Grateful to
@satyanadella for spending time with some of the best AI founders and builders at our inaugural AI Builders Salon. A few insights that stuck with me:
1/ The hardest transformations for incumbents are "new-new" categories, where they have no natural reason to win.
2/ Conviction compounds quietly, then shows up all at once. Microsoft's $1B investment in OpenAI was rooted in decades of focus on NLP, and a belief that transformers and scaling laws reflected a real inflection point.
3/ Concentrate capital and talent behind strong teams with strong beliefs. Do not spread resources evenly for the sake of fairness.
4/ Cooperation and competition can coexist when partnering during platform shifts. The goal is durable, long-term win-wins, even when there is overlap.
5/ Vertical AI wins will come from workflow capture, not just AI features. Codify an operating playbook, and own a strong eval loop.
6/ We are heading toward artifact explosion. As document and code generation becomes on demand, the constraint shifts to reviewing, validating, and refining what agents produce.
7/ Tokens are becoming a real budget line. Empower your top builders, but install the right guardrails to avoid scaling low-quality output.
Thanks to
@sonyatweetybird and the
@sequoia team for launching this new forum. Looking forward to the next one.