cloud cost
When Your Cloud Bill Spikes Without Warning If your cloud costs keep climbing and you can’t figure out why — it’s time to take a closer look. --- This Is Not a Flashy Story This isn’t about machine learning hype or serving hundreds of millions of users. It’
LongCat-Flash
LongCat-Flash-Omni — Next-Generation Open-Source Full-Modality Model Overview Since September 1, Meituan launched the LongCat-Flash series, beginning with LongCat-Flash-Chat and LongCat-Flash-Thinking, quickly gaining attention in the developer community. Today, the series expands with a new flagship addition: LongCat-Flash-Omni. Highlights: * Efficient Shortcut-Connected MoE architecture (including zero-computation experts) * Highly efficient multimodal perception modules * Speech
ReasonMed
**2025-11-03 12:01 Beijing** # Building a Million-Scale Medical Reasoning Dataset to Empower Small Models to Surpass Large Models   --- ## **Introduction** Reasoning Language Models (RLMs) have shown
AI and seniors
# Beijing – 2025‑11‑02 ## What Can Seniors Offer AI? ### **Their Unique Value in the Age of Artificial Intelligence**  We often assume seniors are *passive recipients* of new technology. In fact, over a lifetime they have cultivated **emotional intelligence*
React
React Foundation: Goals, Governance, and Community Vision Date: 2025-11-03 13:31 Beijing As the inaugural Executive Director of the newly established React Foundation, Seth Webster has a focused agenda: * Build higher-quality bootcamps * Provide better community services for React developers * Launch a merchandise store for React fans Originally published on the
AI architecture
# Redefining the Role of Architects in the AI Era **Date:** 2025-11-03 15:05 Beijing Over the past decade, architects have been regarded as the *"anchor of stability"* in internet companies.  
AI degradation
Good News: AI Is Getting More Useful Bad News: The More You Use It, The Dumber It Gets --- The Rise of AI Long-Term Memory Across the industry, AI vendors are investing heavily in long-term memory and ultra-long context storage so users can interact with systems more smoothly. But a
Grab
AutoMQ Integration at Grab’s Coban Team Date: 2025-11-03 14:59 (Beijing) --- Overview The Coban team is Grab’s real-time data streaming platform group. They maintain an ecosystem around Kafka, serving multiple business units by collecting, storing, and processing data streams. Key capabilities: * Entry point to Grab’s data
LLM security
# Two New Papers on LLM Security and Prompt Injection This weekend, two fascinating papers landed on my radar — both tackling **security for large language models (LLMs)** and **prompt injection vulnerabilities**. --- ## 1. Agents Rule of Two: A Practical Approach to AI Agent Security **Published:** October 31, 2025, on the [Meta
AIGC
# QCon 2025 – AIGC-Powered Visual Generation in E-Commerce *Date*: **2025-11-03 13:31 Beijing** *Speaker*: **Li Yan**, Head of Visual & AIGC Department, JD Retail *Editor*: **Kitty** *Planning*: **QCon Global Software Development Conference** --- ## Introduction In the wave of **AIGC (AI-Generated Content)** reshaping all industries, **visual generation technology** is becoming a key
Intel acquisition
Intel Eyes SambaNova in Renewed AI Chip Push Xinzhiyuan Report [Xinzhiyuan Lead] Intel strikes again! Facing the GPU’s dominance in AI computing, the chip giant aims to revive its AI ambitions. The AI chip battlefield is heating up once more. --- GPU Dominance and Market Pressure NVIDIA’s long-standing
LLM
# Context Engineering *Part of the “Machine Learning for Engineers” series*  **Previous recap:** *Vector Distance Metrics* --- ## Introduction: From Chatbot to Decision Engine Large Language Models (LLMs) have shifted from being **casual chatbots** to **core decision-making components** in complex