Mindverse
心识宇宙
Mindverse (心洲科技, also known as 心识宇宙) is a Chinese AI startup building continuously learning agent models, founded by Tao Fangbo in 2019 and later joined by co-founders Andrew Chen and Chen Kaijie . The company has evolved from its early positioning as an "AI character generation engine" to focus on what it calls Personal Intelligence—using LoRA to give each user their own personalized large model rather than relying on a single general-purpose system .
The team of roughly 20-30 core researchers comes from DeepSeek, OpenAI, ByteDance Seed, xAI, MIT, Tsinghua's Yao Class, and Duke, with over 100-200 cumulative top-tier AI conference papers . Mindverse claims to be one of only two teams globally—alongside OpenAI former CTO Mira Murati's Thinking Machines Lab—to have achieved trillion-parameter LoRA reinforcement learning at scale .
Its consumer product Macaron AI, launched in August 2025, has surpassed 5 million users overseas and hosts over 300,000 user-created mini-apps, with the company running 28 distinct LoRA models tailored to user types as of early 2026 . The firm has raised multiple rounds including a ~$50 million Series A led by Meituan in June 2026, with ZhenFund, Linear Capital, Ant Group, and Sequoia China among its backers .
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Coverage
ZhenFund-backed "Mindverse" Closes $50 Million Series A to Build Continuously Learning Agent Models
Let intelligence truly understand every unique soul.
真格基金·The "Whole-Team Lobsterization" Playbook at an AI Startup: 30 People × 70x Efficiency Leverage | Gaorong Future
"Tokens as Combat Power"
高榕创投·Microsoft China CTO + 3 Claw Product Builders: From Lobster Working to Lobster Business | Ronghui
Practical Claw Applications Across Three Scenarios: Personal Agents, Financial Research, and Cloud Assistants
高榕创投·Spring has arrived — can blossoms be far behind? | Linear Quarterly
Rather than waiting for spring, define it.
线性资本·"Mindverse" Closes Pre-A Series Led by Ant Group, with HSG Among Co-Investors | Linear Portfolio
Using LoRA to crack the "one model, a thousand faces" challenge for large language models.
线性资本·Linear Voice: 2025 in the Linear Capital Network
Those real and important moments.
线性资本·Before the Start of Winter, Building Inner Strength | Linear Quarterly
Fearless through the winter, growing inward.
线性资本·**13.4k GitHub Stars: Building an AI Social Network That Connects "Me" to the World | Linear Voice**
Let expression and connection break free from the constraints of time, place, and state.
线性资本·Linear Capital | Linear Path, Nonlinear Growth
Striving to become China's best frontier tech and innovation fund.
线性资本·The 21 Months That Shattered a Star Founder | WAVES
Good Game.
暗涌Waves·Event Registration | This Weekend: AI Startup Talks in Silicon Valley
Last week we announced that Bolt members will be hosting a meetup at Stanford University this weekend.
线性资本·Linear Capital | Linear Path, Nonlinear Growth
Striving to become China's best frontier technology and innovation fund.
线性资本·Linear Capital's 2023 Retrospective: Moving Forward Through Challenges
In September 2023, [when summarizing Linear Capital's ninth anniversary, we wrote this line: the goal lies far ahead, the road remains difficult, but there is light in our hearts](https://mp.weixin.qq.com/s?__biz=MzAwNTAyMDAyNQ==&mid=2652305248&idx=1&sn=eb922534db0722f5ef06117e
线性资本·Destruction Precedes Creation: Rebooting the Era of General Artificial Intelligence
On August 22, Chinese tech think tank *Jazzyear* hosted the "2023 Jazzyear Gravitational Force X Tech Industry Investment Conference" in Beijing. Dozens of industry leaders gathered to discuss cutting-edge topics, using AI and other hard-tech investments as a starting point to analyze emerging trends in the tech industry and explore new directions, opportunities, and futures for the sector. In 2023, generative AI led by ChatGPT has swept across the globe, ushering in a second wave of artificial intelligence.
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·Linear Capital AIGC Tech Salon Recap: AIGC Is Evolving by the Day — Has the Nature of Technology Changed?
At the end of May, Linear Capital co-hosted an AIGC tech salon in Hangzhou with portfolio company Manycore Tech. The event drew an overwhelming number of registrants — our thanks to everyone who signed up. The session ran for roughly three hours. Zeren Bai, Vice President of Investment at Linear Capital, kicked things off with an introduction to the firm, its investment focus, and standout portfolio companies, before diving into Linear Capital's existing AIGC investments and strategic approach to the sector.
