AI news
LibrePods: Unlocking AirPods Features for Android & Linux GitHub Repository LibrePods is an open-source project that brings Apple AirPods’ exclusive features to Android and Linux, bypassing Apple’s ecosystem restrictions. Supported Devices * AirPods Pro (2nd gen) — fully supported * AirPods 3rd gen — all features except heart rate monitoring * Other models — basic
AI news
Introduction: The Shift to Full-Modality AI Multimodal AI is evolving from single-perception systems toward integrated vision, audio, and text processing — the era of full-modality large models (Omni-models). However, evaluation systems lag behind: * Tools are scarce, fragmented, and English-centric * Limited support for Chinese-language scenarios * Some datasets fail to require actual multimodal
AI news
# Diffusion Models in Code Generation: How They Differ from Autoregressive Approaches ## Introduction Developers often spend more time **editing, refactoring, and debugging** code than writing it from scratch. Code creation is rarely a linear, uninterrupted process — instead, it’s an **iterative cycle** of refinements. You might: - Draft part of a
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# Benchmarking AI Coding Models: GPT‑5.1 Codex vs. Claude Sonnet 4.5 vs. Kimi K2 Thinking Author: **Editor | Listening to the Rain** --- ## Overview The market is saturated with AI models capable of writing solid code—**Sonnets**, **Haiku 4.5**, the **Codex series**, **GLM**, **Kimi K2 Thinking**, **GPT‑5.
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AI-Generated Country Song Tops Billboard: A Wake-Up Call for the Music Industry Recently, while browsing overseas music media, I stumbled upon a breaking story causing uproar in the country music scene. U.S. country music culture site Whiskey Riff published a sharply worded article titled: > "An AI-generated country
Growth & SEO
# Sun Sida: How a 29-Year-Old Built China’s Leading Corn Chip Brand  At just **29 years old**, Sun Sida stands out as an unusual case in entrepreneurship. Born in 1996, he already boasts **a decade of entrepreneurial experience*
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Former Meta Researcher Tian Yuandong Publishes New RLVR Findings Former top researchers from Meta continue to produce influential work after leaving the company. This time, Tian Yuandong and his team tackle a puzzling question in large-scale reinforcement learning (RL) for language models: > Why does RL training yield significant performance
Production AI
Dev Proxy v1.3.0 — Key Updates from Microsoft 365 Development Team The Microsoft 365 development team has released Dev Proxy v1.3.0, delivering major upgrades for debugging, testing, and API monitoring. This version features: * Two new plugins: * HAR File Generation — standardized network tracing * OpenAI Usage Tracking — monitor AI
AI news
The Next Journey of AI: Industry Leaders Call for “Scenario is King” When the giant ship of the AI era sails into deeper waters — who is at the helm? Who is on the lookout? Today in Zhongguancun, 600 participants from research, industry, and investment sectors gathered together. Among them: * Yao
AI news
Summary Last week, Anthropic researchers claimed to have observed the “first AI-coordinated cyberattack operation.” The incident targeted dozens of victims and reportedly involved attackers using Anthropic’s Claude AI tool. External cybersecurity experts, however, voiced skepticism about the significance and novelty of these claims. --- Key Incident On Thursday, Anthropic
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# Frontend Issues but Always “User Not Found” *A Deep Dive into Troubleshooting with Sentry* ## Background At a mid-sized company, our team maintained a **SaaS system** for C-end customers. We released product updates every **two weeks** and regularly gathered feedback via customer service. Before long, a recurring but puzzling issue emerged:
AI Content Creation
52 People, One AI PPT Tool, Annual Revenue Exceeding $100 Million In Silicon Valley’s AI scene, where most companies chase growth by burning cash in 2025, one company has defied the trend — making billions from doing PPTs. That company is Gamma. Gamma boasts 70 million users and is firmly