# The Dangers Of Treating Different AI Environments The Same

> Source: <https://www.machinebrief.com/news/the-dangers-of-treating-different-ai-environments-the-same-5irc>
> Published: 2026-08-18 14:56:00+00:00

# The Dangers Of Treating Different AI Environments The Same

By Peter Bendor-Samuel, ContributorSource:

[Forbes Innovation](https://www.forbes.com/innovation/)Enterprise AI is entering a more complex phase. Most discussions still frame AI as a unifying technology trend, but that assumption is becoming increasingly dangerous.

Get AI news in your inbox

Daily digest of what matters in AI.