AI news
GitHub Adopts Hybrid Post‑Quantum SSH Key Exchange GitHub has rolled out a post‑quantum secure key‑exchange algorithm for SSH — a significant step toward protecting future communications against quantum computing threats. Key Update Details * Algorithm: `sntrup761x25519-sha512` (hybrid key exchange) * Activation Date: 17 September 2025 * Coverage: GitHub.com and most
AI news
Zed: From Coding Editor to Full Company Office Suite Zed has transformed from a high-speed coding editor into a full-fledged “Office suite” for the entire company. Yes — the fastest editor in the world is now the company’s daily workspace! Unlike companies that put up motivational posters or hold endless
AI news
From Dataset Doubt to Instant Insight Every analyst knows the feeling: you open a dataset in your catalog, scroll through the columns, and wonder: “Is this even the data I need?” Until now, answering that meant writing exploratory SQL, checking lineage, or tracking down documentation. With the new Sample Data
Growth & SEO
Google Search Anti-Spam Policy: Protecting Users from Deceptive Content Google users expect the best, most relevant results — without wading through spam. Our anti-spam policy exists for one reason: to safeguard users from low-quality, deceptive, and fraudulent content, as well as the shady tactics used to promote it. --- Collaboration with
AI news
Baidu World Conference 2024: A Shift in Focus and Philosophy From a personal demeanor standpoint, Robin Li seemed more relaxed than in previous years. From a business perspective, Baidu appeared to have intentionally narrowed its strategic focus. As a long‑time attendee of the Baidu World Conference, I immediately sensed
AI news
 --- # Datawhale Insights ## AI Agent Frameworks: Building Reliable Intelligent Applications To help learners start systematically, we’ve launched a series on AI agents: [**Hello-Agents Project Released — Learn Agents from Scratch**](https://mp.weixin.qq.com/s?__biz=MzIyNjM2MzQyNg=
AI news
VisionWeaver & VHBench-10 — Root Cause Diagnosis for LVLM Hallucinations Date: 2025-11-14 · Location: Shanghai The Bilibili User Technology Center has unveiled VisionWeaver and its diagnostic benchmark VHBench-10, offering a new paradigm for understanding and tackling hallucinations in large vision-language models (LVLMs). --- 📖 Preface For years, we’ve known LVLMs can misinterpret
AI news
Quantum Bit｜QbitAI Breaking the Bottleneck in Video Retrieval Current video retrieval research has reached a closed-loop bottleneck: For years, narrow-domain benchmarks like MSRVTT dominated, optimizing models for coarse-grained text queries. This led to: * Biased training data * Limited capabilities * Poor handling of fine-grained semantics * Weak long-context understanding * Inability to handle
AI news
Go 1.25: Introducing the Green Tea Garbage Collector Go 1.25 debuts a new experimental garbage collector, code-named Green Tea, delivering up to 40% faster performance for GC-intensive workloads compared to the current implementation. --- How Green Tea Works Green Tea retains Go’s mark-sweep strategy, but changes the
AI news
Improving Frontend Design with Claude Skills If you’ve ever asked a large language model (LLM) like Claude to quickly produce a web page — industry slang: “landing page” — chances are you’ve seen the same tired formula: * Inter font * White background with a purple gradient * Optional and forgettable animations Why
Production AI
## Key Takeaways - **Semantic caching** — a **Retrieval-Augmented Generation (RAG)** technique — stores queries and responses as **vector embeddings** for reuse. - Improves **efficiency** by avoiding repeated large language model (LLM) calls. - Case study: failure ➡ production success through **7 bi-encoder models**, **4 setups**, **1,000 banking queries**. - **Three model types*
AI news
🎯 NeurIPS’25 Oral — InfinityStar vs. DiT A new NeurIPS’25 Oral paper from the ByteDance Commercialization Technology Team delivers a strong challenge to the Diffusion Transformer (DiT), which has long dominated video generation. --- Background — DiT’s Dominance and Drawbacks Ever since its debut, DiT has been the standard in