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What is Strands Decider?

The Strands Decider is an efficient and agile decision-making framework, categorized as a System One model, specifically designed for applications in agency-driven AI. Unlike traditional language models that generate arbitrary text, this approach focuses on selecting from a predetermined set of options and efficiently answering yes-or-no questions or evaluating inputs on a ranked scale. Each decision rendered by the Strands Decider comes with a well-calibrated confidence score, which not only facilitates the swift handling of standard decisions but also allows for uncertain situations to be referred to a more advanced model or a human for in-depth examination. The first version of this model, named strands-decider-2B, consists of 1.9 billion parameters and is based on the Qwen3.5-2B-Base architecture, incorporating a refined pointer head instead of traditional language generation features. It executes evaluations in a single forward pass, thus bypassing the need for text generation or complex decoding processes. This model supports various types of decision-making, including option selections, noul for probability evaluations, and score for assessments on an ordered scale. Engineered for a wide range of purposes, it effectively aids in model routing, tool selection, validation of tool arguments, request triaging, establishing safety and grounding protocols, policy classification, and offering cost-effective evaluations, significantly broadening its applicability across numerous AI-driven tasks. Consequently, the Strands Decider stands out as a versatile tool that enhances operational efficiency in diverse AI workflows.

What is Liquid d1?

d1 is the first decision model introduced by Liquid AI, which offers answers to structured questions about a given situation by utilizing probabilities rather than generating text responses. This innovative model efficiently processes unstructured data, such as textual and visual inputs, along with one or more inquiries in a single, cohesive forward pass, yielding probabilities without producing traditional output tokens. It supports three specific question formats: noul for simple yes-or-no choices, choice for selecting from a set of labels with their corresponding probabilities, and score for evaluating inputs on a ranked scale using probability metrics. Additionally, d1 is capable of processing multiple questions at once within a single query, thereby boosting its effectiveness in real-time decision-making scenarios. Liquid AI demonstrates the versatility of d1 across various applications, including the filtering of support tickets, exploring code repositories, intelligently categorizing documents into folders, managing websites, summarizing agent context, inspecting industrial parts, and even participating in games based on screenshots. This wide array of applications showcases not only the model's adaptability but also its potential to transform decision-making processes across different industries, emphasizing a notable leap forward in the realm of decision-making technologies.

Media

Media

Integrations Supported

Strands Agents

Integrations Supported

Claude Opus 5.5
GPT-6.1 Sol
Hugging Face
OpenRouter
Vercel

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

Free
Free Version
Free Trial Offered?

Supported Platforms

Mac
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars

Company Facts

Organization Name

Strands Labs

Company Location

United States

Company Website

github.com/strands-labs/strands-decider

Company Facts

Organization Name

Liquid AI

Date Founded

2023

Company Location

United States

Company Website

www.liquid.ai/blog/d1-decision-model

Categories and Features

AI Decision Models

Not specified

Categories and Features

AI Decision Models

Not specified

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