云启资本

Ten Tech Industry Developments Worth Watching | "Cloud News · Business Bulletin Board"

Innovation in science and technology, and the incremental progress of industrial development, are driving improvements in the quality and efficiency of both production and daily life.

Exploring Forward in a World with Open-Source Communities: There Will Be Challenges, But It Will Be Worth It | Riding the AGI+ Wave

More, Bigger, Better, More Valuable Open-Source Communities

Yunqi Capital's Ma Chengyu Named to PEDaily's TOP100 Investors List

Focus on the long term and keep digging deeper.

How Does Complexity Produce Simplicity Behind "Emergence"? | Yunqi Science Chat --- The term "emergence" has become something of a buzzword in recent years. From the sudden "awakening" of large language models to the spontaneous order seen in flocks of birds, emergence seems to describe a magical leap — where countless simple individuals, through interaction, produce complex intelligent behavior. But is emergence really that mysterious? In this episode of *Yunqi Science Chat*, we want to flip the question around: **not how simple produces complex, but how complex produces simple.** This reversal reveals a deeper truth about emergence: the complex behaviors we observe often stem from surprisingly simple underlying rules. The complexity is in the eye of the beholder; the simplicity is in the mechanism. ## The "Simple" Side of Emergence Take Conway's Game of Life, the classic cellular automaton. Each cell follows just two rules: a live cell with two or three neighbors survives; a dead cell with exactly three neighbors comes alive. That's it. Yet from these two rules emerge gliders, oscillators, self-replicating structures — even universal computers. The emergent complexity is staggering

To solve the biggest problem, start by seizing the smallest clue.

How Close Are We to "General-Purpose Robots" With Large Models? | Riding the AGI+ Wave

Large language models: This can't be all on me.

Yunqi Capital Once Again Named to FOFWEEKLY's "GP Soft Power" Rankings | Yunqi Capital News

Innovate and iterate, keep moving forward.

Yunqi AGI × WAIC2023 | Three New Opportunities for Large Model Deployment ## 01 In 2023, large language models have become the hottest topic in tech and investment circles. At this year's World Artificial Intelligence Conference (WAIC), discussions about large models were everywhere. From B2B to B2C, from infrastructure to applications, from text to multimodal — the entire ecosystem is being reshaped. But beneath the excitement, a critical question looms: where exactly are the real opportunities for large model deployment? At the WAIC Yunqi Capital AGI Forum, we invited entrepreneurs and investors at the forefront of large model development to share their perspectives. Through in-depth conversations, we identified three emerging opportunities that deserve attention. ## 02 Opportunity One: Vertical Industry Models The consensus among panelists was clear: general-purpose large models are important, but vertical industry models represent the more immediate commercial opportunity. Why? Because general models, while capable of many tasks, often lack the depth required for professional scenarios. In fields like healthcare, finance, and legal services, domain expertise — specialized knowledge, compliance requirements, workflow integration — creates significant barriers to entry. As one entrepreneur noted: "A general model might score 60 points on a

And, Yunqi Capital's AGI+ portfolio has added these new products —

Three Months, 300 Plugins: What Kind of Ecosystem Is ChatGPT Building? | Yunqi Tech Talks

Before finding the next explosive growth point, you first need to ensure information security, balanced performance, and system stability.

Manycore Tech Unveils "Kujiale AI," Cloud Design Sector's First Self-Developed AI Model | Cloud News · AGI Product Suite Update

The First AIGC Product in the 3D Cloud Design Space Built on a Self-Developed AI Model

The Life of Goodenough, A History of the Lithium Battery Industry | Yunqi Capital Science Talks

He didn't start researching lithium batteries until he was 54, and kept working until he was 100.

Vol.18 The Non-Sci-Fi Story of Brain-Computer Interfaces: From Top-Tier Hospitals to Home Bedrooms, How Many Steps to Rebuild Prefrontal Order? | A Conversation with Ximing Wang of Kongshan Ci

Vol.17 48-Hour Xiaohongshu Hackathon Hit: How an AI-Native Product That Broke the "Retention Curse" Was Built --- Two weekends ago, I participated in a 48-hour hackathon hosted by Xiaohongshu. Our team of four built an AI-native product from scratch — no code, no design background between us — and ended up winning the "Most Popular" award. The product? A voice diary app called **"Echo"** that uses AI to turn fragmented daily moments into serialized, episodic "life podcasts." Think *This American Life*, but starring you. What surprised me wasn't that we won. It was that people kept using it *after* the demo. Here's the dirty secret of AI hackathons: most projects die the moment judges stop clapping. The "retention curse" is real — users try your GPT wrapper once, say "neat," and never return. We broke that pattern. Our daily active user rate among beta testers hit 34% in week one, which for a hackathon product is basically unheard of. How? Three deliberate choices we made against hackathon orthodoxy. **First, we refused to build a chatbot.** The default AI product in 2024 is still "talk to a large language model." We explicitly rejected this. Chat interfaces create *performance anxiety* — users feel pressure to ask the "right

Vol.16 Tsinghua Entrepreneur-Scientist Huazhe Xu: From Intelligent "Hatching" to Home Embodiment, Stubbornly Chasing Originality in the AI Wave

Vol.15: The Post-'98 Founder Who Built a $20M Business in Two Years — On Building an AI That Talks Back | A Conversation with Kicker's Founder

Vol.14 OpenClaw Is Just the Beginning: Are Agents Reinventing the Company? | A Conversation with Happycapy's Founder

Vol. 13 The Smarter AI Social Gets, the More Human We Become Like NPCs? A Conversation with a Former Otome Game Writer and AI Social Entrepreneur on Relationships and AI

Vol.12 Cuflow Yang Bolin: Gen Z Founder Building AI Products — Have Investor Standards Changed? | Y Transformers

Vol.11 AI Translation Pushed to the Extreme: Where Innovation Begins — The Product Logic Behind a New Hit and Its Overseas Expansion "Playbook"

Vol.10: Do Robot Woks Make Pre-Made Meals? A Conversation with Geng Kaiping of ZhiGu TianChu

Vol.09 How Should Search Engines Work in the Agent Era? A Conversation with Yu Chen and Zhiheng Du on AI "New Infrastructure"