AI Models Predict Divergent Atlantic Paths for Invest 96L

Emerging artificial intelligence weather models are forecasting a weaker trajectory into the Caribbean for tropical disturbance Invest 96L, contrasting sharply with traditional physics-based models that predict a stronger hurricane curving away from land, meteorologists noted on August 25, 2026.

As of early Tuesday, the National Hurricane Center placed Invest 96L south-southeast of the Cabo Verde Islands, assigning it a 70% chance of developing into a tropical depression within 48 hours. Forecasters are also tracking Invest 95L, located east-northeast of Bermuda, which carries a 40% chance of short-lived development before encountering hostile environmental conditions.

Andy Hazelton, a scientist at the University of Miami's Cooperative Institute for Marine and Atmospheric Studies, highlighted the clear divergence between forecasting methods late Monday.

"The general steering flow suggests this hopefully won't be a threat to the Continental United States, but it'll be worth watching, particularly if it waits to develop and doesn't gain much latitude over the next few days," said Andy Hazelton, Scientist at the University of Miami's Cooperative Institute for Marine and Atmospheric Studies.

Hazelton noted that the traditional American GFS model rapidly develops Invest 96L into a hurricane that curves away from the Caribbean, whereas the AI version of the GFS projects a weaker system moving directly into the Caribbean. If the system stays weak, lower-level trade winds are expected to steer it toward the Lesser Antilles, Puerto Rico, and the Bahamas in roughly 10 days.

AccuWeather lead hurricane forecaster Alex DaSilva explained that while a developing storm typically turns out to sea between a jet stream and the Bermuda High, specific computer simulations show alternate outcomes near the US coastline.

"There are several Google models that are near the East Coast that keep it weak until near the Bahamas and then develop it rapidly," said Alex DaSilva, Lead Hurricane Forecaster at AccuWeather.

"Given the pattern, it's going to be hard for anything to just come driving into Florida but it's definitely something we want to keep an eye on," DaSilva said.

Environmental factors including dry atmospheric air and wind shear could still disrupt the system. However, if Invest 96L maintains its structure, FOX Weather hurricane specialist Bryan Norcross indicated that steering currents north of the Caribbean might allow intensification next week.

"That wouldn't be until next week, so it's nothing to think too hard about at this point," said Bryan Norcross, Hurricane Specialist at FOX Weather.

The Atlantic hurricane season entered its climatological peak period five days ago, which runs through mid-October with a statistical pinnacle on Sept. 10. Despite entering this active phase, the 2026 season remains significantly behind historical averages across multiple atmospheric metrics.

Data from Colorado State University shows the Atlantic basin has recorded just 4.5 named storm days compared to an average of 18.5 for this date. Accumulated Cyclone Energy, which tracks storm strength and duration, sits at 3.1 compared to the seasonal average of 24.9.

"A lot of people may have tuned this season out and then suddenly you have something on your doorstep," said Alex DaSilva, Lead Hurricane Forecaster at AccuWeather.

"There's nothing immediate happening but it's still hurricane season," DaSilva said.