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Apriel Voice 27B Preview 是一个开源语音-语言模型，基于 Gemma 4 26B-A4B 后训练检查点构建，通过两阶段训练将语音理解、推理与工具调用统一到共享推理骨干中，并在 Big Bench Audio、Speech-BFCL 和 τ-Voice 等基准上取得有竞争力的成绩。
A hands-on first look at Apple's $149 HomePod Mini 2, highlighting a much faster Siri and snappier smart home response thanks to the S10 chip and Wi-Fi 6E, a gorgeous new green color, plus one disappointment regarding the yet-to-arrive Siri AI upgrade.
Ronie 是一个免费开源的 AI 智能体，专为 Ray-Ban Meta 智能眼镜打造，支持语音唤醒、视觉感知、控制电视和笔记本，并能记住用户生活记忆，无需订阅即可运行。
Rivian将扩大与大众集团58亿美元的合资公司范围，向大众授权其AI语音助手技术，该技术可能首度搭载于大众低成本电动车ID EVERY1上。
ServiceNow 释放了 Apriel Voice 27B 预览版，一个基于 Gemma 4 骨干的开源语音-推理-工具调用模型，支持语音理解、多模态上下文和函数调用，可搭配外部语音合成器构建语音助手。
Amazon is rolling out new capabilities to its AI shopping assistant, Alexa for Shopping, allowing users to create, edit, and move items between grocery lists and gift registries, update delivery instructions, and manage recurring deliveries in the US.
Amazon added over 100 new shopping-related capabilities to Alexa, letting users manage shopping lists, subscriptions, delivery instructions, and Prime or payment issues ahead of the holiday season.
ServiceNow AI presents Apriel Voice 27B Preview, an open speech-language model built on Gemma 4 26B-A4B that unifies speech understanding, reasoning, and tool use in a shared backbone, trained with a two-stage procedure and online distillation to reach 98.90 on Big Bench Audio and 81.13 on Speech-BFCL with 1.91s mean latency.
Amazon unveiled its fall 2026 Echo lineup, including the thinner Echo Show 16, an upgraded Echo Dot with a built-in smart home hub, the Alexa Photo Frame, and a camera-equipped Echo Studio, all featuring the new Omnisense fusion platform and Alexa Plus.
Amazon announced the Echo Studio with Home Camera ($249.99), adding a built-in room-monitoring camera and audio features like Advanced Room Adaptation, alongside an updated Echo Dot with the new AZ3 chip, a fourth microphone, and a built-in smart home hub supporting Zigbee, Matter, and Thread.
Amazon 发布首款专用数码相框 Alexa Photo Frame，售价 199.99 美元起，集成 Alexa Plus 语音功能，可智能挑选并展示照片、支持语音留言，且不会展示广告。
Empacer 是一款面向小企业主的语音优先 AI 助手，只需在设置时回答三个问题，即可将口述请求转化为客户回复、社交帖文、发票等现成成果，且所有内容需经所有者批准后才会发送。
Greenlight 为 Family Hub 数字壁挂日历加入自研语音助手，将其从家庭日历扩展为集日程、家务、儿童理财与位置追踪于一体的全能家庭管理中枢。
Google is bringing its conversational Gemini voice assistant to Apple CarPlay, letting US drivers use hands-free, multi-step navigation queries in Google Maps. The global rollout is planned, though CarPlay users may not yet get the recently announced Personal Intelligence features.
Alkove is an open-source (Apache-2.0) on-device voice front-end made of five tiny models (7.5 MB total) — a typed wake-word system, voiceprint-based speaker filtering, and personal VAD — running on a custom Rust inference engine with npm, pip, Android, LiveKit, and Pipecat packages, aimed at reducing false wake-ups and cross-talk before STT in local voice assistants.
Yelp is rolling out 'Check for Me,' an AI voice agent that calls restaurants on a user's behalf to check wait times, alongside an updated AI assistant with OpenTable integration, personalized reminders, custom lists, and a paid Smart Lead Reply product for businesses.
VoiceManager 是一个低延迟的流式语音到语音（STT/TTS）本地服务器，通过单一 WebSocket 进行流式传输，支持带打断（barge-in）的多轮对话；HermesConsole 则是一个 LCARS 风格的 Kotlin 客户端参考实现，展示唤醒词、流式语音回复、工具调用及会话上下文保持等功能，采用 MIT 协议开源。
Grok Bot can now be set as your iPhone's Action Button, letting you press it to talk with the bot directly. The update brings voice interaction with Grok Bot closer to everyday use on iOS.
开发者分享了自己用 Python、Gemini 和插件系统打造的 Windows 语音助手 'Milo' 的构建经验，包括应用启动索引、可打断对话、后台加载优化、免费 API 限额以及给涉及资金操作设置硬性安全边界的心得。
A practitioner shares the layered guardrail architecture that keeps their AI voice receptionists for clinics from hallucinating prices, giving advice, or looping during calls, including fallback lines, escalation rules, and a 25-call pre-launch test script.