If we wanted to run models locally, what would you suggest? A high end Mac Mini? Or an NVIDIA DGX?
MACHINE LEARNING
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Exploring Interesting Approaches to Infinite Memory and Context in AI
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r/hardwareswap subreddit snd discord server
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Self-Distillation Degrades LLM Reasoning Capabilities
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"Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?" Self-distillation can make LLMs look smarter by producing shorter, more confident reasoning traces, but in math it often takes out the model's uncertainty and self-correction signals. This can
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Algorithmic Data Deserts and Consumer Exclusion
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How #Algorithmic #Data deserts exclude consumers
by Kristin Burnham @MITSloan Learn more: https://
bit.ly/4drUZNh #DataScience #BigData -

New AI Paper Reveals Surprising and Persistent Phenomenon
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New AI paper from us this week. When my student first showed me his initial findings, I really didn't know what to make of them. I felt that this was an interesting but curious loophole phenomenon that would shortly be closed. I was very wrong. arxiv.org/abs/2603.21687 [Translated from EN to English]
→ View original post on X — @debashis_dutta, 2026-03-28 20:41 UTC
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ULMFiT Transfer Learning: The True Foundation of Modern LLMs
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Every LLM from any lab today, including from OpenAI taces back to @jeremyphoward and @seb_ruder with their ULMFiT paper. The breakthrough for LLMs was transfer learning, not Attention. Flowers ☾ (@flowersslop) Every LLM from any lab today traces back to this guy, who was the only person at OpenAI pushing for pretraining transformer language models. He built GPT-1. After that did others see the potential. He invented it, and almost none of the so called AI experts even know his name. — https://nitter.net/flowersslop/status/2037892926785634720#m
→ View original post on X — @jeremyphoward, 2026-03-28 20:34 UTC
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NAUT Brings Scalable Plug-and-Play Autonomy to Oceans
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NAUT Brings Scalable, Plug-and-Play Autonomy to the Oceans
— Ronald van Loon (@Ronald_vanLoon) 28 mars 2026
via @WevolverApp
#EmergingTech #Technology #Innovation #Tech pic.twitter.com/1fcDVhD1b3NAUT Brings Scalable, Plug-and-Play Autonomy to the Oceans
via @WevolverApp #EmergingTech #Technology #Innovation #Tech -
LimX Dynamics Launches 165-cm Humanoid Robot OLI for AI Developers
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LimX Dynamics Launches 165-cm Humanoid #Robot OLI for #AI Developers
— Ronald van Loon (@Ronald_vanLoon) 28 mars 2026
by @IntEngineering#Robotics #MachineLearning #ArtificialIntelligence #AI #ML pic.twitter.com/YZfS83lnhFLimX Dynamics Launches 165-cm Humanoid #Robot OLI for #AI Developers
by @IntEngineering #Robotics #MachineLearning #ArtificialIntelligence #AI #ML -

Reasoning Models Struggle Controlling Chains of Thought
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Reasoning models struggle to control their chains of thought, and that’s good https://
buff.ly/5zkGrQO
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Smart Waste Bin with Autonomous AI-Based Waste Segregation Technology
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Smart Waste Bin with #Autonomous #AI-Based Waste Segregation
— Ronald van Loon (@Ronald_vanLoon) 28 mars 2026
by @MrLaalpotato
#EmergingTech #Innovation #TechForGood #Technology pic.twitter.com/bWK1c9ynFESmart Waste Bin with #Autonomous #AI-Based Waste Segregation
by @amazingthings_ #EmergingTech #Innovation #TechForGood #Technology