Overfit by Karl Mayer · Precision that misses the point.
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The Cynical Architect

A dictionary’s definitions dissolving into paper grain.
Linguists call this semantic bleaching.

Mayer's Law of Semantic Decay: Adoption and meaning always move in opposite directions.

A glossary of terms that meant something once — or are heading that way.

New Problems With Old Names #

1990s–2000s

APIWe need two systems to talk.
Web ServicesThey talk, now over the internet.
Web 2.0Still the web, but it reacts to you.
CloudLet’s use someone else’s servers.

Old Problems With New Names #

2010s

Full StackOne person builds the whole thing now.
MicroservicesStill services, but smaller (if we’re lucky).
ServerlessStill servers, but now someone else’s problem.
Big DataMore data than we can possibly use.

All Problems Now Solved With AI #

2020s–2030s

AIStill AI, but now it has a prompt.
RAGAI can finally use all that data (if we’re lucky).
MCPAI can finally use APIs (if we’re lucky).
AI AgentsLoop the prompt and give it a job title.
Human in the LoopOne person approves the whole thing now.
Autonomous AIAI loops itself, but now someone else’s problem.
Sovereign AILet’s return to using our own servers.
Embodied AIAll of the above, but now with legs.