Naval

‘Nothing Ever Happens’ Is Over

6 snips
May 4, 2026
A rapid-fire tour of how flatter, fully connected teams and AI interfaces are reshaping product and hardware development. A look at drones and biotech making violence and biological tools more accessible. Discussion of how pandemic disruptions accelerated technological and geopolitical change. A plea for creative optimism in the face of real systemic risks.
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ADVICE

Replace Static Dashboards With AI Reports On Demand

  • Use AI to generate reports and dashboards on demand rather than building fixed intranet systems.
  • Unleash AI on code, designs, vendor files, or email to reconstruct Gantt charts, timelines, and resource gaps instantly.
INSIGHT

AI Turns Specialists Into Effective Generalists

  • AI makes specialists more generalist by letting hardware, software, and AI people do 20–30% of each other's work.
  • That lowers integration friction because teams can self-serve small tasks without waiting for other experts.
INSIGHT

Centralization Versus Fragmentation In AI

  • The AI industry may centralize around a few dominant labs or fragment via distributed training; current evidence leans toward centralization.
  • Key open questions include whether distributed training and open-source models can realistically compete with hyperscalers and datacenter power limits.
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