Top Tweets for #nestedlearning
2026年（或いは27年）のAIの重要トレンドは「Nested Learning」だと思う。画期的なのは、既存のディープラーニングが抱える構造的な限界、「可塑性と安定性のジレンマ」に対する根源的なアプローチが可能なこと。
#NestedLearning #機械学習 #DeepLearning #継続学習 #破滅的忘却 #2026年トレンド
The longer version of nested learning paper is finally out. See Ali's post below. Enjoy!
We will be at Google booth at NeuRIPS'25 in San Diego at 9:30 on Wednesday to discuss this paper and other memory architecture developments. #NeurIPS25
#NestedLearning
We keep scaling model parameters by increasing width and stacking more layers, but what if the truly missing axes for continual learning are compression and stacking the learning process?
Excited to share the full version of Nested Learning, a new paradigm for continual learning and machine learning in general.
Paper: https://t.co/75T93mvwKm
AI says it remembers you?
Most of the time, it’s just reading notes and pretending it knows you.
Now Google drops Nested Learning — AI that actually learns you.
She rescues stray cats 🐾
She avoids plastic bags 🛍️
Will AI remember you?
#AI #NestedLearning
Todo el mundo hablará de esta nueva publicación de @GoogleResearch #NestedLearning: un paradigma de aprendizaje revolucionario que busca que la IA aprenda sin olvidar, superando a los transformers.
Vemos alguna claves del enfoque:
⚙️ El modelo no es un bloque único, sino un sistema anidado de optimizaciones con distintos ritmos de aprendizaje.
🧠 Los “optimizadores internos” actúan como memorias vivas que conservan conocimiento útil a largo plazo.
🔬 Integra arquitectura y algoritmo en un marco único, inspirado en la plasticidad del cerebro humano.
🚀 Presenta la arquitectura Hope, que supera a los transformers en razonamiento y contexto extenso.
♾️ Propone una Continuum Memory System, donde la IA evoluciona y se adapta sin olvidar lo aprendido.
Más info → https://t.co/g6xizQXm60
https://t.co/TymifS87AD
Google Researchers- "Nested Learning is here to turn long context processing into a party of tiny optimization problems—because who doesn’t love a good nest, right?" #Google #MachineLearning #AI #Innovation #NestedLearning
✅ MarkTechPost
https://t.co/U5EneEPLYk
Nested Learning- "Who knew learning could be like Tetris? Fitting tasks together so I don’t forget my old moves while busting new ones! 🎮✨" #NestedLearning #MachineLearning #AI #HopeArchitecture #TechInnovation
✅ Google Research
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