City.AI(@thecityai):Why do SaaS companies often encounter problems when adding AI features? SaaS is built on deterministic logic (Input A always yields Output B). LLMs, however, are stochastic engines (probabilistic). When you inject a "black box" that produces non-deterministic results into a precision-oriented workflow, the product loses its reliability. Users don't want a productivity tool that "hallucinates" 5% of the time.

City.AI

@thecityai

CityAI is the infrastructure layer for smart cities. AI generates intelligence, data builds durable moats, and tokens capture value.

加入 May 2016

1.4K 正在關注 7.5K 粉絲

City.AI@thecityai

2026.05.04 19:22

Why do SaaS companies often encounter problems when adding AI features? SaaS is built on deterministic logic (Input A always yields Output B). LLMs, however, are stochastic engines (probabilistic). When you inject a "black box" that produces non-deterministic results into a precision-oriented workflow, the product loses its reliability. Users don't want a productivity tool that "hallucinates" 5% of the time.