All articles
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DGX Spark Firmware Update: What We Learned on 8 GB10 Units
Our DGX Spark firmware update on 8 GB10 units: mixed firmware, a unit that shut itself off, an 11% burn drop, and faster LLM serving.
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Understanding the Impact of LLM Watermarking on AI Agent Behavior
LLM watermarking can shift AI agent behavior and blur data provenance. See the compliance gaps it opens under audit and how to document and monitor them.
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AI Calls Across Channels With Consent Intact
Consent across channels is the hard part of AI calls; see how channel, purpose and identity mismatches create drift, and how to design around them.
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Clop Leak Site Takeover, a Docker Botnet Hunting AI Keys
Clop leak site takeover, a Docker botnet hunting AI keys and a water utility exposure, what each incident teaches and the recovery steps that matter.
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What Cable Do I Need to Connect Two DGX Sparks?
One 0.5 m QSFP112 passive DAC connects two DGX Sparks, Port 0 to Port 0. Which cable and why, which GB10 boxes take it, and the bring-up checks that prove 200G.
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Blockchain Receipts for AI Returns Protect Privacy
How blockchain receipts let AI assisted e-commerce returns prove what happened without storing sensitive data, keeping privacy and audits intact.
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Decades-Old File Flaws Span Android, Linux, macOS and Windows
File security flaws decades old span Android, Linux, macOS and Windows, leaking file events to side channels. See how cross-platform patching closes them.
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Dutch governments builds alternative for Microsoft based on NixOS
The Dutch government is building a Microsoft replacement on NixOS; what immutable infrastructure means for compliance, audits and supply chain risk.
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DGX Spark Cluster: 4 to 8 Nodes, Switch vs Ring
Four DGX Sparks can now run as a switchless ring or on a switch. NVIDIA's new 8-node support, our eight-GB10 build, parts list, NCCL settings and results.
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3 DGX Spark Ring: Port-by-Port Wiring Guide
Wire three DGX Sparks in a switchless ring: which QSFP port goes where, why Port 0 to Port 0 breaks NVIDIA's netplan, and the checks that prove 200G.
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AI Reservation Call Compliance Gaps That Trip Businesses
Why AI reservation calls create compliance gaps around consent, payments and retention, and how to keep an evidentiary trail without losing speed.
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1factory FedRAMP Moderate Equivalent Environment for Defense
How a FedRAMP Moderate equivalent environment aligns with CMMC 2.0 for defense manufacturers, cutting duplicated compliance work and speeding readiness.
