Joshua Rothman's New Yorker essay on future-thinking opens with a provocation: for most of human history, people didn't try to predict the future. They lived in an eternal present anchored by tradition. The prediction industry, from forecasting to VC thesis-making to AI benchmarking, is a recent and arguably pathological invention. Across town in the same cultural moment, David Attenborough turns 100, having spent a century narrating a world that mostly operates outside human prediction entirely: ecosystems, animal behavior, geological time.
Prediction Machines and Their Epistemics
The academic literature is catching up to Rothman's intuition. A 2026 arXiv paper, Rigorous Interpretation Is a Form of Evaluation, argues that machine learning models are assessed through behavioral snapshots rather than genuine understanding. The same critique applies to human forecasting. We evaluate predictions by whether they came true, not by whether the reasoning that generated them was sound. TurboFund's spotlight on how predictions should reward accuracy over luck is a product-level attempt to fix exactly this epistemic problem: designing systems that distinguish good reasoning from good outcomes. The TurboFund predictions framework is quietly one of the more interesting takes on epistemically honest forecasting.
Attenborough as Counter-Narrative
Attenborough's longevity as a cultural figure is itself a data point about the limits of prediction. His work does not tell you what will happen. It shows you what is happening, in extreme granular detail, with wonder rather than forecast. Anthony Lane's profile notes that Attenborough links the patch of glass in our living rooms to the wide world beyond. That translation work is non-predictive. It is interpretive. The New Yorker's Rothman and Attenborough's entire career are both arguments that attention paid to the present is more generative than anxiety about the future. The AI forecasting industry, including the VC community's obsession with timing the next wave, might do well to remember that David Attenborough has never published a prediction and remains the most trusted voice in the room.