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Model Behavior Engineering (MBE) is a distinct career path. It requires a mix of linguistic intuition and technical taste to define 'headroom evals'—tests that models currently fail (e.g., 30% pass rate) to track frontier capabilities.
Impact: Companies will need to shift from traditional software engineering to roles focused on steering and auditing model behavior.
— from Notion's Agentic Evolution: Building the Software Factory · Latent Space: The AI Engineer Podcast· Apr 15, 2026