Proto-Sentient Intelligence
灵初智能
Proto-Sentient Intelligence, also known as 灵初智能 (Lingchu Intelligence), is a Chinese embodied intelligence company building general-purpose robotic models through reinforcement learning and VLA (Vision-Language-Action) architectures. Founded with a research lab co-established with Peking University , the company has BlueRun Ventures as its seed and Series A lead investor, with Hillhouse also participating in the first round .
Its flagship model, Psi R0, launched in late 2024 as the first end-to-end reinforcement learning embodied model capable of dual dexterous-hand coordination and cross-object, cross-scene generalization . By mid-2025, the company had advanced to Psi R1, deployed in scenarios such as playing cards with human opponents . In April 2026, Proto-Sentient Intelligence announced ecosystem partnerships with Tencent Cloud, TikTok (Douyin), and others , positioning itself among the small set of Chinese embodied-AI firms that BlueRun counts as early, systematic bets alongside players like Zhiyuan Robotics and Galaxy General .
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Coverage
VLA and world models have been hotly debated — did this four-hour tech salon reach any conclusions?
In a rapidly evolving field, sustained observation.
Time Rewards Fellow Travelers | BlueRun Ventures and Multiple Family Members Named to 36Kr's 2026 Annual Lists
Let's Define the Future Together
Jui Chan of BlueRun Ventures in Conversation with Wang Zhongyuan of BAAI, Wang He of Galaxy Universal, and Li Dahai of ModelBest: Long-Term Value and the Next Curve in the Large Model Era
From "Moats" to "Scaling's New Curve" in the Age of Foundation Models
After Breaking Ground, Growth Follows | Quarterly
The stage is set. Your entrance awaits.
BlueRun Ventures Closes New Dual-Currency Fund at RMB 3.9 Billion
The louder the noise, the cooler the head.
China's Embodied Intelligence Models Claim Global Top Spot! The Era of Human Data for Robots Has Arrived | BlueRun Ventures Family Headlines
Embodied intelligence is being transformed by this youth revolution.
BlueRun Ventures Portfolio Company Puyu Technology Closes Hundreds of Millions of RMB Financing to Accelerate Nanoimprint Lithography Equipment Commercialization | BlueRun Family
Opening a New Front for China's Semiconductor Breakthrough
BlueRun Ventures-Backed Lingchu Intelligence Raises 2 Billion Yuan in Seed Round, Tackling "Dexterous Manipulation" Challenge | BlueRun Family
Bringing Robots Into Factories, Onto the Market
A Conversation with Huaiting Zhang of Yuaiweiwu: The Veteran Founder Who Doesn't Take Detours | BlueRun Ventures Family Spotlight
"Founders never truly fail."
At CES After Dark: Where AI Hardware Is Headed
Let's talk deep and broaden our horizons.
Winning the World's Admiration Bare-Handed in the AI Era | Buming Startup Camp Now Recruiting
Let's Get Ready to Rumble.
BlueRun Ventures in Conversation with AgiBot, Galaxy Universal, Tashi Zhihang, Lingchu Intelligence, and Hillbot — Embodied Intelligence: The "Breaking" and "Making" at Dawn
The Dawn of Embodied Intelligence
Dawn Breaks, Toward the Light | BlueRun Ventures 2025 Annual Fund Partners Meeting
Welcoming the Dawn of Technology
Z Hub Tech Enterprise Series × Blueprint Talks — Embodied Intelligence Special Successfully Held: Exploring New Opportunities for Embodied Intelligence Industry Deployment
Deepening the integration of technology, industry, and capital.
A Conversation with Lingchu AI CEO Qibin Wang: On Robotics Technology Roadmap Choices, and the Key Breakthroughs for VLA Capabilities | BlueRun Ventures Family Headlines
Peng! Play Mahjong with a robot!
Only Two in China! Yang Yaodong's Team from the Peking University-Lingchu AI Joint Lab and DeepSeek's Wenfeng Liang Win ACL 2025 Best Paper | BlueRun Ventures Family Headlines
Continuously Challenging the Frontier of Innovation
A BlueRun Ventures portfolio company delivered a striking glimpse of AI's next evolutionary leap at WAIC.
Evolution, Toward the Future
Planting Spring in the Wind | Quarterly
On the Move
Psi R1 from Lingchu AI Becomes First Embodied Intelligence Model to Achieve Vision-Language-Action Multimodal Coordination | BlueRun Ventures Portfolio Spotlight
Accelerating the Deployment of Embodied Robots in High-Value Scenarios
Intelligence Surge: BlueRun Ventures' AI Portfolio Companies Launch Yet Another Wave of New Products | BlueRun Family Headlines
A day in AI, a year in the world.
Birds Fly Over the Harsh Winter | Monthly
Spring mountains within sight, the future there to climb.
Multimodal DeepSeek is here! Yang Yaodong's team collaborates with HKUST to release Align-DS-V, powering Lingchu's DS-VLA alignment and expansion | BlueRun Ventures Family Headlines
Based on Align-DS-V, the Peking University-Lingchu Joint Lab has already begun deeper exploration in the VLA (Vision Language Action Model) space.
BlueRun Ventures Family Headlines | Galaxy Universal Unveils GraspVLA, the World's First End-to-End Embodied Grasping Foundation Model, Defining a New Paradigm for Fully Synthetic Large-Scale Pre-training!
Exploring the Boundless Possibilities of Embodied Intelligence
BlueRun Ventures Wins Multiple Awards Including Best Early-Stage Investment Firm and Best Early-Stage Investor
A new year, chasing the limits of innovation and the possibilities of the future
Mooe Robot Completes Series B3 Funding Round | BlueRun Ventures Portfolio
Advancing the intelligent transformation of the global logistics industry
BlueRun Ventures Family Headlines | Lingchu Intelligence's Psi R0: The First End-to-End Reinforcement Learning Embodied Model Emerges!
RL is the only solution for achieving closed-loop task completion in long-horizon dexterous manipulation.
The Power of Waiting to Grow in the Snow | BlueRun Ventures Bi-Monthly Report
"Clear skies after a flurry of snow"
BlueRun Ventures in Conversation with Galaxy Universal, AgiBot, and Lingchu Intelligence: When Embodied Intelligence Enters Reality | The Road to AGI
Between Science and Reality
A VC Leads the Way Out of the Quadrant | BlueRun Ventures Perspective
Catching the Next Big Thing in Tech's Sea Change
Beyond the Quadrant: Forging an Undefined Path | BlueRun Ventures 2024 Annual Fund Partners Meeting
Breaking Through a Mental Block
BlueRun Ventures and Hillhouse Lead Investment in Lingchu Intelligence, Marking the Dawn of the Embodied Intelligence Era Through Reinforcement Learning | BlueRun Ventures
Building an Industry-Leading General-Purpose Operating Agent






























