# Liquid AI Releases d1: A Decision Model That Returns Calibrated Probabilities With Zero Output Tokens

> **Publication**: aitalky (Independent AI Journalism)
> **Canonical Citation URL**: https://aitalky.vercel.app/news/liquid-ai-releases-d1-a-decision-model-that-returns-calibrated-probabilities-with
> **Original Source**: [MarkTechPost](https://www.marktechpost.com/2026/09/29/liquid-ai-releases-d1-a-decision-model-that-returns-calibrated-probabilities-with-zero-output-tokens/)
> **Author**: Asif Razzaq (undefined)
> **Published Date**: Tuesday, September 29, 2026
> **Category**: CULTURE
> **Tags**: News, MarkTechPost, AI

## Executive Summary
Liquid AI has released d1, a decision model built for structured choices instead of text generation. You give it context and a set of typed questions. It returns calibrated probabilities across a fixed set of outcomes in a single call, with zero generated toke



## Full Coverage
Liquid AI has released d1, a decision model built for structured choices instead of text generation. You give it context and a set of typed questions. It returns calibrated probabilities across a fixed set of outcomes in a single call, with zero generated toke

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