Memorization does not imply overfitting. Overfitting is strictly about what happens on non-training data. So, e.g., just because LLMs memorize data doesn’t make them stochastic parrots. What matters is what they do with it, and they typically paraphrase it quite appropriately.
AI
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Memorization vs Overfitting in Large Language Models
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Memorization does not imply overfitting. Overfitting is strictly about what happens on non-training data. So, e.g., just because LLMs memorize data doesn’t make them stochastic parrots. What matters is what they do with it, and they typically paraphrase it quite appropriately.
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A Conceptual Framework for AI System Integration
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AI systems = layers • LLMs → intelligence
• RAG → knowledge
• GenAI → creation
• Agents → execution
• Agentic AI → autonomy Power comes from integration Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #Tech -
Android to Introduce GenUI Widgets for Personalized User Experiences
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Android will get GenUI widgets! So users can create widgets to show the exact information they want.
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DeepMind prototype explores new AI-human interface paradigms
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Muy buena demostración de DeepMind del largo camino que aún nos queda por hacer (y deshacer) para reimaginar las interfaces que usamos con IA!
— Carlos Santana (@DotCSV) 12 mai 2026
En este caso un prototipo de cursor inteligente que pueda entender, según dónde apunta el usuario, su intención.pic.twitter.com/guuR9Lj1yrA very good demonstration from DeepMind of the long road we still have ahead (and behind) to reimagine the interfaces we use with AI! In this case, a prototype of an intelligent cursor that can understand, based on where the user points, their intention.
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DeepMind’s AI pointer understands context and responds to voice
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Google DeepMind just reinvented the mouse pointer.
— Chubby♨️ (@kimmonismus) 12 mai 2026
Since Doug Engelbart's demo in 1968, the little arrow on your screen has barely changed. Until now.
The new AI pointer sees what you're pointing at, understands the context, and responds to your voice. You point at an image of… https://t.co/z9cNgtMvOMGoogle DeepMind just reinvented the mouse pointer. Since Doug Engelbart's demo in 1968, the little arrow on your screen has barely changed. Until now. The new AI pointer sees what you're pointing at, understands the context, and responds to your voice. You point at an image of
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Android introduces Rambler AI for voice-to-text organization
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Android will get Rambler, a new voice input that can declutter your brain dump into clean sentences.
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Hiring Supercomputing Engineers for AI Infrastructure and Training
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Cluster magicians and GPU whisperers, come join us! We’re looking for supercomputing engineers to build the infrastructure behind real-time interactive models, Tinker, and large-scale training: scheduling, storage, networking, reliability, and distributed systems at scale.
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Gemini Intelligence Coming to Samsung Galaxy and Pixel Devices
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Gemini Intelligence is coming to Samsung Galaxy and Pixel phones this summer!