The Inevitability Engine

A research protocol for discovering novel software businesses that become inevitable due to AI capability improvements.

Core Philosophy

Thesis: We're witnessing the first-ever inversion of the tool adaptation curve. Historically, humans adapted to tools faster than tools evolved. Now, tools (LLMs) evolve faster than humans can adapt. This creates a capability overhang that unlocks previously impossible business models.

Three forcing functions:

1. Context window explosion (4K → 128K → 2M tokens in 24 months)
2. Inference cost collapse (~90% reduction/year)
3. Tool-use reliability (function calling: 60% → 95%+ in 18 months)

Result: The "synthetic worker" isn't metaphor—it's infrastructure. Companies will hire, fire, eval, and SLA these entities. The opportunity lies in tooling, governance, coordination, and domain specialization of this new workforce layer.

Quick Start