Category: AI
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Mac Studio M5 Ultra vs DGX Spark: 1.2 TB/s vs 273 GB/s
The M5 Ultra brings 1.2 TB/s of bandwidth against the DGX Spark 273 GB/s, but CUDA decides most buys. Compare both for local LLM work and get the FIPS facts.
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Why your local LLM feels dumber than it is
Local LLMs often feel weaker than cloud models. The real causes are architectural tradeoffs, retrieval mechanics and security boundary decisions.
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What happens when an LLM never sees material beyond fifth grade?
Language models restricted to fifth grade reading show how training data defines capability. Why curation, provenance and validation matter.
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Artificial Intelligence: Ars Notoria and Instant Knowledge
The allure of acquiring vast knowledge without laborious study is as old as civilization. Ars Notoria promised rituals for instant mastery.
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AI Data Residency: Requirements, Risks, and Fixes
Which regulations require AI data to stay in-country, where hosted AI chatbots and pipelines break residency, and the on-premise paths that keep data local.
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Private AI Inference: Run LLMs On-Prem and Keep Data In-House
How to run LLM inference on-premises: hardware sizing, software stack, security, and the compliance case for keeping AI data in-house.
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Is Gmail HIPAA Compliant? The Honest Answer for Healthcare Teams
Is Gmail HIPAA compliant? Free consumer Gmail is not, and Google will not sign a business associate agreement for a personal @gmail.com account.
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Pi.dev Review: Hands-On Look at the Pi Coding Agent
Explore pi dev in this hands-on review of the Pi coding agent. Learn about its open-source features, model support, data handling, and fit for regulated teams.
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CNBC's Jim Cramer Says He Needs 'Cold Hard' Proof AI Is Paying Off
Jim Cramer wants cold hard proof AI is paying off. Why ROI skepticism matters and how to measure real returns on AI projects.
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Two RTX 5090 32GB GPUs For Sale: Tested and Local-AI-Ready
No longer for sale: the two used RTX 5090 32GB GPUs we listed for local AI have been returned to our own fleet. Original listing and local AI guidance inside.
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DGX Spark Memory Bandwidth: 273 GB/s vs the 25 GB/s Link
DGX Spark memory bandwidth is 273 GB/s but the 400G cluster link delivers about 25 GB/s. We measured 196 Gb/s on one cable and explain when clustering helps.
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Zero-Disclosure AI: Private Search for Regulated Data
Zero-Disclosure AI enables private search across regulated data in healthcare, finance, legal, and government, with audit-ready, secure access controls.
