Imagine asking an advisor a simple yes-or-no question, and getting a 4-page philosophical essay back.
That has been the frustrating reality of using generative LLMs for pure decision-making. We burn massive compute and latency just waiting for a chatty model to generate words, when all we need is a calibrated probability.
Liquid AI just flipped the script with d1, a dedicated decision model built strictly for structured choices.
Instead of generating tokens, d1 takes your context and typed questions, then returns precise, calibrated probabilities across outcomes in a single call. Zero output tokens generated. Zero fluff.
For high-stakes enterprise use cases like real-time fraud detection, underwriting, or algorithmic routing, this is a massive leap in efficiency, slashing latency and compute costs.
Sometimes, the smartest AI is the one that speaks the least.
🔗 Original Source & Reference: https://www.marktechpost.com/2026/09/29/liquid-ai-releases-d1-a-decision-model-that-returns-calibrated-probabilities-with-zero-output-tokens/
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