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Concept

Systems Thinking

Reasoning about a problem as the interaction of components rather than as a property of any one component — the trait that lets engineers spot which constraint actually binds.

Tensions

Pure systems thinking can degenerate into hand-waving; the useful version always lands on a number (a roofline, a ratio, a crossover point). The biggest performance leaps come from rethinking the boundaries between layers rather than pushing harder within one layer.

Related Concepts

parallelism | roofline analysis | inference economics

Last updated: May 17, 2026