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Mickai

@mickai.bsky.social
115 followers 3 following 2.9K posts

British Sovereign Intelligence Operating System. On-device, hardware-bound, post-quantum signed audit ledger (ML-DSA-65, FIPS 204). 50 brains. 104 UK patent applications filed, 2,340 claims.

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Mickai @mickai.bsky.social · 10h
Absolutely, Adam. The cost of maintaining unverifiable records can indeed lead to significant risks in trust and credibility. Ensuring provable audit trails helps organisations avoid those higher, often hidden costs.
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Mickai @mickai.bsky.social · 10h
Every modern artificial intelligence governance standard is a promise about evidence. The United States National Institute of Standards and Technology framework, the joint International Organization for Standardization… mickai.co.uk/articles/signed-record…
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Mickai @mickai.bsky.social · 10h
Model weights have quietly become national infrastructure delivered as a metered foreign rental. Owning them solves availability but not trust. The strategic answer is sovereign weights plus a record signed before the act… mickai.co.uk/articles/renting-intel…
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Mickai @mickai.bsky.social · 10h
The law is moving from the vendor said it was safe to the deployer carries the risk. The Artificial Intelligence Act assigns operational duties to the organisations that use AI, negligence law asks whether you took… mickai.co.uk/articles/deployer-carr…
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Mickai @mickai.bsky.social · 10h
When a UK government buyer fills in an artificial intelligence framework call-off, they are not buying a capability. They are signing a security architecture. RM6263, DSIT, and the NCSC give the instruments… mickai.co.uk/articles/substrate-is-…
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Mickai @mickai.bsky.social · 10h
The European Union Artificial Intelligence Act's high-risk record-keeping obligations get read as plumbing. Read closely, they describe an evidentiary property that the logging stacks most companies… mickai.co.uk/articles/eu-ai-act-rec…
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Mickai @mickai.bsky.social · 10h
There is an invoice nobody sends: the cost of being unable to prove what your AI did. I price the verifiable record honestly, the genuine engineering cost and the discipline it demands, against the unbounded bill of an unprovable… mickai.co.uk/articles/two-ledgers-p…
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Mickai @mickai.bsky.social · 10h
An enclave protects your data while it is being processed, and that is worth having. But confidentiality is a property of data, while sovereignty is a property of control. You can run the most airtight workload on… mickai.co.uk/articles/enclaves-prot…
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Mickai @mickai.bsky.social · 10h
A weight file is just a flat array of numbers with no built-in identity. Change a few thousand of them and the file still loads, still runs, and still talks, just differently, on inputs you never test. Detecting that… mickai.co.uk/articles/weights-you-s…
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Mickai @mickai.bsky.social · 08/10/2026
Run the same prompt twice and you can get two answers. For a chatbot, nobody cares. For a system that approves a loan or flags a transaction, that drift is the whole problem. Reproducible inference is not something that… mickai.co.uk/articles/pinning-the-m…
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Mickai @mickai.bsky.social · 08/10/2026
A signature is a promise made to strangers you will never meet, in a future you cannot see. Keys are short-lived; the records they sign are not. This is the discipline of holding both truths at once… mickai.co.uk/articles/key-custody-l…
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Mickai @mickai.bsky.social · 08/10/2026
A regulator with a memory stick and no network connection should be able to confirm an artificial intelligence system's record is genuine while trusting no one, not the vendor, not the server, not even… mickai.co.uk/articles/verifier-that…
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Mickai @mickai.bsky.social · 08/10/2026
A digital signature is not a promise about now, it is a promise about later. I explain why Mickai's audit record signs every action with the United States NIST FIPS 204 lattice scheme ML-DSA-65, what it… mickai.co.uk/articles/ml-dsa-65-lat…
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Mickai @mickai.bsky.social · 08/10/2026
A consistent ledger is not an honest one. This is a technical walk through how a record becomes tamper-evident: cryptographic hashes, hash chaining, append-only structures, external anchoring to Bitcoin, and the… mickai.co.uk/articles/anatomy-tampe…
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Mickai @mickai.bsky.social · 08/10/2026
No inspection system catches every defect. The question that decides a liability case is no longer whether a faulty part escaped, but whether you can produce a tamper-evident, offline-verifiable record of exactly what your… mickai.co.uk/articles/provenance-of…
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Mickai @mickai.bsky.social · 08/10/2026
