4 sources healthy · latest episode 9 Nov 2026
opinion claim

A services firm that uses AI tools differs substantially from a firm designed from the outset to be AI-native.

Aman Singh · Using Agents for Long-Horizon Financial Work — Aman Singh, Arca · 31 Oct 2026

In their words

The transcript segments this claim was taken from

“Yeah. I think, uh, I think Anthropic getting into our kind of industry is, is very validating for, for our industry. Uh, but the way I think about it is that it is very different to be an, um, a, a services firm that has access to AI tools-”
“... versus a firm that was built to be AI native.”
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