tech
Satya Nadella says companies that trust one AI for everything may not survive
Companies without their own models — or without a layer of AI infrastructure known as AI gateways to separate their prompts from the model itself — will be in trouble, Nadella says.
TL;DR
- Satya Nadella warns companies relying wholly on proprietary AI labs for their AI needs may not survive.
- He advises businesses to retain control over their data and metadata to train their own models.
- Companies should use AI gateways to separate prompts from models and maintain control even if one model fails.
- Nadella cautions against over-reliance on AI labs' built-in coding tools (harnesses).
- This strategy allows companies to use multiple models for their strengths and avoid being dependent on a single provider.
- The risk exists that AI labs could eventually copy and compete with businesses using their services.
- Nadella's concern about oversharing applies only to businesses, not individuals who exchange data for free services.
- Microsoft, an investor in AI labs, benefits from selling alternative infrastructure.