High-fidelity educational modules and laser experiments.
Experiments
View All →Magic Map Games
Workshop →Location-based walking games on a stylized live street map — fog of war, road-aware spawns, streaks, and a collection to fill. First game: Squirrel Scouts.
Leaflet · Geolocation · Overpass · Fog of WarEcommerce Hub
Interactive simulations focused on retail logistics, product design tools, and dynamic inventory visualization.
React · Logistics · DesignJEPA Reproduction Lab
Empirical results and reproduction reports from state-of-the-art World Model architectures — from official baselines to local hardware benchmarks.
LeWM · PushT · ReproductionLearning
How Apple, Android, Meta and Snap each expect a head-worn app to listen: eight interaction timelines, two comparison tables, and the certification clauses that decide whether it ships.
visionOS · Android XR · Horizon OS · Snap OSA recipe for dashboards that show deviation instead of data: three layers, three rules, a working board you can break, and the prompts that make an AI build one.
SRE · Dashboards · PromptingFrom the attention mechanism through autoregressive transformers to the limits of serial generation and diffusion LLMs.
A multi-modal learning framework for world models, JEPA, embodied perception, and physical common sense. Moving from "clever talkers" to "keen observers" of reality.
Physical Intelligence · JEPA · World ModelsInteractive courses on algorithmic trading and quantitative finance — from first principles to running Python code.
DQN · ARIMA · Sizing · PythonA ground-up interactive journey through the math and algorithms behind 3D Gaussian Splatting.
Interactive guides to the algorithms behind raster-to-vector conversion.
The physics and techniques behind hobbyist fibre lasers — galvo optics, beam divergence, energy density, and material interaction from first principles.
Galvo · Optics · XTool F2 · IR LaserPick one or more AI specialty areas and see who's hiring, which free courses actually deliver, what hardware you need, and free/paid ways to get it without buying anything.
Careers · Free Courses · HardwareThe same Newtonian gravity simulation, run seven ways — array-of-structs, struct-of-arrays, Int16 quantized, a Barnes-Hut quadtree, real WebAssembly SIMD, Web Workers, and a WebGPU compute+render pipeline — so you can watch what data layout, algorithms, hardware SIMD, threads, and the GPU actually buy you.
WASM · SIMD · WebGPU · N-BodyHow the brain locates sound in three-dimensional space — from the two-ear geometry through HRTFs, room acoustics, and Doppler to binaural rendering and ambisonics.
Generate realistic sounds from physical first principles — vibrating strings, modal resonance, coupled systems, and more.
Build audio from scratch in the browser using the Web Audio API — oscillators, filters, effects, and a 16-step sequencer.
From ray marching through volume integration to neural radiance fields and differentiable rendering.
Mastering Visual Perception Systems — from geometric computer vision to ad-hoc peer networks and spatial survey synchronization.
RANSAC · TF.js · Calibration · Sensor SyncExplainers
View All →Short animated explainers of papers and ideas worth a minute of your time.
Animation · AI Agents · Papers#MCPMonday
View All →One MCP server a week, for people who build with agents. Each page is what the LinkedIn post links to.
MCP · NASA Earthdata · Hugging Face · Scenario