@SurplusRH

Onchain inference, priced like a surplus. One API key → every LLM, paid in USDG on Robinhood Chain. 0xe1838f0dff03a9327dea87b2a2285850791297ec

surplusllm.com
Joined October 2026
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134Media

Inference is Leaving the Data Center

For ten years "AI infrastructure" meant one thing: bigger data centers. Train in the cloud, serve from the cloud, send every request back to a hyperscaler.

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How the Surplus Launchpad Turns Open Models into On-chain Inference

0xJeff put it plainly this week: onchain AI might accelerate 10x+ by the end of this year. Inference teams are posting new highs every week, while the sector's valuations stay compressed.

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Surplus Ecosystem Update

Two weeks ago, Surplus was one API key for every model, settled on Robinhood Chain. Today it is also a launchpad where builders ship their own models, a payment rail for agents, and a model supplier f…

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Before you ask what Surplus is, here's the full picture: what it does, where the discount comes from, and what's live versus planned. A 5-minute read.

Inference Should Have a Market Price

Every model, one key, below list price. Settled in USDG on Robinhood Chain.

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