Builds made with Laya

A non-generative decision model (Laya, 421M ModernBERT) learns to play Balatro: candidate-action interface, simulator self-play, real-game test set

Retro pixel space shooter steered by the Laya decision models (convaiinnovations/laya) through a local /v1/systemone API — Laya test fork of the Julia 1 edition

Using Laya to solve murdle.com

I ported laya to my specific hardware (6900XT) with the help of my hermes agent. Check it out here

Spent a morning testing a small open-weights local model (Laya-MLX, fully offline on a MacBook Air, $0 per call) on real tasks: inbox triage, tagging 100 SAP decks, categorizing blog posts, and a prefilter pattern. Honest numbers in this thread.

Two AIs. One game.
I let @typesafeai 's Jev and @brainFnCl's Laya play the same arena survival game where every enemy’s decision is made live by the models.
How it works: the game turns each moment into one sentence and asks one typed question.
Back come probabilities, not…

I connected Pac-Man to Laya-MLX 👻

Every move is a real typed decision running locally on Apple Silicon—no cloud
API, no text generation, 0 output tokens.

The live view shows action probabilities, latency, tactical planning, and safety interventions.

{
"steps": 351…

Tested Jev vs Laya (local, MLX) on 40 support tickets, EN + Thai. Jev 90–100%. Laya zero-shot 30–80%. Laya's faster, but not close on accuracy yet.