Best AI Home Workstations 2026 - Full Buying Guide
Complete buying guide for AI home workstations in 2026 - pre-built machines and DIY builds for running local LLMs from 3B to 70B+ models, with benchmarks, part lists, and price-tier comparisons.
Articles Tagged "NVIDIA"
Best Open-Source LLM Inference Servers 2026
A benchmark-driven comparison of the top open-source LLM inference servers - vLLM, SGLang, TGI, llama.cpp, TensorRT-LLM, LMDeploy, and more.
NVIDIA Groq 3 LPU - SRAM-Based Inference Engine
The NVIDIA Groq 3 LPU is a pure-SRAM inference chip delivering 150 TB/s memory bandwidth and 1.2 PFLOPS FP8 per chip, designed to pair with Vera Rubin GPUs for trillion-parameter model serving.
NVIDIA Ising: Open AI for Quantum Error Correction
NVIDIA releases two open-source AI models for quantum hardware - a 35B vision-language model that cuts calibration time from days to hours, and CNN decoders that outpace the standard by 2.5x.
NVIDIA Ising
NVIDIA Ising is the world's first open AI model family for quantum computing - a 35B MoE VLM for quantum processor calibration and 3D CNN decoders for real-time surface code error correction.
Arcee's Trinity-Large: 398B Open Reasoning at $0.90
Arcee AI ships Trinity-Large-Thinking, a 398B sparse MoE reasoning model under Apache 2.0 that hits 91.9% on PinchBench for $0.85 per million output tokens on OpenRouter.
Meta Commits $21B More to CoreWeave, Total Hits $35B
Meta expands its CoreWeave partnership by $21 billion through December 2032, bringing total commitments to $35 billion and locking in early NVIDIA Vera Rubin deployments.
Anthropic Ships $100M AI Cyber Defense to 12 Rivals
Project Glasswing unites AWS, Apple, Google, Microsoft, CrowdStrike, and seven other organizations with $100M in credits for Anthropic's restricted Mythos Preview model to patch critical infrastructure before attackers catch up.
Cerebras Launches $2B IPO Roadshow on Nasdaq
Cerebras Systems has kicked off a $2 billion IPO roadshow targeting a Nasdaq listing under ticker CBRS, anchored by a $10 billion compute contract with OpenAI.
AutoKernel - AI Agents That Write Faster GPU Kernels
RightNow AI releases AutoKernel, an open-source MIT-licensed framework that runs an autonomous LLM agent loop overnight to produce optimized Triton kernels for any PyTorch model.
Cisco DefenseClaw Locks Down AI Agents at RSA
Cisco open-sourced DefenseClaw at RSA 2026 - a five-minute install that scans agent skills, MCP servers, and AI-generated code before they run, with 2-second policy enforcement and Splunk telemetry built in.
OpenAI's $122B Round Adds Retail Access Before IPO
OpenAI closed its funding round at $122 billion and $852 billion valuation on March 31, with $3 billion going to retail investors via banks for the first time.
