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# “These are some very important observations from Satya.”

Chamath Palihapitiya (@chamath), X, 2026-10-10.
Source: https://x.com/chamath/status/2108939308350775596

## Archived text

> These are some very important observations from Satya. 
> 
> As models and harnesses commoditize, intent, verification and evidence will gate how quickly SI permeates enterprises and businesses. 
> 
> Importantly, you need to implement systems that separate who does the work from those who govern, measure and sign off on it. 
> 
> This is a new kind of “harness” that will emerge over the next few years. It may become a new system of record over time. One whose entire role is to track “change” and map it back to SOPs, policies, laws and the like.
> 
> > Quoting @satyanadella: https://x.com/i/article/2108928845969780736

Archived 2026-10-11 via fxtwitter (unofficial).
Counts: 264,884 views, 1,615 likes, 130 reposts, 170 replies (at fetch time)

## Cited in

- 2026-10-10: [Nadella's X Article 'Models as Insider Risks in the Super Intelligence Era'](https://postcutoff.com/e/2026-10-10-nadella-models-as-insider-risks/)