The most underrated thing in AI right now is that “good enough” local intelligence has arrived. Gemma 4 12B on a 16GB laptop covers everything everything normal users need. Unlimited, free forever, and completely offline.
AI HARDWARE
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Start Local AI with a single RTX 3090, buy it anon
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All it takes to get started with Local AI is a single RTX 3090, so go buy that GPU anon
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Local models on phone using borrowed MacBook compute for free
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This is the FUTURE.
— Shubham Saboo (@Saboo_Shubham_) 5 juin 2026
Local models running on your phone with borrowed compute from your MacBook.
100% free and works with all Open Source models. pic.twitter.com/bhtzdlbQezThis is the FUTURE. Local models running on your phone with borrowed compute from your MacBook. 100% free and works with all Open Source models.
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AI compute demand strong, NVIDIA platform powers expanding AI clouds worldwide
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AI compute demand isn't slowing down, and neither is the ecosystem to support it. AI Clouds are built on NVIDIA’s full-stack, end-to-end AI factory platform. They’re expanding worldwide to bring accelerated computing closer to developers, enterprises, startups and nations
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Everything You Need to Know About Inference Engines and Local LLMs
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Everything You Need To Know About
Inference Engines and Running LLMs Locally at Home Explains why Inference Engines exist in the first place
– Prefill is not Decode
– VRAM is not bandwidth
– Fit is not speed
– KV Cache is the real memory problem
– Quantization only matters if -
Apollo and Blackstone partnerships and Broadcom demand indicate AI market shift
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Partnering with the money guys such as Apollo and Blackstone is an ominous turn for a crazed AI infrastructure market. So is the “huge” demand for Broadcom’s services by Google and others well in advance of actual deployment of chips. Not the end of the road, but a potential
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NEBIUS develops physical AI platform for robotics
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NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training. pic.twitter.com/VDv67vGXrC
— Lucian Fogoros (@fogoros) 4 juin 2026NEBIUS is building a physical AI platform that addresses the long-tail problem in robotics training.
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SambaNova unveils disaggregated inference demo and SN50 RDU for AI agents
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Premium inference is powering the next generation of AI agents. First live disaggregated inference demo for AI agents New SN50 RDU purpose-built for agentic inference Faster, more efficient AI with industry-leading throughput See what's next for AI inference:
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NVIDIA DGX Spark updates boost agentic AI inference speeds 2.6x
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Is your infrastructure ready for the shift to agentic AI? Discover how the latest NVIDIA DGX Spark updates simplify local agent workflows and boost inference speeds by up to 2.6x using NVIDIA NemoClaw. Read the blog: https://
nvda.ws/4uPi16d -
We are in the recursive era of AI according to Cerebras
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We are in the recursive era of AI. Cerebras wrote an article about this from a hardware perspective in March: https://cerebras.ai/blog/why-the-ai-race-shifted-to-speed …