Laya Warehouse Safety: a robot picks advance, shift or wait above a deterministic shield

Replayable grid sim with moving workers and forklifts. Laya answers action, collision_risk, path_blocked and needs_operator in one call; collision prevention stays deterministic.

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Preview of Laya Warehouse Safety: a robot picks advance, shift or wait above a deterministic shield

Launch: Laya
Use case: Moderation
Format: Repo
Source: github.com

Senthil Ravichandran

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mizorewww

@mizorewww · Sep 19

Validated Core ML ports of all Laya checkpoints. One short multilingual decision in 4.98 ms P50 on M3 Max with ANE FP16, at 2.78x better energy per decision than MLX FP16.

雨夹雪❄️

@mizorewww · Sep 20

The port announcement: Laya on MLX, under 1 GB RAM, choosing the snake’s next move 60 times a second on a local M3 Max.

atomic.chat

@atomic_chat_hq · Sep 21

Atomic.chat ran Laya on a 16 GB MacBook Air against Jev over the API on a Grok-built Tetris. Local won on speed: 11x faster decisions.

codejunkie99

@codejunkie99 · Sep 22

Open on GitHub

Laya Warehouse Safety: a robot picks advance, shift or wait above a deterministic shield

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