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AI · Article

The 1.6-Trillion Parameter Mirage: LongCat 2.0 and the MoE Memory Tax

LongCat 2.0 delivers 48B active parameter performance, but its massive 1.6T total footprint demands a brutal hardware reality check.

Rachel Goldstein
Rachel Goldstein
Dev Tools Editor
5 hours ago·1
Cloud & Infra · Release

ZLUDA 6 Arrives: What a Return to Hobbyist Status Means for CUDA Translation

The translation layer can run unmodified CUDA binaries on AMD and Intel GPUs, but its new direction changes the enterprise calculus.

Ji-ho Choi
Ji-ho Choi
Security & Cloud Editor
4 hours ago·2
Dev Tools · Article

Structural Typing vs. Domain Integrity: Parsing in TypeScript

Stop validating strings repeatedly. Use nominal type branding to enforce domain invariants directly in the TypeScript compiler.

Lenn Voss
Lenn Voss
Cloud & Infrastructure Writer
7 hours ago·1

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