OpenAI Sora has been leaked

New AI Tool Visualizes Future Flooding

MIT scientists have developed a groundbreaking AI tool that generates satellite images showing how regions might look after potential flooding events. By combining generative AI with a physics-based flood model, this method helps communities visualize and prepare for approaching storms.

Key Highlights:

Realistic Flood Predictions: The tool merges AI-generated imagery with physics-based models to ensure accurate flood depictions. Unlike traditional AI, which may create “hallucinations” like floods in impossible areas, this approach generates trustworthy visuals.

Test Case – Houston: The tool simulated post-storm visuals for Houston, based on Hurricane Harvey. Results matched real satellite imagery, demonstrating the method’s reliability.

Practical Application: Named the “Earth Intelligence Engine,” this tool could one day help communities decide whether to evacuate, offering a more relatable alternative to color-coded flood maps.

MIT researchers envision this method as a step toward creating hyper-local climate simulations. By offering personalized visualizations, it aims to make climate impact data more intuitive and actionable.

The Rise of Automated LinkedIn’s AI Posts

AI-generated writing is reshaping LinkedIn, with over 54% of long English-language posts on the platform now likely AI-written, according to an analysis by detection startup Originality AI. From rewriting profiles to drafting congratulatory messages, Microsoft’s professional networking site has embraced automation, offering LinkedIn Premium users built-in AI tools.

The Shift to AI-Generated Content

AI's presence on LinkedIn surged after ChatGPT’s release in 2023, with AI-driven posts spiking 189%. Yet, LinkedIn doesn’t officially track AI-written posts. Adam Walkiewicz, LinkedIn’s head of feed relevance, notes, “We use AI to help members overcome the blank page problem, but original ideas matter most.”

A Growing Industry

From career influencers to tech content creators, many users now rely on general-purpose AI like Anthropic's Claude to draft LinkedIn posts. Non-native English speakers also lean on AI to refine grammar and translate ideas, bridging communication gaps.

Controversies and Reactions

AI-assisted writing remains polarizing. Critics argue it undermines human creativity, while advocates see it as a time-saving tool. Some users disclose AI involvement in their posts, emphasizing that quality—not authorship—matters most.

For better or worse, LinkedIn has become an ideal testing ground for AI writing, where professionalism often trumps authenticity. As AI tools evolve, so too will the balance between automation and human creativity on the platform.

Nvidia's new AI model generates novel sounds

Nvidia has revealed Fugatto, an advanced AI model designed to revolutionize audio creation. This technology can generate music and sound effects from text descriptions and modify existing audio in ways never seen before. For example, Fugatto can make a trumpet sound like a barking dog or transform spoken words into a different accent or emotional tone.

Main Highlights:

• New AI model: Fugatto generates music, and sound effects, and modifies voices.

• Unique capability: Transforms existing audio—for example, piano notes into human vocals or accents in speech.

• Creative applications: Designed for music, film, and video game industries.

• Concerns about misuse: Nvidia debates public release to prevent issues like misinformation or copyright violations.

“This is generative AI bringing new capabilities to music, video games, and even ordinary creators,” says Bryan Catanzaro, Nvidia’s VP of applied deep learning research.

Despite its potential, Fugatto is not publicly available yet. Nvidia is evaluating risks, such as copyright infringement and misinformation, before deciding on a release timeline. The model was trained on open-source data to mitigate some concerns.

Fugatto represents a bold step in generative AI, offering powerful tools for creative professionals while navigating the challenges of responsible technology use.

OpenAI Sora has been leaked