1.3 Billion Globally Have Fatty Liver Disease; Numbers To Reach 2 Billion By 2050: Lancet Study https://
ndtv.com/health/1-3-bil
lion-globally-have-fatty-liver-disease-numbers-to-reach-2-billion-by-2050-lancet-study-11354442
… #research #fattyliver #disease #health
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1.3 Billion People With Fatty Liver Disease By 2050
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Sakana AI Recruits ML Research Software Engineers
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To realize the future of autonomous scientific discovery as envisioned by AI scientists and to overcome current challenges, powerful engineering that bridges cutting-edge ML research and products is essential. https://
sakana.ai/careers/#softw
are-engineer-research-and-development
… Sakana AI is currently recruiting Software -
Optimus and Supercomputer Clusters for Advanced FSD Safety
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Optimus and our supercomputer clusters. AI4 is enough to achieve much better than human safety for FSD.
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Google DeepMind Lyria 3: AI Music Generation from Ideas and Images
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This is powered by Lyria 3 from Google DeepMind, available inside the Gemini app. We are moving toward a world where: Ideas → music
Images → soundtracks
Moments → personalized songs The barrier between imagination and creation keeps shrinking. Don't miss out on the latest -
SynthID Watermarking AI-Generated Music Identification and Transparency
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There is also a big question around AI transparency. This system includes SynthID. An imperceptible watermark embedded in the audio. That means AI-generated music can still be identified later. As generative media scales, provenance like this becomes critical.
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Generative AI Music: Beyond Simple Beats to Full Creative Generation
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Most people think generative AI for music means simple beats. The new systems go far beyond that. Describe a concept like: → mood
→ genre
→ story The AI generates: → lyrics
→ vocals
→ instrumentation
→ tempo In seconds. This changes how creative experimentation -
AI Generates Custom Soundtracks from Photos and Videos
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The most interesting part is multimodal creativity. Upload a photo or video. The AI analyzes the mood and context. Then composes a soundtrack that fits the moment. Possible use cases: → personalized songs for memories
→ instant soundtracks for short-form video
→ rapid -
Google Turns Text and Photos Into Music Instantly
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A single sentence can now become a full song.
— Ronald van Loon (@Ronald_vanLoon) 15 avril 2026
Lyrics. Vocals. Instruments. Tempo.
All generated in seconds.
Even a photo can be turned into a soundtrack.
This new system from @Google turns ideas into music instantly.
We are entering an era where ideas become music instantly.… pic.twitter.com/4J0Ce2SV6oA single sentence can now become a full song. Lyrics. Vocals. Instruments. Tempo. All generated in seconds. Even a photo can be turned into a soundtrack. This new system from @Google turns ideas into music instantly. We are entering an era where ideas become music instantly.
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Roadmap for Building Scalable AI Agents
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Roadmap for Building Scalable #AIAgents
by @e_opore #GenerativeAI #ArtificialIntelligence #MachineLearning #MI -
AI Video Models Improve Through Deliberate Corruption Training
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What this means is AI models that generate video are about to give us much better quality. But this line caught my eye: “We teach the model to recover those details by training it through deliberate corruption.” I love reading papers like this. Shows how the future gets better.