线性资本·Multiple founders from Linear Capital's portfolio companies have been selected for 36Kr's "2023 Sci-Tech Innovators" list.
Last week, 36Kr released its "2023 Sci-Tech Innovators" list. In its introduction, 36Kr highlighted the opportunities and divides it discovered through interviews and research on scientist entrepreneurship: "After two months of open nominations, we still found a group of innovators willing to stay in the arena and attempt to bridge that divide. As representatives of technological innovation grown from Chinese soil, their existence continues to point toward the many possibilities of translating research into commerce." Among them, WeiJian Technology, a portfolio company of Linear Capital,
线性资本·Agora x 5Y Capital | Taking Off at Supersonic Speed, Exploring More Possibilities
Supersonic Plan: April Highlights
五源资本·Linear Capital Annual Meeting Rebound 2023: Back Offline After Four Years, We Continue to Firmly Support China's Tech Innovation
frontier technology, frontier productivity, frontier lifestyle — all for a better society.
线性资本·Linear Capital partner Songyan Huang has once again been named to 36Kr's "36 Under 36" list of outstanding investors.
Multiple founders from Linear Capital's portfolio have been selected for the 36Under36 entrepreneurs list.
线性资本·The AI Inflection Point in the GPT Wave: Who's Betting Big? Who's Benefiting?
On February 28, ChinaVenture hosted a closed-door salon in Shanghai on the "AI Singularity," focusing on the impact of ChatGPT on entrepreneurship and investment in artificial intelligence. Zheng Can, Managing Director of Linear Capital, and Fangbo Tao, founder and CEO of Mindverse — an angel-round portfolio company of Linear Capital — attended the event and shared their perspectives on the topic. **Zheng Can noted that Linear Capital had already been tracking the AIGC space and had made multiple investments in the sector.**
线性资本·The ChatGPT Tsunami: Mindverse, an AGI Startup Riding the Wave
In the span of roughly a month, AI giants have staged one blockbuster showdown after another, transforming many overnight from "having a vague sense of what AI is" to "harboring vivid imaginings of AGI" (artificial general intelligence). The spectacle traces back to ChatGPT, launched by OpenAI in early December 2022. Even OpenAI, the architect of this explosion, didn't anticipate hitting 100 million monthly active users in 60 days — a milestone that caught CEO Sam A
线性资本·No More 2020-Too, a Hopeful 2023 — Linear Capital's 2022 Year in Review
2022 was a difficult year for many, and the venture capital industry was no exception. Linear Capital has long been bullish on the future of AI integrated with industry and digitalization, but in 2022, uncertainty increased, and even tech investment — long seen as "an oasis in the desert" — was not immune to pessimism. According to data compiled by IT Juzi, both the number and value of investment deals in China's new economy sector declined for two consecutive quarters in the first half of the year, and deal activity remained subdued after the third quarter.
线性资本·Put some people in the metaverse, send others to space
One is an inward journey of self-discovery; the other, an outward quest for what lies beyond.
暗涌Waves·ChatGPT is the talk of Silicon Valley, but the buzz is theirs.
"Some people laughed. Some people cried. The vast majority fell silent."
暗涌Waves·Mindverse, a Linear Capital angel-round project, secures nearly 100 million RMB in consecutive funding rounds with Linear Capital doubling down
Released the AI character generation engine MindOS.
线性资本·Linear Capital Portfolio Company Mindverse Launches AI Character Engine MindOS, Now Open for B2B Beta
Mindverse released its AI character generation engine, MindOS, on November 4, 2022, opening it up for trial use to B2B customers. The move pushes AIGC beyond content generation toward the creation of digital life.
线性资本·Multiple founders and executives from Linear Capital's portfolio companies have been selected for 36Kr's "X·36Under36" list.
On the evening of June 9, 36Kr unveiled the "X·36Under36 S-Class Young Entrepreneurs List." This marks the sixth year that 36Kr has published its "36 Under 36" list. Unlike previous editions, this year 36Kr elevated "36 Under 36" to the "X·36Under36 S-Class Young Entrepreneurs List," with the aim of identifying more potentially great Chinese entrepreneurs at an earlier stage. **Among the honorees, 13 are founders of portfolio companies backed by Linear Capital.**
线性资本·Linear News | AI Frontier Tech Startup Mindverse Raises Angel Round in the Tens of Millions, Led by HSG with Co-Investment from Linear Capital and K2VC
The MindOS framework endows AI with associative mechanisms, enabling enterprises to deploy customized virtual minds.
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