Hardware specs cannot break the switching costs of a proprietary software ecosystem.
Silicon competitors cannot capture market share on performance alone because developer lock-in and talent concentration in proprietary software environments prevent buyer switching.
The same conclusion keeps arriving from across the workspace's research — 1 topics independently instantiate this theme. Filter the evidence by where it came from:
Nvidia's acquisition of Hugging Face is designed to cement its proprietary developer lock-in and keep open-source AI development natively tied to its hardware ecosystem.
Competitors with superior raw hardware specs cannot capture market share because developer workflows remain deeply locked into Nvidia's proprietary software framework.
To maintain its software-driven moat, the dominant chipmaker directly recycles its hardware profits into licensing software and acqui-hiring top engineering talent.