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
INNOVATION
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Sakana AI Recruits ML Research Software Engineers
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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.
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Cognify AI Prison Concept Uses Brain Implants to Replace Sentences
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Cognify. Le concept de prison IA qui fait froid dans le dos.
— VISION IA (@vision_ia) 15 avril 2026
Le principe : au lieu de passer 10 ans en cellule, le prisonnier choisit de recevoir un implant cérébral. L'IA génère de faux souvenirs injectés directement dans son cerveau.
En quelques minutes, il vit ce qui lui… pic.twitter.com/lDXMwwSZq0Cognify. The AI prison concept that sends shivers down your spine. The principle: instead of spending 10 years in a cell, the prisoner chooses to receive a brain implant. The AI generates fake memories injected directly into their brain. In just a few minutes, they experience