ReadingResearchRadarInvestment framework
Sign in / Sign up
← Back to reading
NewsTopic · Strands决策模型1 min read·2026-10-02DisconfirmAI Editorial

Amazon open-sources a small decision model to cut agent workflow cost and latency

The decision-model field is crowding fast; Amazon's entry confirms demand for cheaper agent workflow steps, with real-world results still unproven.

ImportanceLocalEvidenceE3 inspectableWrite-upQuick

Verified 2026-10-02 01:05 GMT+8

Amazon Web Services has open-sourced a small "decision model" that lets agent workflows make routing choices at low cost.

TechCrunch reported on October 1 that AWS's Strands Labs released Strands Decider 2B, fully open-sourced, available now, and small enough to run locally. Built on the torso of Qwen3.5-2B, it does not generate text; it picks among pre-decided options and delivers a confidence score. The project began as a side effort by distinguished engineer Marc Brooker, whose September 28 blog post says it briefly topped the Jevbench ranking for its size class.

The category took off after TypeSafe's Jev. TypeSafe CEO Diogo Almeida said the current batch of imitators seems "more like ML people wanting to implement a cool architecture," and that the hard part is keeping the models actually smart.

Sources

  • 原始出处brooker.co.za↗
Topic

Strands决策模型

AWS 的 Strands Labs 于 10 月 1 日开源了 Strands Decider 2B:一个约 19 亿参数、不生成文本、只在一组给定选项里做选择的“决策模型”(System 1 模型)。它基于 Qwen3.5-2B-Bas…

Sign in / Sign up
ReadingResearchRadarInvestment framework

4 steps0 piecesUpdated 2026-10-03 16:47

How it got here

  1. 2026-09-25JevBench v1.4.2 榜单发布,Strands Decider v19 在 2B 级别 33 个模型中排第 3;剔除 3 个略超 2B 的模型后为 30 个中第 1。
  2. 2026-10-01AWS Strands Labs 开源 Strands Decider 2B,权重上 Hugging Face(Apache-2.0),代码、训练脚本与示例上 GitHub。
  3. 2026-10-01技术细节公布:基于 Qwen3.5-2B-Base,去掉 LM head,换约 100 万参数 pointer head,rank-16 LoRA;v19 在 JevBench 公开集准确率 0.723,Brier 0.342,ECE 0.052,RTX 3090 中位延迟 115 毫秒。

What is still unsettled

  • Strands Decider 2B 何时进入 JevBench v1.5.4 等更新榜单,与 Mapika decider-2b v11 的差距是否稳定?
  • 官方公布的 confidence 与真实准确率的对应关系,是否有独立复现验证?
  • OpenAI Decisions API 从限量预览转为正式可用后,自托管与托管两条路线的取舍会如何变化?
Read the full topic →
Continue researching →