Building a restaurant telephony AI host with Amazon Connect

（翻译）使用 Amazon Connect 构建餐厅电话 AI 接待员

Learn how to build a voice ordering system for restaurants that answers a phone call and takes an order end to end, with no app, no website, and no sign-in. It uses Amazon Connect for telephony, Amazon Connect Agentic Voice for real-time speech, an Amazon Connect AI agent for reasoning, and Amazon B

Decoupling Internal Representational Changes and Causal Importance in Fine-Tuned Large Language Models

（翻译）解耦微调大语言模型中的内部表征变化与因果重要性

Abstract page for arXiv paper 2609.21113: Decoupling Internal Representational Changes and Causal Importance in Fine-Tuned Large Language Models

Clarification Is Not Correction: LLMs Fail to Let Go

（翻译）澄清不是纠正：大语言模型无法放手

Abstract page for arXiv paper 2609.25337: Clarification Is Not Correction: LLMs Fail to Let Go

Same evidence, different judgments: Evidence noncommutative in vision/speech-text conflicts

（翻译）相同证据，不同判断：视觉/语音-文本冲突中的证据非交换性

Abstract page for arXiv paper 2609.26986: Same evidence, different judgments: Evidence noncommutative in vision/speech-text conflicts

Deploying real-time personalized speech with Qwen3-TTS on Amazon SageMaker AI

（翻译）在 Amazon SageMaker AI 上使用 Qwen3-TTS 部署实时个性化语音

Deploy the publicly available Qwen3-TTS-12Hz-1.7B-Base text-to-speech model from Amazon SageMaker JumpStart to a fully managed, real-time endpoint, and clone a voice from a short reference clip. Cross-lingual cloning preserves the speaker's identity across languages.

AI 聊天机器人会成为意识形态回音室

Solidot是至顶网的科技资讯网站，主要面对开源自由软件和关心科技资讯读者群，包括众多中国开源软件的开发者，爱好者和布道者。口号是“奇客的知识，重要的东西”。

晕…这年头还有说人话的AI不

Route-Verify-Vote: Procedure-Conditioned Self-Consistency for Mixed-Domain Reasoning

（翻译）Route-Verify-Vote：用于混合领域推理的过程条件自一致性

arXiv:2610.08814v1 Announce Type: new Abstract: Compositional generalization remains challenging when language models must combine familiar reasoning operations in unfamiliar ways. The Scenario-Based Commonsense Reasoning Evaluation (SCoRE) 2026 tests this ability on three mixed domains absent from

Plan-and-Patch: Diffusion Language Models for Agentic Planning

（翻译）Plan-and-Patch：用于智能体规划的扩散语言模型

Abstract page for arXiv paper 2610.10786: Plan-and-Patch: Diffusion Language Models for Agentic Planning

How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense

（翻译）叙事包装如何影响 LLM 拒绝：跨语言基准与防御

Abstract page for arXiv paper 2610.11005: How Narrative Wrapping Affects LLM Refusal: A Cross-Language Benchmark and Defense