Growth & SEO
# Product Demand-Desire Model: **How to Build a Great Product**  We are republishing a previously popular article — [**Product Demand-Desire Model: How to Build a Great Product?**](https://mp.weixin.qq.com/s?__biz=MjM5NjM5MjQ4MQ==&mid=
AI news
Claude Opus 4.5: Anthropic’s Most Powerful AI Model Yet In the early hours of November 25, Anthropic unveiled Claude Opus 4.5, its most advanced AI model to date. The company claims this release delivers state‑of‑the‑art performance in software engineering tasks, raising the stakes against
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Living in the Age of Black-Box AI We live in an era dominated by black boxes — systems we call AI. For decades, the contract was simple: We feed AI massive amounts of data, and it gives us magic back — recommending the next song, recognizing cats with 99% accuracy, or
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Interview with Maor Shlomo — Founder of Base44 > "What’s the biggest delusion among cutting-edge AI startups today?" > "Thinking they actually have a moat." > — Maor Shlomo, founder of Base44 --- Background — From Launch to $80M Acquisition In June 2024, the Vibe Coding product Base44
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Anthropic Launches Claude Opus 4.5 — Most Powerful Model Yet for Programming Benchmark: SWE-bench comparison chart --- 🚀 Benchmark Highlights Claude Opus 4.5 scored ahead of competitors across multiple tests: * SWE-bench Verified: 80.9% * (GPT-5.1: 76.3%, Gemini 3 Pro: 76.2%) * Terminal-Bench 2.0: 59.
Production AI
Introducing Advanced Tool Use on the Claude Developer Platform Read the original post → --- Overview The next generation of AI Agents will need to integrate with hundreds or thousands of tools — from developer IDE assistants with Git, package managers, testing frameworks, and deployment pipelines, to operations coordinators managing Slack, GitHub, Google
AI news
# Claude Opus 4.5 — Setting a New Benchmark in AI Engineering **Two hours of intensive engineering tasks — the model scored higher than every human participant.** --- ## 🚀 Introduction Just announced: **Claude Opus 4.5** — focused on **coding**, **agent capabilities**, and **computer use**. 
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Nano Banana Pro: Creative AI Applications in Action Nano Banana Pro is gaining attention again — this time for innovative ways to combine its image generation capabilities with other tools, producing results that are engaging, visual, and highly shareable. --- Turning Research Papers into Comics Tian Yuandong's Approach AI expert
Growth & SEO
 # Users Will Never Pay for Inefficient Operations --- ## Introduction: The End of the Golden Age of E-Commerce The golden age of e-commerce — fueled by **traffic dividends** — is over. Efficiency is now the new core of competition.
AI news
Mercedes-Benz: Defining the Electric Performance Era Mercedes-Benz has always been a brand capable of defining what a “car” truly is. More than a century ago, founder Karl Benz invented the modern automobile. Today, AMG sets the benchmark for performance, while Maybach defines luxury. Many domestic brands consciously or
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Why You Can’t Find Real Experts on LinkedIn The Problem: Even with 1,000+ LinkedIn connections, finding a true expert when you need one is surprisingly difficult. Most valuable knowledge lives in private channels — group chats, internal docs, Slack threads. The professionals with the deepest insights often aren’t
Production AI
AICon Beijing 2025 — Intelligent Multi-Agent Diagnostics Date: 2025-11-24 13:41 (Beijing) Explore the core of Alibaba Cloud’s Intelligent Diagnostics system and decode the practical path for multi-agent collaborative troubleshooting. --- Event Overview Dates: December 19–20, 2025 Location: Beijing Theme: Exploring the Boundaries of AI Applications