MIT scientists have developed a method that uses generative AI combined with a physics-based flood model to create satellite images depicting potential post-hurricane flooding. This method visually forecasts what regions might look like after severe storms, aiding residents in deciding whether to evacuate. As a test, the method was applied to Houston, generating realistic images of potential flooding from a storm like Hurricane Harvey. These AI-enhanced images proved more accurate than those made without the physics model, which erroneously depicted flooding in impossible areas.
Named the "Earth Intelligence Engine, " this technique aims to enhance public preparedness by offering a more tangible visualization compared to traditional color-coded maps. The system integrates generative adversarial networks (GANs) for realistic image creation and emphasizes the importance of trustworthy data in risk-sensitive scenarios. Testing showed GANs alone could produce "hallucinations" or errors, leading to the integration of physics-based models to improve reliability. This research, published in IEEE Transactions on Geoscience and Remote Sensing, illustrates a promising intersection of AI and physics for disaster readiness, with support from various institutions including NASA and Google Cloud.
MIT's Earth Intelligence Engine: AI-Powered Flood Forecasting
Startups in New Jersey now have access to advanced AI tools through an integrated solution developed by LeapEngine, a prominent local digital marketing agency.
AI Business-in-a-Box™ Now Assisting Over 15,000 Founders Worldwide with Back Office Tasks and E-Commerce Store Growth NEW YORK CITY, NEW YORK / ACCESS Newswire / October 30, 2025 / doola, the AI Business-in-a-Box™ designed for global e-commerce entrepreneurs, today announced the integration of an AI Co-Founder Action featuring four robust capabilities into its flagship AI Co-Founder product
Sony Electronics has announced the launch of what it calls the industry's first camera authenticity solution compatible with video and compliant with the C2PA (Coalition for Content Provenance and Authenticity) standard.
Creating impactful, on-brand content often demands a considerable investment of time, budget, and design expertise, which can pose a significant challenge for small to medium-sized businesses (SMBs).
Nvidia, a leading technology firm known for its advancements in graphics processing units (GPUs) and artificial intelligence (AI), is reportedly planning a major investment in the AI startup Poolside, according to a recent Bloomberg News report.
Google has recently introduced a new feature called AI Overviews, which provides AI-generated summaries prominently displayed at the top of search results.
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