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

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.
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