https://understandingyourai.org/articles/ Research-backed AI training, strategy, and fractional AI leadership for business teams in Midland, Bay City, Saginaw, and Michigan's Great Lakes Bay Region. en-us https://understandingyourai.org/tale-of-two-curves/ https://understandingyourai.org/tale-of-two-curves/ Sat, 30 May 2026 00:00:00 GMT Traditional computing spent twenty-five years crawling toward efficiency. AI is sprinting up a steeper curve in public, during its messiest buildout. A clear-eyed, research-backed look at how AI and traditional data centers really compare on power, water, and efficiency. https://understandingyourai.org/most-companies-arent-behind-on-ai/ https://understandingyourai.org/most-companies-arent-behind-on-ai/ Tue, 12 May 2026 00:00:00 GMT A practical blueprint for moving from scattered AI experiments to real business outcomes. The framework Understanding Your AI uses to help Michigan businesses build strategy, governance, and team capability with AI. https://understandingyourai.org/ai-productivity-paradox/ https://understandingyourai.org/ai-productivity-paradox/ Fri, 24 Apr 2026 00:00:00 GMT Five landmark studies (MIT, METR, BCG, Stanford, Anthropic) show AI adoption decreases productivity before it increases it. Here is the productivity J-curve, AI brain fry, workslop, and the scope-over-speed principle that separates winners from stallers. https://understandingyourai.org/cognitive-debt-ai-work/ https://understandingyourai.org/cognitive-debt-ai-work/ Fri, 17 Apr 2026 00:00:00 GMT MIT, Microsoft, and Carnegie Mellon research reveals how AI reliance is reshaping critical thinking in working adults. Three studies, one pattern, and a practical path forward for staying sharp while using AI daily. https://understandingyourai.org/ai-layoffs-what-data-says/ https://understandingyourai.org/ai-layoffs-what-data-says/ Wed, 18 Mar 2026 00:00:00 GMT Only 4.5% of 2025 layoffs cited AI. 70% of CEOs use AI less than an hour a week. The real story behind AI-washing, generational adoption data, and what companies actually need instead of headcount cuts. https://understandingyourai.org/history-of-ai/ https://understandingyourai.org/history-of-ai/ Mon, 16 Feb 2026 00:00:00 GMT The complete history of artificial intelligence from 1943 to today. Two crashes, two comebacks, and 80 years of breakthroughs that led to ChatGPT, Claude, and the AI revolution. https://understandingyourai.org/ai-energy-crisis/ https://understandingyourai.org/ai-energy-crisis/ Sat, 14 Feb 2026 00:00:00 GMT Everyone's panicking about AI destroying the planet. But peer-reviewed research from Cornell, MIT, and Berkeley tells a very different story about AI energy consumption and efficiency gains. https://understandingyourai.org/you-and-ai-101/ https://understandingyourai.org/you-and-ai-101/ Fri, 13 Feb 2026 00:00:00 GMT Afraid of AI? Hate it? Doesn't matter. It's not going away. Here's how YOU use it to grow, with no courses, no overwhelm, just practical steps that work. https://understandingyourai.org/ai-water-usage-myth/ https://understandingyourai.org/ai-water-usage-myth/ Wed, 04 Feb 2026 00:00:00 GMT The viral claim that AI uses 10 gallons of water per image is wrong by 100-600x. Here's what the peer-reviewed research actually says about AI water consumption. https://understandingyourai.org/mcp-ucp-guide/ https://understandingyourai.org/mcp-ucp-guide/ Tue, 13 Jan 2026 00:00:00 GMT Learn how Model Context Protocol (MCP) and Universal Commerce Protocol (UCP) enable AI chatbots to connect to external tools, databases, and commerce systems. Beginner-friendly with best practices. https://understandingyourai.org/ai-web-trends-2026/ https://understandingyourai.org/ai-web-trends-2026/ Tue, 23 Dec 2025 00:00:00 GMT Learn the top web design, SEO, and AI search trends for 2026. Practical guide for marketers on Generative Engine Optimization (GEO), E-E-A-T, and building websites that get cited by AI. https://understandingyourai.org/ai-industry-connections/ https://understandingyourai.org/ai-industry-connections/ Wed, 03 Dec 2025 00:00:00 GMT See how OpenAI, Anthropic, Microsoft, Google, Nvidia, and Amazon are connected through $200B+ in circular investments. Interactive visualization of the AI industry web.