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    Single-Cloud AI on Azure: Performance, Governance & Cost Predictability

    A new Principled Technologies (PT) study — circulated as a press release and picked up by partner outlets — argues that adopting a single‑cloud approach for AI on Microsoft Azure can produce concrete benefits in performance, manageability, and cost predictability, while also leaving room for...
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    • ai ai ethics ai governance ai on azure ai workloads arc azure azure ai azure ai search azure ai services azure arc azure cloud azure local azure rag azure search azure security policy azure services cloud computing cloud computing ethics cloud ethics cloud governance cloud security cloud strategy cloud surveillance cloud-strategy compliance corporate governance corporate responsibility cost optimization data governance data gravity data privacy data residency data-governance data-gravity defense cloud contracts defense contracting defense contracts defense technology delos cloud governance dual use technology egress enterprise procurement germany public sector governance government contracts government surveillance gpu-accelerated human rights human rights technology hybrid cloud hybrid-cloud hyperscale policy independent audit israel defense israel defense forces israel defense ministry israel gaza conflict israel ministry of defense israel palestine israel security israeli defense unit it-operations latency mass surveillance mass surveillance ethics microsoft microsoft azure microsoft cloud governance military cloud use military surveillance mlops multi cloud multi cloud comparison national security openai for germany operational-efficiency privacy ethics rag deployment rag workloads regulatory compliance responsible ai roi security single cloud single-cloud sovereign cloud surveillance ethics surveillance policy tco tco modeling tech policy tech worker activism total cost of ownership unit 8200 vendor governance vendor lock-in vendor-lock-in
    • Replies: 40
    • Forum: Windows News
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    Verifying AI Software 2025 Rankings: GGI Top 21 and Market Realities

    Global Growth Insights’ countdown of the “Top 21 Artificial Intelligence (AI) Software Companies in 2025” crystallizes a broader truth: AI has moved from pilot projects to the strategic center of enterprise technology stacks, but the numbers and rankings that circulate in commercial roundups...
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    • ai software market enterprise ai market verification vendor governance
    • Replies: 0
    • Forum: Windows News
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    Defending Your Identity Against AI Hallucinations: A Practical Reputation Playbook

    AI assistants can — and do — confidently tell strangers that you committed a crime, voted a different way, or hold beliefs you don’t, and when that happens the damage is immediate, hard to correct, and increasingly baked into products people use for hiring, vetting, and decision-making. This is...
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    • ai ethics ai risk ai-hallucinations brand protection crisis management defamation risk digital identity entity home entity-disambiguation governance knowledge panel knowledge-graph knowledge-panel misattribution online reputation management reputation remediation schema markup structured data vendor governance
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    • Forum: Windows News
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    Gartner: AI Is Now IT's Operating Reality - What CIOs Must Do by 2030

    Gartner’s message at its recent IT Symposium keynote was blunt: AI is no longer a niche experiment — it is seeding itself into every corner of technology management, and CIOs must treat it as an organizational operating reality rather than a vendor-driven fad. This framing — repeated by Gartner...
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    • ai accountability ai adoption ai cost ai governance ai risk automation cio leadership enterprise ai fusion teams genai governance at scale hyperscalers it strategy mlops reskilling roi ai trism vendor governance workforce transformation
    • Replies: 0
    • Forum: Windows News
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    Windows Resiliency Initiative: Black Screen Replaces BSOD, Adds Quick Machine Recovery

    Microsoft quietly ended one of Windows’ most enduring visual warnings this summer: the Blue Screen of Death — the cobalt banner that for decades signaled catastrophic system failure — has been replaced with a streamlined black “unexpected restart” screen as part of Windows 11’s ongoing...
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    • av edr black screen bsod crash dump crowdstrike outage enterprise it incident response kernel security mvi qmr quick machine recovery resiliency initiative security platform startup repair system reboot telemetry vendor governance windows windows 11 windows update
    • Replies: 0
    • Forum: Windows News
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