runtimeversies
Runtimeversies refer to the dynamic variant outputs that a system can produce during execution. They are emergent properties of software and media that rely on runtime factors—such as user input, sensor data, randomization, seeds for procedural generation, or learned models—rather than fixed, prewritten outcomes. The concept emphasizes variation within a single program run and across runs, as opposed to static versions created at development time.
Mechanisms include nondeterministic processes, randomized seeds, adaptive logic, procedural content generation, and machine-learned models that respond
Challenges include reproducibility and debugging, as variations can make bugs harder to reproduce. Tools and practices
Related concepts include procedural generation, nondeterminism, stochastic processes, live coding, and generative AI. The study of