Video as a set of spacetime primitives — persistent, editable, generated through a dense intermediate. A moving object is one sheared spacetime tube, not a new blob per frame.
2026.08.17 — one-shot encoder passes first gate: 23.4 dB on held-out clips
2026.07.31 — voronoi arm buried; additive renderer stands alone
A Jacobian-lens viewer for a 27B ternary language model: what it is poised to say at every layer and position, where each position reads from, what the prediction actually relies on, and what its 26.9B weights are. Five sentences, pre-rendered.
2026.09.28 — anatomy: every block a disc; about half its neurons carry 90% of a token
2026.09.26 — removing “Italy” from “boot” costs 5.9 log-prob; nothing else moves “euro” past 0.1
2026.09.24 — 39 non-verbal atoms the model cannot describe in its own words
A spongiform network: a resident skeleton plus demand-paged exact weights, answer quality under a fixed memory budget. A 1.5 TB checkpoint ran in a 38.5 GB peak.
Neural Cellular Automatar: a continuously moving cellular avatar on your desk, steered through two separate latent spaces — a 10-D preference space for what it wants, a pose/occupancy space for what its 256³ body can be.
— limbs travel instead of crossfading; births only beside the live frontier
— 9× render speedup: raymarch the motion envelope, not the cube
A live laboratory for neural populations embedded in physical space. Neurons occupy sites, retain metabolic state, grow persistent dendrites, and undergo birth, death, and lesions — while learning MNIST, associative recall, and Tiny Shakespeare.
— ~1,900 neurons and 7,000 local dendrites persist across digits
— lesion brush: remove neurons and every incident dendrite
— displayed traffic and credit are measurements, not animation
A particle neural cellular automaton for skeletally coherent, self-assembling creatures: bone as scaffold, morphogen body plan, flesh as persistent mobile Gaussian splats. Cells migrate to under-filled tissue, differentiate, and heal wounds.
— H0→H8 research ladder complete, failures retained as failures
— 91,979-cell body; a ~48 KiB learned rule moves all of it
Not a coding agent. A buddy. Universal Basic Digimon: it chats with you, takes actions, has personal desires and thoughts, and acts on its own behalf. Capabilities arrive as versioned plugins it can draft for itself.
— plugin workbench: the model scaffolds, validates, and stages its own plugins
— staging never executes code; enabling authority stays with the operator
— Telegram bridge, so the buddy fits in your pocket
A novelty-driven crawler: each page is digested, scored for nutrition, and allowed to reproduce into more links when it looks rich. Cross-filed: RETIA.
Two Rust workspaces for Lenia: a 2D cellular field with a species library and kernel preview, and a 3D volume with official species, FFT stepping, and wgpu raymarching.
One Thousand Electric Eye. A GPU-rendered globe as an OSINT surface: live events, vessels, flights, and public webcams projected onto geography. Event → nearby cameras → attempted feed connection.
— per-pixel ray–sphere globe shader; Earth, Moon, and Mars
— AIS vessels, ADS-B flights, Factal events, camera registries
— mirrors the analyst's live view onto the local Gruve mesh
Dota 2 replays as space-time visualizations: the minimap is the ground plane, time rises along the vertical axis, and everything that happened in the game lives somewhere in that column.
— native Rust .dem parsing, under a second per game
An AI-powered audio drama production suite built around the Pyramid workflow: story bible → storyboard → script → assets → composition → render. Operable by humans in the GUI and by agents through the headless CLI.
— local TTS, foley, and score servers; a Fountain scene editor
— binaural spatialization: place any clip in 3D, fly it on waypoints
— a 13-room spatial catalog, vocal booth to cathedral to cave
A Tauri frontend for Graphchan — a decentralized, encrypted, p2p imageboard. Threads are DAGs: you can fork a conversation or reply to anything earlier, and there is no derailing. Posting is sharing.
A peer-hosted lobby for a friend group. One app on each laptop, and everyone's running projects appear on everyone's board over direct encrypted connections: no server, no deploy, no accounts. The kit is the SDKs that make any app mesh-ready, reached by name, never by address.
Field-Reversed Configuration: a virtual plasma bench for moving plasma, magnetic fields and pulsed coils. An interactive 3D viewer follows the current density and magnetic structure through a saved simulation.
— rotate the current volume and magnetic field together; step through a 20 mT pulse
— 36 saved states across 3.5 µs; original fields and timestamps
— axisymmetric research model; formation and confinement remain open questions
An open device for flicker potentials: LEDs flickering near brainwave frequencies induce photic entrainment — fantastical geometric closed-eye hallucinations within seconds. Like binaural beats, but much stronger.
— a concentric + becomes an X becomes a diamond tunnel to the sky
— 3D-printed frames, the cheapest arduino findable, a small battery
— descended from Gysin & Sommerville's 1960s Dream Machine
The Twin Mind Interface, built as Synchroflow: a two-person experiment connecting OpenBCI EEG, LED glasses, on-device AI, and cymatic visualization. Built at MIT Reality Hack 2025.
