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Liquid AI's d1 decision model adds vision at a fraction of frontier cost

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Liquid AI@liquidai

Announcing d1 with vision. 👁️👁️ Our first decision model now supports images, text or both as inputs. We tested d1 against GPT-6.1 Sol and Claude Opus 5.5 on six real applications, from filtering support tickets to inspecting circuit boards. d1 matches or beats GPT-6.1 Sol on four of them. It costs 19x to 200x less than both models and answers significantly faster on every task. > probabilities for yes/no, choice, or score questions > one forward pass, without generating tokens > text decisions in 200 to 300 ms > Liquid API: https://t.co/HxYWoaUnAU 🧵

Why it matters

A small classifier-style model that returns yes/no or score probabilities in one forward pass. For ticket triage or inspection steps in an pipeline, it could replace costly frontier calls with much lower latency and cost.

Terms in this piece · Glossary
  • token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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