Posts tagged “3d-gaussian-splatting”

3 posts found

Bayesian Rendering Explained: When a 3D Model Admits What It Doesn't Know

A beginner-friendly tour of Bayesian 3D reconstruction: why an ordinary 3D scan gives one confident answer everywhere, how turning geometry into a distribution produces honest confidence maps, and where the 'prior' that fills in unseen regions comes from.

Jul 18, 2026•7 min read

ai-tutorialstutorialgaussian-splatting

When Gaussians Get Uncertain: Probabilistic 3D Reconstruction

3D Gaussian Splatting gives us a single best-fit scene — but no sense of where that geometry is trustworthy. This week we turn point-estimate splats into distributions over geometry, connecting Bayesian rendering, Fisher information, and diffusion priors back to last week's GP framework.

Jul 16, 2026•8 min read

ai-tutorialstutorialmachine-learning

AMI Labs vs. World Labs: Two Billion-Dollar Visions for World Models

World Models landscape and engineering challenges in 2026-2027

Mar 29, 2026•13 min read