Étiquette : predictions

GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy

Two graphs compare GenCast and ENS for extreme heat and winds, showing GenCast provides higher relative economic value at 1- and 5-day lead times.

“Today, in a paper published in Nature, we present GenCast, our new high resolution (0.25°) AI ensemble model. GenCast provides better forecasts of both day-to-day weather and extreme events than the top operational system, the European Centre for Medium-Range Weather Forecasts’ (ECMWF) ENS, up to 15 days in advance. We’ll be releasing our model’s code, weights, and forecasts, to support the wider weather forecasting community.”

Source : GenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy – Google DeepMind

https://www.ft.com/__origami/service/image/v2/images/raw/https%3A%2F%2Fd1e00ek4ebabms.cloudfront.net%2Fproduction%2F828cb106-58ed-4822-ba19-43a9582dd7e0.jpg?fit=scale-down&source=next&width=700

“Fisher was quite right to highlight the need to think about the future. We must, after all, weigh up our chances and make our decisions. But, as his contemporary John Maynard Keynes famously remarked, sometimes “we simply do not know”. And since Fisher was eventually ruined, while Keynes died a millionaire, a little agnosticism comes in very handy. In any case, we must learn to live with uncertainty. Perhaps we should obsess less about the question, “Will it happen?” and devote more thought to what we would do if it did.”

Source : Why pollsters so often seem to get it wrong | Financial Times

Un algorithme peut-il prédire les crimes ? Les forces de police américaines s’équipent depuis plusieurs années de logiciels censés détecter le lieu des futurs crimes et délits. Leur succès tient pourtant davantage du marketing que de leur efficacité prédictive.

Source : À qui profite le crime ? – La Vie des idées

The agreement gives DeepMind access to a wide range of healthcare data on the 1.6 million patients who pass through three London hospitals run by the Royal Free NHS Trust – Barnet, Chase Farm and the Royal Free – each year. This will include information about people who are HIV-positive, for instance, as well as details of drug overdoses and abortions. The agreement also includes access to patient data from the last five years.

Source : Revealed: Google AI has access to huge haul of NHS patient data | New Scientist

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