David Pawlan
David Pawlan is the creator of Assistant Benchmark, a free comparison site that evaluates AI assistants on real-world use cases across 16 dimensions. He currently leads growth at Merit Systems, a software development company based in Brooklyn, New York. He is best known for personally testing dozens of AI assistants and publishing use-case-driven leaderboards, as well as for his analysis that proactivity, not personality, is the key defensible moat for personal AI agents.
“Assistant Benchmark data (3,101 messages, Aug 31–Sep 28, 2026) shows coding and technical automation first at 103 mentions, ahead of travel at 66.”
Source→“Microsoft, Google, and Amazon have about 1.7 trillion of combined cloud backlog together”
Source→“the useful life of GPUs is actually pretty... long... it's been longer than I think any of us expected.”
Source→“Harvey... the fastest growing companies we're seeing in the private markets... faster than any of the precedents ever have in their industry.”
Source→“CrowdStrike... security and observability holding up as AI creates greater demand... for the incumbents in these markets.”
Source→“Navan... went public and we've seen a reacceleration just on the basis of some of the larger enterprises actually trusting them more because they're a public business.”
Source→“where are they actually putting their incremental AI investment dollars?... if you think that the best and highest use of your dollars today is to optimize your cost structure, what does that say about the revenue opportunity for you?”
Source→“Abridge... among the fastest-growing vertical AI companies.”
Source→“high-tech equipment, software, and R&D now account for roughly 55% of U.S. capital spending, which is just a staggering number.”
Source→“It's 16 days ago today that we launched it. And it's just absolutely exploded. Website has had over 100,000 visitors.”
Source→“I think there is massive defensibility around proactivity. I think that's actually going to be something that separates the winner from the... meat of the pack.”
Source→AI-extracted from podcast / newsletter / paper summaries. May contain errors.