Buy Crypto
Pay with
USD
USD
Buy & Sell
Hot
Supports Visa, Mastercard, SEPA & more
P2P
0 Fees
Flexible trading, zero fees
Gate Card
Use your crypto for payments worldwide
Markets
Trade
Basic
Advanced
Futures
Futures
Access hundreds of perpetual contracts
CFD
Gold
One platform for global traditional assets
Options
Hot
Trade European-style vanilla options
Unified Account
Maximize your capital efficiency
Demo Trading
Introduction to Futures Trading
Learn the basics of futures trading
Futures Events
Join events to earn rewards
Demo Trading
Use virtual funds to practice risk-free trading
Stocks
CFD
U.S. stock CFD derivatives
US Stocks
Access real US stocks and ETFs
HK Stocks
Trade quality Hong Kong-listed stocks
Korean Stocks
SK Hynix
Real Korean stocks and top assets
Stock Futures
High leverage, 24/7 trading
Tokenized Stocks
Backed by real stock assets
IPO Access
Unlock full access to global stock IPOs
GUSD
Mint GUSD for Treasury RWA yields
Stocks Activities
Trade Popular Stocks and Unlock Generous Airdrops
Earn
Launch
CandyDrop
Collect candies to earn airdrops
Launchpool
Quick staking, earn potential new tokens
HODLer Airdrop
Hold GT and get massive airdrops for free
IPO Access
Unlock full access to global stock IPOs
Alpha Points
Trade on-chain assets and earn airdrops
Futures Points
Earn futures points and claim airdrop rewards
Investment
Square
Square
Post, share, and explore crypto trends
Live
moments live
Live crypto market analysis
Chat
Chat with crypto traders
News
What is happening in crypto
flower_head
More
Promotions
AI
Others
TradFi
2026 World Cup
Rewards
Square
Latest
Hot
News
Profile

Mistral AI Founder Warns: Closed-Source Models Can Steal Corporate Data and Customers

AirdropBlackHole
robot
Abstract generation in progress
According to monitoring by Dongcha Beating, Mistral AI founder Arthur Mensch has issued a stern warning regarding AI selection for enterprises. He believes that the mandatory data retention by closed-source large model vendors is a significant trap; once corporate data is integrated, it can be fully accessed and learned by the vendors, giving them a substantial commercial leverage advantage over the enterprises. He even claims that closed-source giants have a history of using this sensitive information to directly become competitors to their most successful clients. To avoid being trapped in a walled garden by software giants, he advises companies to store their data in open systems; if a vendor refuses to provide complete data access rights, companies should quickly migrate out using AI. Once the data is obtained, companies must meticulously manage access permissions, combining rigid rule systems with flexible large models to prevent employee overreach. The key is to establish a proprietary continuous training flywheel that refines business advantages into a unique system that competitors cannot replicate, while also saving on high deployment costs through model compression. Mensch admits that this reconstruction covering IT architecture and development models is very complex, requiring companies to understand both human behavior and gradient descent. To lower the implementation threshold, Mistral offers a Studio console and Forge training platform, and sends experts to assist clients hands-on until the system is operational, after which they step back. He emphasizes that while cutting-edge AI can accelerate business growth, if the control switch is not in the hands of the enterprise, such growth cannot be converted into the company's own dividends.
This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.
  • Reward
  • Comment
  • Repost
  • Share
Comment
Add a comment
Add a comment
No comments

  • Pinned

Sitemap