A compact 4.8M parameter GRU-L3 character-level language model trained on a single RTX 3080 Ti via a custom Vulkan compute backend. Architecture, WSD-S scheduling research, a regression and recovery c...

A compact 4.8M parameter GRU-L3 character-level language model trained on a single RTX 3080 Ti via a custom Vulkan compute backend. Architecture, research findings, training telemetry, and the path fr...

Authentication and onboarding for the C.A.T. operator ecosystem.

V-world network status and swarm telemetry.

A case study of Grim Fandango — and what a 1996 puzzle-dependency chart from a defunct adventure studio still has to teach a live AI-development industry about specification, verification, and design.

A compiler for agent instruction files: Markdown → PIR → compact Markdown, with a custom line-oriented intermediate language called PIR.

We scaled a custom Vulkan training pipeline from a toy benchmark to a real dual-stream GRU-L3 model. The harness now clears every incremental stage, but a long-sequence NaN and a stubborn CPU/GPU grad...

CatGame is a custom C++20 Vulkan engine and game project featuring behavioral intelligence research, Go RL training, VFX systems, and side-scroll gameplay.

SWE-bench scores don't tell you if a model can build a browser OS from scratch. Bijan Bowen's nine-task generative coding suite does. We formalize his methodology, prove it satisfies separability and ...

When Google poached Windsurf's CEO in a $2.4B acqui-hire, the 250-person team was left leaderless. Cognition called on Friday at 5PM. By Monday morning, they had a deal. Twelve months later, revenue i...

Most NPCs are scripts wearing a costume. The NPC Persona Builder treats character design as a behavioral engineering problem — combining Plutchik's emotion wheel, MBTI personality types, 55 cognitive ...

Every training sample carries a story — who made it, under what license, and how it was acquired. If we tag every sample with its provenance, we can audit what a model knows, pay the creators who taug...

AI companies are strip-mining the internet to feed their models. The research says they'll collapse under their own exhaust. The future belongs to small, bespoke models running on local NVIDIA hardwar...

The new tileset editor stores levels as a flat uint16_t grid. That's the same data layout modern GPU tilemap renderers use to draw 10,000 tiles in a single draw call. Here's how we're adapting that ar...

How six interlocking knowledge systems — built across four months in 2026 — created the behavioral substrate for the next generation of non-player character design.

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