's happiest thought: General Relativity from scratch – Adam Brown
Einstein's Central Insight: How Gravity Becomes Geometry Einstein's theory of general relativity stands as perhaps the most beautiful intellectual achievement in physics history.…
Flow-ERD: Agent-type Aware Flow Matching with Entropy-Regularized Distillation for Diverse Traffic Simulation
The Problem: Traffic Simulation Stuck Between Realism and Diversity Current traffic simulators face a fundamental trade-off. Benchmarks like WOSAC reward how closely simulated…
Open Source Wins, AGI Is Here, and Scorsese’s AI Toolkit with CEOs of Cerebras & Black Forest Labs
Open Source Prevails, AGI Has Arrived, and AI Becomes Creative Infrastructure The age of massive computing buildout has arrived, and with it comes a fundamental shift in how…
KronQ: LLM Quantization via Kronecker-Factored Hessian
The Problem: Existing Quantization Methods Ignore Output-Side Information Compressing large language models by reducing their weights to lower precision (quantization) is…
AI Sovereignty Wars, Palantir-Nvidia Deal, SCOTUS Birthright Ruling, Newsom’s CA Budget Lie
AI Sovereignty Is Now a Business Imperative The frontier AI labs have made a strategic error that may fracture their business models. By treating their enterprise customers as…
PanoWorld: Real-World Panoramic Generation
The Core Challenge Generating panoramic (360-degree) video that matches real-world physics over long sequences is hard. When a camera rotates while moving, standard video models…
Anthony Kaldellis: Roman Empire, Byzantine Empire, Rise & Fall of Empires | Lex Fridman Podcast #498
The Roman Empire That Never Fell: Why 1,200 Years of Stability Tell Us What Works The Eastern Roman Empire—what historians tediously call the "Byzantine Empire"—endured for over a…
Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
The Problem: Memory Decay in Long Tasks Long-horizon tasks—think navigating a terminal, debugging code, or multi-step planning—scatter critical information across trajectories…
Grant Sanderson (@3blue1brown) – AI and the future of math
AI's Spiky Progress: Why Math Is the Canary in the Coal Mine Three years ago, Grant Sanderson predicted that even when AI systems win gold medals at the International Math…