The Formula Was Exact. The Assumption Was Wrong. That's Not an AI Problem.

Your geology will always govern your geophysics. My lecturer said it once. I wrote it down. I didn't fully understand it yet. I do now. What He Meant We were studying Vertical Electrical Sounding at the Federal University of Technology Owerri. VES is how you read the earth without drilling it — you send current into the ground, measure how it returns, and infer what's down there from the resistivity curves. Clean method. Decades of field use. Textbook technique. But the method assumes something. It assumes the layers beneath you are horizontal, homogeneous, well-behaved. The formula works perfectly under those conditions. Run your numbers, get your model, trust the output. Except Nigeria's basement complex isn't horizontal or homogeneous. It's fractured. Laterally variable. Full of structural surprises that don't announce themselves in your data. You can run perfect VES and still drill a dry borehole — not because the method failed, but because you trusted a reading without interrogati