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QVAC SDK 0.14.0 is live. This release makes the on-device stack faster on mobile, ships the developer-agent path, and takes local text-to-speech to 31 languages. Main highlights: - OpenCode and OpenClaw. The first official OpenCode plugin, plus a maintained OpenClaw compatibility path, both built on managed mode and qvac serve. Point a coding agent at a local model with far less setup and far fewer surprises. - Brain-computer interface transcription, on the SDK. Take recorded neural signal data and decode it into text, fully on-device, no cloud. Stream it in chunks through a simple API. In 0.14 it runs GPU-accelerated on iOS. - Text to Speech in 31 languages with our Supertonic3 upgrade. VOICE AND SPEECH - Supertonic3 multilingual TTS, 5 languages to 31. - Chatterbox and Supertonic now run on the Android GPU, with lower memory use (especially on iOS), quantized s3gen Chatterbox support, and a fix for Chatterbox occasionally emitting random speech. - Whisper transcription now runs on the iOS GPU. Parakeet runs on the Android GPU, with steadier real-time streaming. VISION AND OCR - VLM multi-tile batching: high-resolution Pan and Scan images are encoded in one pass instead of tile by tile, for faster vision throughput. - OCR on ggml (EasyOCR and DocTR) reaches full speed parity with the onnx path, across Metal, OpenCL, and Vulkan. PLATFORM AND RELIABILITY - Dynamic compute backends on Linux: one build picks the right backend at runtime, and opens the door to ROCm and CUDA support without per-backend builds. - Thinking tokens are kept out of the model context, so reasoning no longer fills the KV cache. SDK 0.14.0 is now leaner and faster to start. Let’s build.

Claude最近实在没法用了，Opus 4.8幻觉问题爆炸，还总是莫名其妙出现一些别人的信息串到我的对话里，整个周末我代码都被幻觉问题改崩了好几次，每次任务做到一半就会被各种带偏，用Codex修到今天才把坑全部修完。 忍无可忍了，重开了ChatGPT的200刀会员，重回Codex怀抱，坐等GPT-5.6。。。 而且有一说一，Codex的远程控制体验真的吊打Claude N个数量级。

GLM5.2的文学审美比ChatGPT强! ChatGPT 评估意见的最大风险不在具体建议本身，而在它的审美惯性。它的修订建议默认指向一种"冷硬轻"的小说美学：少解释、多场景、让读者自己感受、克制判词、母题替换为具体动作。这套美学对海明威 / 卡佛 / 麦克尤恩有效，但对《先知手记》是错的。

一个很实用的技巧 给家里老人拍一张正面照，再拍一张侧面照 丢给chatgpt，分析一下体态 可以告诉你，怎么预防，测试，治疗，体态带来的 这些完全可以通过理疗提早预防的 膝盖，腰间盘，颈椎，胸椎等等 退行病

📚 亚马逊电子书平台正在被 AI 淹没？ 最新数据显示：目前亚马逊上发布的新书中，约有一半已经是由 AI 生成的。 自 ChatGPT 问世后，AI 写书的数量呈现爆发式增长，如今已占据月度新书发布量的大半。内容生产的门槛几乎被彻底打碎。 当「写书」变得极度容易，真正稀缺的或许不再是内容本身，而是「值得被阅读」的内容。

大事！土区ChatGPT Plus 自从涨价后 身边好多朋友土区老账号弹出涨价后的标价，属实猝不及防 一直用土区开Plus就是图划算，这下优势要没？ 重点求证：咱们现有订阅，7月18号前会不会调价？ 专门开打卡追踪，今天第1天 Day01，每天同步真实账号价格， 后续也会持续更新账号扣费、续费规则、避坑办法，持有土区GPT的朋友别错过🤝

Xây dựng tài khoản 𝕏 thật của bạn, lộ mặt 🗣️ Nội dung xây dựng chất lượng Chất lượng xây dựng uy tín Uy tín xây dựng cơ hội Cơ hội tăng trưởng gấp bội 💰 Tăng trưởng hàng ngày 🤝 Chào anh em ngày mới, hợp tác vui vẻ😊

落盘这个词是哪里来的？哪个地方的人这么说？ ChatGPT 告诉我：更准确地说不是地域方言，而是中国大陆工程师圈子的行业黑话。后端、DBA、存储、运维、基础架构、安全这些方向说得更多；前端圈也会用，但频率低一些。😂