Mitosis Labs 的 Private SuperIntelligence 如何界定 AI 工具中的敏感数据边界？
Where does your company draw the line on sensitive data in AI tools?
Mitosis Labs 在旧金山推出面向企业、家族办公室和私人客户的 AI 服务 Private SuperIntelligence，主打隐私优先，宣称幻觉降低 96.1%、AI 推理成本最多降低 90%、引用回答准确率 100%、最快响应 0.4s。该服务按六大隐私域处理数据，每次部署仅服务单一客户，不采集客户数据、不回传遥测，目前名额已满，需登记候补。
- Hallucination reduction
- 96.1%
- AI inference cost reduction
- Up to90%
- Cited answers
- 100%
- Fastest response
- 0.4s
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Privacy at every layer of the stack
Storage periods and deletion
Recipients and destinations
Permissions and approvals
Processing and provider access
Encryption and key control
Isolation and data location
Testimonials
“The amount of things I've been able to accomplish simply because of Mitosis is ridiculous. Pulling all the data together to cut AI hallucinations is a game changer for our company.”
JoshOak and Sparrow
“The sheer cost advantage is what really got my attention when visiting this company in San Francisco.”
“In the age of intelligence, how should firms protect their core IP?”
Aaron Levie
August 24, 2026
Why zero data retention matters to enterprise AI adoption.
Tim Cook
October 24, 2018
“We believe that privacy is a fundamental human right.”
Alex Karp · CEO, Palantir
July 27, 2026
Why enterprises should retain control of their AI and proprietary knowledge.
Remarks shared by Palantir on X
Sundar Pichai
January 14, 2026
Secure connections between personal AI and your data.
Jensen Huang
July 24, 2026
“Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.”
Marc Benioff
November 1, 2023
“Our customers data will never be our product.”
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Photo credits
Portraits resized and cropped for display. Each photograph retains its stated license.
- Satya Nadella — Brian Smale and Microsoft, © 2017 Microsoft · CC BY-SA 4.0.
- Aaron Levie — TechCrunch · CC BY 4.0.
- Tim Cook — Dati Bendo, © European Union, 2026 · CC BY 4.0.
- Alex Karp — Ben Dance / No 10 Downing Street, UK Government · CC BY 2.0.
- Sundar Pichai — Lukasz Kobus, © European Union, 2026 · CC BY 4.0.
- Jensen Huang — Daniel Torok / The White House · Public domain (U.S. government).
- Marc Benioff — Christie Hemm Klok / Salesforce · CC BY-SA 2.0.
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Questions
What is Private SuperIntelligence?
Private SuperIntelligence is an AI concierge service from Mitosis Labs for enterprises, family offices and private clients. It is built for people who need AI to work across their information while that information stays private.
Who operates Private SuperIntelligence?
Mitosis Labs, an AI company in San Francisco. Alex Morris, CEO and co-founder of Mitosis Labs, leads client conversations. Prakshal Jain (PJ) is a co-founder.
Who is it for?
Enterprises, family offices and private clients that hold sensitive information and want an AI service held to a private-client standard of discretion and service.
How do I get access?
The current intake is fully subscribed. Register your interest with your email, job title and approximate annual revenue. Mitosis Labs contacts the waitlist as places open, and qualified registrations can book a conversation with Alex Morris right after registering.
How much does it cost?
There is no public price list. Mitosis Labs scopes each engagement with the client after registration.
How does Private SuperIntelligence handle privacy?
The service treats privacy across six domains: retention and deletion, communication, access and actions, model inference, data storage, and deployment. Each deployment is built for one client, and a client deployment captures none of the client's data and sends no telemetry back to Mitosis Labs. The privacy notice on this site explains what the website itself collects.
Current intake fully subscribed
Register your interest
To maintain the highest standards of service, we limit each intake. Join the waitlist, and we’ll be in touch.
来源：Hacker News · privatesuperintelligence.si