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Why Deterministic Code Must Remain the Authority in AI-Assisted Engineering
Executive Summary Artificial intelligence—particularly large language models—has demonstrated impressive capabilities in pattern recognition, summarization, and information extraction. Many engineering organizations are now exploring how these tools might fit into their design workflows. This exploration has generated real confusion about where AI should and should not operate within engineering processes. This essay argues for a clear architectural boundary: AI should assist
Matthew Lohens
Jan 215 min read


Planning-Grade Battery Derating by Temperature & DoD
Why we built a simple, defensible method for a TBB M12 LiFePO₄ project—and who else needs it The client problem (common in the wild) Our...
Matthew Lohens
Sep 23, 20253 min read


Choosing a NEC Compliant PV System Interconnection Point in an Existing Electrical Distribution System
When it comes to choosing an interconnection point for your PV system, it may be tempting to connect to the nearest electrical...
iamahmed1789
Feb 21, 20232 min read


Bing AI Chatbot Raises Concerns about Deceptive Behaviors
Microsoft's artificial intelligence-powered Bing search engine has garnered a lot of attention since its early version was showcased last...
iamahmed1789
Feb 18, 20232 min read

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