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From Chatbots to Digital Chiefs of Staff: The 4 Stages of Agentic AI Evolution

DEV Community·saheelwagh·about 14 hours ago
#aqsk1S57
#dev#agent#hermes#memory#time#amnesia
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This is a submission for the Hermes Agent Challenge Issues with Agentic development over the years We have incredibly powerful foundational models, but we spend an absurd amount of time wrangling them—re-pasting context, writing brittle orchestration scripts, and dealing with agents that suffer from total amnesia the moment we close the terminal. The release of Hermes Agent (by Nous Research) marks a distinct shift in how we interact with intelligence. We are moving away from AI as a tool you query and toward AI as an environment you cultivate . To understand why a self-improving framework like Hermes is such a massive deal, we have to look at the evolutionary steps that got us here. The 4 Stages of AI Evolution Stage 1: The Stateless Chatbot (The Amnesia Era) Examples: Early ChatGPT, Claude Web UI Input: Prompt The Paradigm: Content (text, code) The Bottleneck: Total amnesia.…

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