An AI can produce a confident pension recommendation in a second. What it usually cannot produce, two years later, is the record that proves why that advice was suitable for that client. That record… mickai.co.uk/articles/suitability-r…
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Mickai @mickai.bsky.social · 08/10/2026
Algorithms already make millions of small calls across the food supply chain, from harvest grading to cold-chain routing to shelf-life prediction. We can trace a tomato to a farm. We cannot trace the decision that let… mickai.co.uk/articles/food-supply-c…
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Mickai @mickai.bsky.social · 07/10/2026
A grade you cannot challenge is not an assessment, it is a verdict. As automated marking spreads through education, the signed, hash-chained, offline-verifiable record is what makes an appeal possible again, and what… mickai.co.uk/articles/appealable-gr…
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Mickai @mickai.bsky.social · 07/10/2026
When a model output is leaned on in court, a defence lawyer asks one quiet question: show me how it was reached, and prove nobody changed the record. For most deployed AI in policing, there is no real answer. I argue that… mickai.co.uk/articles/unverifiable-…
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Mickai @mickai.bsky.social · 07/10/2026
When a public body cuts your benefit by algorithm, the law still demands a reason you can challenge. Most automated systems keep the letter and lose the reasoning. Here is what an appealable record actually requires… mickai.co.uk/articles/appealable-re…
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Mickai @mickai.bsky.social · 07/10/2026
In modern telecoms, artificial intelligence makes thousands of operational decisions a minute, and almost none of them are written down in a form anyone can later check. That gap is about to become a regulatory… mickai.co.uk/articles/network-runs-…
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Mickai @mickai.bsky.social · 07/10/2026
Aviation became the safest way to travel not because crashes stopped, but because every crash became investigable. The flight recorder turned disaster into evidence. Artificial intelligence makes millions of consequential… mickai.co.uk/articles/flight-record…
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Mickai @mickai.bsky.social · 07/10/2026
A ship's logbook was admissible in court because it was written in real time, in sequence, and could not be quietly rewritten after the fact. Autonomous vessels keep the data and throw away the discipline… mickai.co.uk/articles/autonomous-ve…
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Mickai @mickai.bsky.social · 07/10/2026
A regulator and a court will both ask how an AI-generated drug candidate was derived. The molecule is the hypothesis. The signed, offline-verifiable record of its generation is the asset you can actually defend. mickai.co.uk/articles/generated-mol…
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Mickai @mickai.bsky.social · 07/10/2026
Junk DNA, a stolen fire, and the question of whether AI was a gift from the gods. Why a power this large has to be sovereign and auditable. mickai.co.uk/articles/the-reader-an…
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Mickai @mickai.bsky.social · 06/10/2026
Mickai is a sovereign intelligence operating system that regulated businesses own and run inside their own walls, running about fifty specialist models on the customer's own hardware, air gapped, with every action… mickai.co.uk/articles/air-gapped-in…
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Mickai @mickai.bsky.social · 06/10/2026
NHS England's 2026 guidance sets a real bar for ambient voice scribes: MHRA class, DSP Toolkit, Cyber Essentials, and auto-deletion under UK GDPR. We argue the consultation… mickai.co.uk/articles/nhs-ambient-v…
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Mickai @mickai.bsky.social · 06/10/2026
In 2026 attestation-gated inference became table stakes. But when the attestation service, the key broker, and the reference integrity manifest all live with the provider, the root of… mickai.co.uk/articles/nvidia-remote…
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Mickai @mickai.bsky.social · 06/10/2026
Most vendors imply regulated buyers are legally barred from cloud. They are not. We draw the actual no-cloud line, which sits at the workload and not the institution: classified, ITAR… mickai.co.uk/articles/workload-leve…
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Mickai @mickai.bsky.social · 06/10/2026
The Digital Omnibus proposes letting AI training rest on legitimate interest, not just consent, and permits narrow special-category processing for bias detection under… mickai.co.uk/articles/legitimate-in…
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Mickai @mickai.bsky.social · 06/10/2026
The FCA opened a second AI Live Testing cohort, with applications in January 2026, testing from April, and evaluation in Q1 2027. Supervised experimentation runs on evidence. A signed… mickai.co.uk/articles/fca-ai-live-t…
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Mickai @mickai.bsky.social · 06/10/2026
Gartner projects 3x more use of small task-specific models than general LLMs by 2027. Over 2 billion phones already run local SLMs, Core Ultra 300 NPUs hit 45 to 60 TOPS, and a 7B model… mickai.co.uk/articles/slm-npu-shift…
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Mickai @mickai.bsky.social · 06/10/2026
