Surfing Generative AI: A Long View of the AI Wave from the 1950’s to 2025 and Autonomous Agents

Source: Nate’s Newsletter Date: 2025-02-17 URL: https://natesnewsletter.substack.com/p/surfing-generative-ai-a-long-view

Summary

A historical survey tracing AI development from the 1950s through 2025 and the emergence of autonomous agents, written as accessible education for non-specialists asking “where did AI come from and how did we get here?” Published in February 2025 as context-building for the wave of AI adoption underway. Full content is paywalled.

Implications

• Enterprise adoption thread. Historical perspective on AI waves (multiple winters, revival cycles, current transformer/LLM era) provides useful framing for enterprise decision-makers trying to assess whether current AI is another hype cycle or genuine structural shift. The 1950s-to-2025 arc suggests this wave has different technical foundations than prior ones.
• Watch: As a foundational education piece, its value is in helping non-technical stakeholders understand AI’s developmental arc — context that makes current debates (AGI timelines, autonomous agents, scaling laws) more legible.