Articles

Research Reports on Store Visits and Guandan Mania: A Brutal Tale of Contemporary Finance Circles

Two metaphors.

暗涌Waves·

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.

云启资本·

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

Innovate and iterate, keep moving forward.

云启资本·

Networking Sessions, Forums, and New Product Launches — Multiple Linear Capital Portfolio Companies Take the Stage at WAIC

Last week, the World Artificial Intelligence Conference (WAIC) took place in Shanghai. Can Zheng, Director at Linear Capital, served as a judge at the "ModelScope Create@AI Hackathon," hosted by AI model community ModelScope, guided by the CCF Open Source Development Committee, co-organized by Alibaba Cloud and NVIDIA, and supported by Alibaba Cloud Tianchi. For details on the three-day competition, [click here](https://mp.

线性资本·

Congratulations to Keep on Its Successful Hong Kong Stock Exchange Listing | 5Y News

Set the world in motion.

五源资本·

Linear Capital is still recruiting for its overseas internship program!

We're focused on early-stage ventures powered by breakthrough technology. We're the investors who actually understand tech — and we're geeks who can think in business and strategy terms too. Enough said. Here's the JD.

线性资本·

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 —

云启资本·

Linear Capital's Pre-A lead portfolio company **DigiSight Medical** has closed a multi-million-yuan Pre-A+ round, with existing investor Linear Capital continuing to back the company.

Accelerating clinical trials and R&D for ophthalmic and microsurgical robotic products.

线性资本·

200 Days of Frenzy: China's LLM Wars Stuck in a Stalemate

Consensus can form quickly — and dissolve just as fast.

暗涌Waves·

Why does KKR keep emphasizing "keep it simple"?

The truly valuable investment opportunities in the AI wave are the "non-tech" plays.

暗涌Waves·