The 2025 edition of the GEOSS guidelines introduces a revolutionary component: . Using machine learning trained exclusively on verified local practice data (Tiers 1-4), the VLPE can:

"The verification of these guidelines is not just a bureaucratic box-ticking exercise," explains a senior geotechnical consultant involved in the review process. "It is the formal recognition that local empirical knowledge—honed over decades of building in these specific conditions—stands up to rigorous scientific scrutiny."

International Society for Soil Mechanics and Geotechnical Engineering Capacity Calculations