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Distribution · Distribution becomes the primary 'hard thing' as software development commoditizes
now playing · Distribution
AI Economics & Business Modelstailwindscore 9/10tom
Cost of intelligence dropping 10x per year makes AI-native startups inevitable
The cost of equivalent intelligence falls ~10x annually, so founders should not optimize for current token costs; within 6-12 months, AI will be cheaper than human engineers for any task, f…
Startup Durabilityheadwindscore 9/10tom
Pure software moats are dead; durability now requires regulatory, hardware, or physics barriers
Writing software is no longer a 'hard bit' — AI makes replication trivial. Durable startups must tackle genuinely hard problems: regulatory barriers (banking licenses), physics (space launc…
AI Agentsmixedscore 8/10tom
Solo founders building self-improving agent swarms fail from loneliness, not technical limits
A YC solo founder building autonomous self-improving agents hit a crisis of confidence at 6 weeks; co-founders provide essential emotional modulation (pulling you up when down, grounding yo…
Venture Capitaltailwindscore 8/10tom
VC capital shifting toward ambitious hard-tech (nuclear, regulated) as software gets cheaper
While AI reduces capital needs for software, it enables founders to pursue harder problems (small nuclear reactors requiring $800M, regulated banks) that demand massive capital. VC will fun…
Pivotingmixedscore 8/10tom
Pivot only when core hypothesis is falsified, not when enthusiasm wanes
Most pivots are driven by founder sadness and sales rejection, not genuine hypothesis invalidation. Good pivots come from customers pulling you into a bigger adjacent problem (GoCardless: s…
Distributiontailwindscore 8/10tom
Distribution becomes the primary 'hard thing' as software development commoditizes
With AI making code generation near-free, distribution (getting customers, standing out) is now a key differentiator. Early-stage founders should do unscalable white-glove service; later-st…
Sovereign AItailwindscore 7/10matild
US export controls on frontier models catalyzing sovereign AI competitors globally
Restrictions on models like Fable woke up non-US developers to their dependence on US policy, creating new demand for sovereign AI infrastructure and inference alternatives that didn't exis…
AI Model Routingtailwindscore 7/10tom
Automatic model routing will abstract away model choice within 12 months
Users will soon just type queries; the system will automatically route to the right intelligence level (smart model spawning cheaper sub-agents). Open-source routing models and big labs wil…
High Agencytailwindscore 7/10tom
High agency is a trainable muscle built through progressively harder tractable projects
High agency = belief your actions produce impact. Develop it by picking projects that are hard but tractable, seeing output, then increasing difficulty (side project → startup → Zip2 → PayP…