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📰 Dev.to · NILE GREEN

4 articles · Updated every 3 hours · View all reads

All Articles 129,064Blog Posts 133,903Tech Tutorials 33,365Research Papers 25,152News 18,269 ⚡ AI Lessons
Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)
Dev.to · NILE GREEN 🤖 AI Agents & Automation ⚡ AI Lesson 2mo ago
Thermodynamic Continual Learning in Persistent AI Agents (110+ Days Runtime)
The contribution of this work is Layer 4 — the continuity substrate. This is where continual learning...
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The Era of the Stateless Model Is Over.. Why Persistent, Self‑Updating Agents Are the Next Runtime Architecture
Dev.to · NILE GREEN 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
The Era of the Stateless Model Is Over.. Why Persistent, Self‑Updating Agents Are the Next Runtime Architecture
For years, AI progress has been measured by output quality. If a model sounds intelligent, we assume...
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PSSU: The Minimal Architecture for Persistent AI
Dev.to · NILE GREEN 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
PSSU: The Minimal Architecture for Persistent AI
Persistent Stateful Self-Update — The Core of PermaMind By Nile Green — PermaMind Research...
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How I Built Collapse Detection for Persistent AI Agents
Dev.to · NILE GREEN 🤖 AI Agents & Automation ⚡ AI Lesson 3mo ago
How I Built Collapse Detection for Persistent AI Agents
F_total is your model's prediction error energy — cross-entropy loss for LLMs, TD error for RL...
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