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Mickai proposes Sovereign AI with verifiable, offline-first architecture

Mickai is proposing a framework for "Sovereign AI" that emphasizes verifiable actions and data ownership, moving away from cloud dependency. This approach involves using signed records, tamper-evident audit chains built with SHA-3-512, and post-quantum cryptography like ML-DSA-65 for signatures. The architecture aims for offline-first operation, with AI identities bound to hardware via Trusted Platform Modules (TPMs) to ensure defensibility and auditability, even against future quantum threats. AI

IMPACT This framework could influence future AI development by prioritizing verifiable actions and data sovereignty, potentially leading to more auditable and secure AI systems.

RANK_REASON The cluster consists of multiple blog posts from a single author on Mastodon discussing a conceptual framework for AI architecture and governance, rather than a product launch or research paper.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 10 sources. How we write summaries →

Mickai proposes Sovereign AI with verifiable, offline-first architecture

COVERAGE [10]

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

    The Board and the AI Oversight Duty Directors can only oversee what they can verify, and most AI in production offers nothing to check. Signed, hash-linked line

    The Board and the AI Oversight Duty Directors can only oversee what they can verify, and most AI in production offers nothing to check. Signed, hash-linked lineage on hardware the board controls is what turns a governance slide into a governance fact. https:// mickai.co.uk/articl…

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

    The CIO Sovereign AI Roadmap Reaching a sovereign intelligence estate is not a single purchase but a staged voyage, from cloud dependency to intelligence you ow

    The CIO Sovereign AI Roadmap Reaching a sovereign intelligence estate is not a single purchase but a staged voyage, from cloud dependency to intelligence you own, govern and can defend under any audit. We walk the CIO through each stage, using the journey of Odysseus as our map. …

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

    The General Counsel Case for Sovereign AI Privilege, disclosure and defensibility are the three questions every general counsel asks of enterprise AI. Sovereign

    The General Counsel Case for Sovereign AI Privilege, disclosure and defensibility are the three questions every general counsel asks of enterprise AI. Sovereign, signed and owned records answer all three. https:// mickai.co.uk/articles/the-gene ral-counsel-case-for-sovereign-ai #…

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

    Watermarking and Provenance for AI Models Provenance is not a sticker on the model, it is thread woven through the whole cloth. How Mickai binds verifiable, att

    Watermarking and Provenance for AI Models Provenance is not a sticker on the model, it is thread woven through the whole cloth. How Mickai binds verifiable, attributable origin into every brain and every artefact, signed before it acts and verifiable offline. https:// mickai.co.u…

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

    Zero-Trust AI Architecture Zero trust discards the perimeter and demands proof at every step. Here is how signed identity, per-action attestation and a tamper-e

    Zero-Trust AI Architecture Zero trust discards the perimeter and demands proof at every step. Here is how signed identity, per-action attestation and a tamper-evident ledger turn trust nothing, verify everything, into working AI architecture. https:// mickai.co.uk/articles/zero-t…

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

    Offline-First AI Architecture Antaeus was invincible while he touched the earth and weak the moment he left it. That is the whole argument for offline-first art

    Offline-First AI Architecture Antaeus was invincible while he touched the earth and weak the moment he left it. That is the whole argument for offline-first artificial intelligence: full-power sovereign intelligence that draws its strength from the operator's own ground, feeds on…

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

    Signed Records: The CBOR Ledger Format Inside Mickai, no action is trusted because a system claims it happened. It is trusted because a compact, signed CBOR rec

    Signed Records: The CBOR Ledger Format Inside Mickai, no action is trusted because a system claims it happened. It is trusted because a compact, signed CBOR record proves it happened, in this order, with this outcome, and can be replayed and verified offline years later. https://…

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

    SHA-3-512 and Tamper-Evident Audit Chains A hash-linked audit ledger built on SHA-3-512 makes altering the past mathematically impossible: every entry carries i

    SHA-3-512 and Tamper-Evident Audit Chains A hash-linked audit ledger built on SHA-3-512 makes altering the past mathematically impossible: every entry carries its whole ancestry, so the smallest edit shatters the chain and names the record where it broke. https:// mickai.co.uk/ar…

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

    ML-DSA-65: The Signature Under Every Action Beneath every action a Mickai brain takes sits a single quiet mechanism: a post-quantum FIPS 204 ML-DSA-65 signature

    ML-DSA-65: The Signature Under Every Action Beneath every action a Mickai brain takes sits a single quiet mechanism: a post-quantum FIPS 204 ML-DSA-65 signature that turns an operation into evidence built to hold for decades, even against the quantum machines of a future we canno…

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

    TPM-Bound AI Identity In most AI deployments the identity of the acting agent is a portable secret, and anything portable can be stolen or cloned. We bind ident

    TPM-Bound AI Identity In most AI deployments the identity of the acting agent is a portable secret, and anything portable can be stolen or cloned. We bind identity and keys to the operator's own TPM, so only the right party, on the right machine, may cross. https:// mickai.co.uk/…