Maligned - November 19, 2025

AI news without the BS

Here’s what actually matters in AI today. No fluff, no hype - just 5 developments worth your time.

Today’s Top 5 AI Developments

1. Gemini Ultra 2.0 Unleashed: New Multimodal Powerhouse 🚀

Google DeepMind just dropped Gemini Ultra 2.0, a significant upgrade to their flagship multimodal model. This new iteration boasts drastically improved reasoning, perception across various data types, and an even larger context window, cementing its lead in generalist AI capabilities. It’s a big step towards more versatile and intelligent systems handling complex real-world scenarios.

Source: Google DeepMind (Official Announcement) Link: https://deepmind.google/gemini-ultra-2

2. Robots Get a Grip: Precision Manipulation Breakthrough 🤖

Researchers have finally cracked the code for multi-fingered robotic hands to perform both strong power grasps and delicate precision tasks within a single system. By co-optimizing fingertip geometry and control, this system achieves impressive success rates in complex sim-to-real transfers and real-world challenges like pinching bread. This is a game-changer for dexterous robotics, making robots far more capable in human environments.

Source: arXiv Link: https://arxiv.org/abs/2511.13710v1

3. Healthcare AI: Specialized Models Win for Hospital Ops 🏥

Forget generalist LLMs for critical hospital operations – new research shows specialized models, like NYU Langone Health’s Lang1, outperform them dramatically. Pretrained on massive EHR data, Lang1 significantly boosts accuracy for tasks like readmission prediction and mortality, proving that in healthcare, domain-specific AI isn’t just better, it’s essential for real-world impact and efficiency.

Source: arXiv Link: https://arxiv.org/abs/2511.13703v1

4. Giving AI Spatial Smarts: Multimodal Models See the World Better 🗺️

Multimodal foundation models have been decent, but their spatial reasoning often fell short. SenseNova-SI tackles this head-on with an 8-million-sample dataset, demonstrating unprecedented performance across spatial intelligence benchmarks. This pushes MMFMs closer to truly understanding the physical world, which is crucial for applications like AR, robotics, and complex scene analysis.

Source: arXiv Link: https://arxiv.org/abs/2511.13719v1

5. Edit Images Like a 3D Engine: Free-Form Scene Editor 🎨

Say goodbye to flat image editing. FFSE is a 3D-aware framework that lets you manipulate objects in images with full 3D transformations – translating, scaling, and rotating – while maintaining realistic shadows and scene consistency across multiple edits. It’s like having a 3D engine built right into your image editor, opening up new possibilities for creative professionals and content generation.

Source: arXiv Link: https://arxiv.org/abs/2511.13713v1

That’s it for today. Stay aligned. 🎯

Maligned - AI news without the BS