Collection · 3 articles

Takes.

Clear opinions on products, markets and what the evidence means.

Ali Abouelatta

Cofounder of Lazyweb (a16z Speedrun). Previously grew subscriptions and built native ads at Duolingo. Writes First1000 (90,000+ subscribers).

1. article · 2026-09-19

   Are model price drops a reason to compete on workflow rather than inference cost?

   A dated cost snapshot and founder decision on whether falling inference prices should change pricing, reliability, workflow scope, or moat.

2. company case analysis · 2026-09-19

   What can a founder actually copy from Basis's model-routing and reviewability story?

   A bounded company-case analysis of routing, reviewable outputs, and workflow-specific evaluation, with vendor claims kept attributed.

3. curated directory · 2026-09-19

   Which primary AI economy datasets can a founder actually reuse?

   A practical directory of primary AI-economy datasets and public data products, with dates, access terms, usable questions, and explicit boundaries.