Frontier labs now replace human-made pipeline components with model-made synthetic versions. This shift prioritizes speed and cost over raw accuracy, often accepting a 10% performance drop for 10,000x faster iteration. Latent Space argues this transition is already load-bearing. Practitioners must now optimize for simulation-driven intelligence rather than relying on scarce human-curated datasets.