Featured
Why Your AI Keeps Lying (And How Industrial Controls Fixed This 50 Years Ago)
The PLC Family Tree: How Your Factory Floor Became the Father of AI
The Revolutionary Act of Honest Research: A Manifesto Against Metric Madness
AI Black Box
LLM Industrial Controls
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The PLC Family Tree: How Your Factory Floor Became the Father of AI
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Why Your AI Keeps Lying (And How Industrial Controls Fixed This 50 Years Ago)
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What Manufacturing Engineers Know About AI That Software Engineers Don't
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AI Is Just I/O: The Industrial Perspective on Language Models
Research
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The Revolutionary Act of Honest Research: A Manifesto Against Metric Madness
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LLM Response Variations: SHELL Baseline Personalities Affect Behavioral Anchoring
SHELL Workers
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SHELLS vs. Agents: Why Collaboration Beats Replacement
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Industrial Controls SHELL Team
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Industrial Controls SHELLS Team Workflow Sample