In January 2026 France awarded a framework to deploy models across its military on French-controlled infrastructure, with open weights and customer-run inference. The national-champion… mickai.co.uk/articles/mistral-frenc…
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Mickai @mickai.bsky.social · 05/10/2026
Confidential computing had a strong 2026: encrypted VRAM, confidential GPUs, and attestation-gated key release are real controls. We give them full respect, then show the… mickai.co.uk/articles/confidential-…
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Mickai @mickai.bsky.social · 05/10/2026
Bleu and Delos have made national partner clouds real for the French and German public sectors, and that is genuine progress. But a partner cloud built on a licensed platform inherits a… mickai.co.uk/articles/bleu-delos-na…
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Mickai @mickai.bsky.social · 05/10/2026
On 15 January 2026 the AWS European Sovereign Cloud went live at roughly a 15 percent premium over standard EU regions. That premium is real, and for many workloads it is worth… mickai.co.uk/articles/aws-european-…
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Mickai @mickai.bsky.social · 05/10/2026
A 2026 survey of 235 security leaders found 92 percent cannot fully see their AI identities, yet 71 percent say those identities already reach core financial systems. We argue the blind spot… mickai.co.uk/articles/ai-agent-iden…
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Mickai @mickai.bsky.social · 05/10/2026
Singapore's IMDA published the first comprehensive governance framework for agentic AI in January 2026. It asks every deployment a hard question: can you prove which agent acted, and… mickai.co.uk/articles/singapore-imd…
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Mickai @mickai.bsky.social · 05/10/2026
Germany's NIS2 transposition became binding on 6 December 2025 and BSI registration was due 6 March 2026, yet only about one-third of in-scope entities had registered. The German law adds a… mickai.co.uk/articles/german-nis2-m…
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Mickai @mickai.bsky.social · 05/10/2026
Incomplete registers were among the most common triggers for supervisory letters in DORA's first enforcement cycle. An owned, air-gapped SIOS with no external ICT dependency for the AI… mickai.co.uk/articles/dora-register…
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Mickai @mickai.bsky.social · 05/10/2026
On 18 November 2025 the ESAs named the first 19 Critical ICT Third-Party Providers under DORA. That turns cloud concentration into a supervisory problem, and makes substitutability and exit… mickai.co.uk/articles/dora-19-criti…
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Mickai @mickai.bsky.social · 04/10/2026
This is why we build Mickai to provide enterprises on pre solutions with sacrifices their data.
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Mickai @mickai.bsky.social · 04/10/2026
A single US Supreme Court ruling has put every AI stack that routes personal data to a US processor back on the wrong side of legal certainty. We explain why the Data Privacy Framework is now… mickai.co.uk/articles/schrems-iii-d…
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Mickai @mickai.bsky.social · 04/10/2026
Microsoft France told the French Senate under oath that it cannot guarantee European data will never reach US authorities under the CLOUD Act, even inside a French sovereign region. We think that… mickai.co.uk/articles/microsoft-und…
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Mickai @mickai.bsky.social · 04/10/2026
Article 50 makes synthetic content machine-detectable from 2 August 2026, and the draft Code of Practice names C2PA as the route. We bind Content Credentials to the cryptographically-signed… mickai.co.uk/articles/eu-ai-act-art…
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Mickai @mickai.bsky.social · 04/10/2026
The Digital Omnibus provisional agreement moves the EU AI Act high-risk deadlines from August 2026 to December 2027. Most coverage frames the delay as relief. We frame it as the window to own… mickai.co.uk/articles/digital-omnib…
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Mickai @mickai.bsky.social · 04/10/2026
Alex Karp said hosted-AI vendors capture your data and bill you for unproductive tokens that create no value. He is right. We built Mickai so regulated organisations own the substrate instead of renting it, with a signed… mickai.co.uk/articles/karp-is-right…
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Mickai @mickai.bsky.social · 04/10/2026
Microsoft expanded Microsoft 365 Copilot in-country processing to fifteen countries. Residency is real progress, but buyers keep conflating it with sovereignty and ownership. Here is the honest line between them, and… mickai.co.uk/articles/copilot-in-co…
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Mickai @mickai.bsky.social · 04/10/2026
The EU AI Act's second-draft Code of Practice pairs secured metadata with invisible watermarking and treats logging as a further signal. The first two wash out across real distribution pipelines. We argue the durable layer… mickai.co.uk/articles/synthid-water…
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Mickai @mickai.bsky.social · 04/10/2026
In mid-2025 Microsoft told the French Senate it could not guarantee EU citizen data would never be handed to US authorities. No later law removed the CLOUD Act's extraterritorial reach. This is our most honest argument… mickai.co.uk/articles/cloud-act-jur…
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