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Deterministic vs Probabilistic Computing: When AI Helps

From Number Munchers to Generative AI: What the Oregon Trail Generation Learned About Computers There was something wonderfully simple about early classroom computers: those three or four units tucked into school libraries, computer labs, or gifted education classrooms. We played Number Munchers or grammar games. Basked in the light of green or amber letters glowing […]

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retrofuturism cartoon image of a robot assistant handing the boss a paper that says facts, from an empty filing cabinet that says sources

AI Hallucinations: Why They Happen and How to Fact-Check It

Your AI Is Lying to You — Here’s Why So you think you outsmarted AI hallucinations. Maybe you built a custom model. Maybe you wrote the world’s best prompt. Maybe you created a detailed system that tells your AI to cite sources, double-check facts, and never make anything up. Sorry. Not true. AI will hallucinate,

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Split screen image of a man at work. On the left he is overwhelmed with paperwork. On the right he is organized with a robot assistant.

Ethical AI Reskilling Strategy: What Leaders Can Learn from IKEA

What if the best ethical AI reskilling strategy is not about replacing people? What if it is about what happens when a company uses AI to remove repetitive work — and then invests in the humans who were doing it? That is what makes the IKEA story so interesting (Ingka Group). IKEA’s AI chatbot, Billie, reportedly

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Not Just for Catholics: A Letter from the Pope on Responsible AI

The Pope’s new letter on AI moved us and totally aligned with the tools and conversations we have at Abundance Solutions about responsible AI. Here’s why. If you haven’t already seen it, Pope Leo XIV recently released Magnifica Humanitas, an encyclical on safeguarding the human person in the age of artificial intelligence. (Link in comments.)

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