Category: AI
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How to Run Qwen3.8-Flash-Next on Two DGX Sparks Over One Cable
Our open-source recipe runs Qwen3.8-Flash-Next on two NVIDIA DGX Spark units joined by one direct QSFP cable, with the settings, speeds and limits we measured.
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Serve GLM-5.3-Flash With Full 1M Context on One DGX Station GB300
Our open-source recipe serves GLM-5.3-Flash at its full 1M context on one DGX Station GB300, with the memory trap fixed and real speeds measured.
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DeepSeek and the FY2026 NDAA: What DoD Contractors Need to Know
Section 1532 of the FY2026 NDAA bars DeepSeek and High Flyer AI on DoD contracts. Learn what it covers, what it does not, and the replacement path.
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Using GPT-OSS 20B and 120B for Regulated Industries
GPT-OSS 20B and 120B run on your own hardware under Apache 2.0. Petronella Technology Group, Inc. deploys open-weight models inside compliance boundaries.
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Why Gemma Is the Right Local AI Model for CMMC Compliance
Run Google's Gemma 4 locally under Apache 2.0 inside your CMMC boundary. Petronella Technology Group, Inc. scopes, sizes, and deploys private AI.
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How a Private AI Voice Agent Cuts Compliance Costs
A private AI voice agent keeps CUI and PHI on hardware you control instead of public cloud, and this guide covers architecture and audit criteria.
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DGX Spark 64GB: Specs, Price, and the Cable to Pair Two
DGX Spark 64GB specs next to the 128 GB model, which buyers the smaller memory suits, and the exact cable that pairs two units into one 128 GB cluster.
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NJAAKK-N911 vs NJAAKK0006 vs NJAAKR-0006: DGX Spark Cable
Amphenol NJAAKK-N911, NJAAKK0006 and Luxshare LMTQF022-SD-R decoded for DGX Spark, and how our in-stock 0.5 m NJAAKR-0006 fits. $159, free US shipping.
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Vmware Private AI Sovereign Cloud Alternative Ibm for Compliance
VMware Private AI alternatives exist: a private cluster on isolated hardware keeps CUI and PHI off public cloud APIs, with compliance drivers explained.
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Why a Private AI Appliance Secures Your Firm's Data
A private AI appliance runs open-weight AI models on-site, keeping CMMC and HIPAA data off public cloud APIs. See hardware sizing, costs and setup steps.
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DGX Spark vs Strix Halo vs Gorgon Halo: Local LLM Benchmarks
DGX Spark vs Strix Halo vs Gorgon Halo, tested with the same llama.cpp build: token speed, prompt processing, bandwidth, clustering, price and which to buy.
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DGX Spark Shutdown Under Load: Our 8-Unit GB10 Diagnosis
Why our DGX Spark and GB10 units powered off at the start of long prompts, the nvidia-smi clock lock that stopped it, and a reboot fix for memory bandwidth.
