Your Moat Is Fifteen Years
Paul Graham's essays say the best startup ideas come from living in the future. In 2026, deep domain expertise is the only founder moat that AI can't compress.
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Stop Building ChatGPT Wrappers. Build Vertical AI.
Elad Gil's test for real AI startups vs thin wrappers is the most useful filter in venture right now. Here's the operator playbook for boring-industry vertical AI.
The One-Person Unicorn Is Coming. Here's What Sam Altman Gets Right — and Wrong.
Sam Altman says the first billion-dollar one-person company is 'dangerously close.' After running real teams for 15 years, here's my honest take.
A Personal Agent in Every Pocket
Mustafa Suleyman's vision of AI as a personal companion isn't science fiction — it's the next platform shift, and founders are sleeping on it.
The Gap Closed: DeepSeek, Open Weights, and the End of the Moat
DeepSeek-R1 arrived in January 2025 with open weights and frontier-matching reasoning. The closed-model moat is thinner than anyone admitted.
The March of Nines: Why Agent Reliability Is the Real AI Problem in 2026
Andrej Karpathy's 'march of nines' framework from self-driving maps directly onto the unsolved reliability problem at the heart of every AI agent deployment today.
The Campus Is the Product
Hyperscalers are committing $300–700B to AI infrastructure. Satya Nadella's framing reveals what's really being built: the campus itself is now the competitive moat.
The End of NVIDIA's Ninety Percent
Google's TPU, AWS Trainium, and Microsoft Maia are real chips doing real work. NVIDIA's accelerator dominance is being eroded from the inside by the customers it depends on most.
Inference Ate the Datacenter
Jensen Huang's 'AI factories' framing isn't marketing. Inference is now the dominant AI workload — and it's reshaping how datacenters are designed.