Scaling Laws Revisited: Beyond Chinchilla

Our empirical findings on optimal compute allocation for dense transformers at the 1T parameter scale.

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The design system, typography, and layout are fully wired. Swap in real content (or hook up MDX) without touching the presentational layer.

The stack

• Next.js 15 (App Router)
• Tailwind CSS with Silkon design tokens
• Framer Motion for micro-interactions
• Industrial/metallic copper + steel theme

“Rigor first. This is backed by measurement.”

Next steps

Replace the placeholder with real MDX content, or render from a CMS. The typing and styling are production-ready.