# Marginal Cost İlgili Makaleler

Dragonfly Partner Haseeb: Why the Fastest-Growing Companies of the Future May All Stagnate at 149 Employees

Dragonfly partner Haseeb analyzes AI service pricing, particularly Anthropic's model, as a form of "tax policy" on AI labor. He observes a stark contrast: small companies (under ~150 users) benefit from low or zero marginal cost via flat-rate subscriptions, incentivizing them to maximize AI usage ("tokenmaxxing"). In contrast, large enterprises pay per-token API costs with high (e.g., 75%) markups, creating a disincentive for experimental or marginal automation. This pricing cliff at 150 users acts like a regulatory notch, potentially causing the fastest-growing AI-native companies to artificially cap their headcount to retain subsidized rates. Consequently, large-scale direct AI-for-human substitution within big corporations may not happen as expected; instead, job displacement may occur indirectly as lean, AI-heavy startups outcompete and erode their market share. The article concludes that token pricing, though not designed as such, functions as a powerful de facto tax policy shaping company structure and automation incentives.

链捕手06/24 08:05