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Sovereign AI: Owning and controlling AI capabilities for true data sovereignty

The articles discuss the concept of "Sovereign AI," emphasizing the importance of owning and controlling AI capabilities rather than relying on cloud-based services. This approach involves bringing AI back within an institution's perimeter, using owned hardware, and ensuring actions are cryptographically proven and auditable. The author argues that this method offers true data sovereignty and resilience against threats like ransomware, insider attacks, prompt injection, and model extraction, contrasting it with the limitations of "sovereign cloud" offerings. AI

IMPACT Promotes a shift towards self-hosted, auditable AI systems, potentially impacting cloud provider strategies and enterprise AI adoption models.

RANK_REASON The cluster consists of multiple opinion pieces and articles discussing a concept rather than announcing a specific product release or research breakthrough.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 9 sources. How we write summaries →

Sovereign AI: Owning and controlling AI capabilities for true data sovereignty

COVERAGE [9]

  1. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Building a Sovereign AI Centre of Excellence A pilot proves intelligence can do a thing. A sovereign AI Centre of Excellence proves your institution can do it r

    Building a Sovereign AI Centre of Excellence A pilot proves intelligence can do a thing. A sovereign AI Centre of Excellence proves your institution can do it repeatedly, lawfully, and provably, for years. Here is how to stand up owned, governed AI capability that outlives the de…

  2. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    The True Total Cost of Owning Your AI A per-token cloud bill is a variable-rate mortgage on your own intelligence: trivial in the pilot, ruinous in production,

    The True Total Cost of Owning Your AI A per-token cloud bill is a variable-rate mortgage on your own intelligence: trivial in the pilot, ruinous in production, and impossible to read. We make the honest case for the total cost of owning your artificial intelligence outright, on h…

  3. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Repatriating AI From the Cloud Repatriation is the return home: bringing artificial intelligence back inside the perimeter you own, on hardware you control, wit

    Repatriating AI From the Cloud Repatriation is the return home: bringing artificial intelligence back inside the perimeter you own, on hardware you control, with proof that survives every audit. https:// mickai.co.uk/articles/repatria ting-ai-from-the-cloud # SovereignAI # AI # D…

  4. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Sovereign AI vs Sovereign Cloud: Why Owning Your Brains Is the Real Freehold Every hyperscaler now sells a sovereign cloud, but a nicer lease is still a lease.

    Sovereign AI vs Sovereign Cloud: Why Owning Your Brains Is the Real Freehold Every hyperscaler now sells a sovereign cloud, but a nicer lease is still a lease. We explain why owning your brains, air-gapped and cryptographically attested, is the only true freehold for regulated in…

  5. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    AI and Ransomware Resilience Ransomware now attacks the evidence, not just the estate. A Sovereign Intelligence Operating System answers with signed, offline re

    AI and Ransomware Resilience Ransomware now attacks the evidence, not just the estate. A Sovereign Intelligence Operating System answers with signed, offline records and revocable brains, so the estate stays recoverable and provable. https:// mickai.co.uk/articles/ai-and-r ansomw…

  6. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Deepfake Defence with Voice Biometrics Voice cloning has crossed the line where a careful human listener can be fooled. We explain why detection alone can never

    Deepfake Defence with Voice Biometrics Voice cloning has crossed the line where a careful human listener can be fooled. We explain why detection alone can never win, and how Mickai binds identity to hardware and signs every action before it runs, so a stolen voice simply cannot p…

  7. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    AI Insider Threat Defence Insider threat leaves through a valid login, not a broken firewall. We built Mickai so no single trusted human can move sovereign inte

    AI Insider Threat Defence Insider threat leaves through a valid login, not a broken firewall. We built Mickai so no single trusted human can move sovereign intelligence alone: multiple brains must concur, a living voice must confirm, and every action is signed before it runs. htt…

  8. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Prompt Injection Defence, Sovereignly Prompt injection is a riddle hidden in the text your models read. We built Mickai so the riddle is answered by signed poli

    Prompt Injection Defence, Sovereignly Prompt injection is a riddle hidden in the text your models read. We built Mickai so the riddle is answered by signed policy and attestation before any action can ever run. https:// mickai.co.uk/articles/prompt-i njection-defence-sovereign # …

  9. Mastodon — mastodon.social TIER_1 English(EN) · Mickai ·

    Defending Against Model Extraction Attacks Model extraction attacks let an adversary reconstruct your trained weights through nothing but clever questions. We t

    Defending Against Model Extraction Attacks Model extraction attacks let an adversary reconstruct your trained weights through nothing but clever questions. We treat the weights you own like the face of Medusa: something no attacker should ever be permitted to look upon directly. …