I recently had the pleasure of joining @nikkei podcast to discuss Sakana AI’s vision, the current landscape of AI development, and the strategic path forward for Japan As the AI industry moves incredibly fast, I believe it’s crucial to step back and think about how we build
@hardmaru
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Doc-to-LoRA: Learning to Instantly Internalize Contexts
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Doc-to-LoRA: Learning to Instantly Internalize Contexts https://
github.com/SakanaAI/doc-t
o-lora
… https://
arxiv.org/abs/2602.15902 -
Hypernetworks Enable Fast Model Adaptation Through Document Compilation
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Instead of forcing models to hold everything in an active context window, we can use hypernetworks to instantly compile documents and tasks directly into the model's weights. A step towards giving language models durable memory and fast adaptation.
— hardmaru (@hardmaru) 27 février 2026
Blog: https://t.co/e2b8G9LJKe https://t.co/IezT9IGgg2Instead of forcing models to hold everything in an active context window, we can use hypernetworks to instantly compile documents and tasks directly into the model's weights. A step towards giving language models durable memory and fast adaptation. Blog: https://
pub.sakana.ai/doc-to-lora/ -
Congratulations on funding round, world models approach
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Congrats on the round, @alexgkendall World models FTW
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Sakana AI Hiring Applied Research Engineers
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We're excitedly hiring Applied Research Engineers to work with us at Sakana AI! https://
sakana.ai/careers/#appli
ed-research-engineer
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AGI Through Real-World Learning and Distributed Crustacean Agents
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We’re finally building agents that learn just like this: playing directly in the real world to discover things on their own.
— hardmaru (@hardmaru) 1 février 2026
It turns out the path to AGI involves a swarm of locally-hosted crustaceans. 🦞 pic.twitter.com/BtuBVLCOuFWe’re finally building agents that learn just like this: playing directly in the real world to discover things on their own. It turns out the path to AGI involves a swarm of locally-hosted crustaceans.
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Sakana AI Recruiting Global Talent for Next Generation AI
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Our challenge has only just begun. We are recruiting for all positions from Japan to the world—people to join us in creating the next generation of AI. Please take a look at the details. https://
sakana.ai/careers -
Intelligence Reorganizes Around Survival in Resource Competition
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When agents compete for limited resources, intelligence reorganizes around survival, not elegance.