Is AI Moving Too Fast to Build On?

The Speed of Progress Killing Innovation

The rapid evolution of artificial intelligence paradoxically hinders long-term innovation and stable adoption. While exponential progress is often praised, the shifting foundational technologies makes it nearly impossible for developers to build permanent products without them becoming obsolete. This instability creates significant platform risk, as major model providers often absorb independent software features into their native updates. Furthermore, there is a a gap between impressive demonstrations and reliable performance, businesses require a consistency that current AI often fails to provide. To survive this volatile period, builders are encouraged to focus on solving specific problems and owning workflows rather than simply chasing model benchmarks. Ultimately, the future success lies in integrating AI as a tool within defensible, human-centric structures rather than relying solely on the intelligence of the model itself.

https://acqui.ai/blog/is-ai-moving-too-fast-to-build-on/