Accidental Entrepreneurship in Silicon Valley Source: Yuanhe Puhua (ID: yuanhepuhua) — Image source: Midjourney In 2012, I was invited to write a year-long entrepreneurship column for the alumni magazine Shuimu Tsinghua. I recalled my startup experiences in the U.S. (OmniVision Technologies) and China (Spreadtrum Communications), summarizing the first half of
The Viral “Steal Sugarcane” Phenomenon Recently, a 9.9 RMB “steal sugarcane” experience has exploded in popularity online. For just 2.99 RMB entry, visitors can step into a sugarcane field in Meishan, Sichuan to enjoy a playful FarmVille-style thrill — sneaking among the cane rows, dodging staff role-playing as “catcher
# I. Project Background Overview ## Digital Transformation Context Enterprise digital transformation has entered **deep waters** — business systems are increasingly complex. **Microservices**, **containerization**, and **cloud-native** architectures are now mainstream. While they bring agility and resilience, they also introduce **unprecedented internal dependencies**. A single user request may traverse **dozens or hundreds of services*
# Enterprise AI Agents: From Pilot to Real Results SaaS often struggles with the “last mile.” But when AI Agents are misused, problems can arise in *every* mile. By **2025**, enterprise AI Agent adoption is reaching its **inflection point** — companies are moving from “testing” to “deployment,” shifting focus from technical narratives
Empathy-Driven Platforms: You Build It, Let’s Run It Together This talk draws on lessons from both pop culture and decades of software engineering practice to explore how empathy, collaboration, and shared understanding between platform and product teams can transform productivity and outcomes. --- 1. The Hero Analogy — Power in
 # **Xinzhi Yuan Report** ## **[Xinzhi Yuan Guide]** **How Can AI Without Long-Term Memory Complete Complex Tasks Lasting for Hours?** Anthropic has designed a **more efficient framework** for running long-term agents, enabling AI to progress **incrementally** through multi-hour tasks — much
DeepSeek-V3.2 Release Overview DeepSeek-V3.2 (via Hacker News) — DeepSeek has released two new open-weight (MIT licensed) models: * DeepSeek-V3.2 * DeepSeek-V3.2-Speciale Key facts: * Both models: 690GB in size * 685 billion parameters * Technical report (PDF) available * DeepSeek-V3.2 is now the flagship model — live at chat.deepseek.com --- Model
ByteDance and ZTE Launch AI Smartphone — But the Real Prize Is AIOS ByteDance and ZTE barely announced their partnership before releasing their first-generation AI smartphone, priced at 3,499 yuan. The Key Selling Point The phone integrates ByteDance’s self-developed large-model Agent service. * ByteDance told Yicai the Doubao Phone Assistant
Qingrui Intelligent Secures Over RMB 2 Billion in Series C Funding Qingrui Intelligent, a leading domestic AI chip developer, has completed its Series C financing round, raising more than RMB 2 billion. Lead Investor: * Beijing state-owned enterprise Jingneng Group Participating Investors: * Beichuangtou * CICC Investment * Wuyuefeng Sci-Tech Innovation * Chengdu Sci-Tech Innovation
🚀 VLA Model Performance Soars by 300% 90% of Training Data Now Generated by a World Model — for the First Time A domestic world model developer has achieved a breakthrough in embodied intelligence — and has open-sourced all model code and training frameworks. --- The Data Bottleneck in Embodied Intelligence The biggest
Doubao Mobile Assistant Review — A Glimpse Into the AI-Driven Smartphone Future Just after Double 11, while staring at my Huabei bill in deep thought, I couldn’t help but want to complain about the “inhuman” experiences during those intense shopping days. Furnishing my home meant price-hopping between Taobao, JD, and
Introduction — The Power and Mystery of Modern AI Assistants The first time most people interact with an AI assistant like ChatGPT or Claude, there’s often a moment of genuine surprise. Unlike basic keyword matchers or canned-response bots, these systems can: * Write essays * Debug code * Explain complex concepts * Hold conversations