Metrics

The Forest & The Desert Are Parallel Universes • Kent Beck • GOTO 2025

The Forest & The Desert Are Parallel Universes • Kent Beck • GOTO 2025

Kent Beck introduces the 'Forest vs. Desert' metaphor to describe two parallel universes of software development. He contrasts the 'Forest' mindset, based on abundance, trust, and collaboration (akin to Extreme Programming), with the 'Desert' mindset, rooted in scarcity, control, and pressure. Beck argues that while the Desert is internally consistent and can be profitable, it settles for 'crumbs', whereas the Forest aims to realize the full potential value of software—the 'whole cake'.

Perceptual Evaluations: Evals for Aesthetics — Diego Rodriguez, Krea.ai

Perceptual Evaluations: Evals for Aesthetics — Diego Rodriguez, Krea.ai

KREA.ai's cofounder Diego Rodriguez discusses the critical failure of current AI evaluation metrics in understanding human perception and aesthetics, advocating for a new paradigm of personalized, perceptually-aware evals.