Why companies are becoming a series of loops | Anish Acharya (a16z)
Summary
Anish Acharya, a General Partner at a16z, debunks the "permanent underclass" fear by arguing that AI adoption is distributed and that companies should focus on building autonomous "loops" rather than just using AI for productivity. He explains that while AI agents can efficiently climb to local maxima in tasks like coding and growth, human intuition remains essential for out-of-distribution thinking and strategic direction. Acharya also highlights a split in model usage, where high-upside roles require frontier models while bounded tasks use cost-efficient open-weight alternatives. Finally,…
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