Micky Irons

Founder of Mickai™, a Sovereign Intelligence Operating System. Named inventor on 31 UK patent applications (914 claims). UK IPO public register.

Cumbria, United Kingdom Joined on May 2, 2026 https://mickai.co.uk

Work

Founder, Mickai (Sovereign Intelligence Operating System)

Micky Irons

Jun 15

The Breach That Changes the Model

#modelintegrity #aisecurity #weighttampering #postquantumcryptography

1 min read

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Micky Irons

Jun 15

A Human in the Loop You Cannot Prove Is Just a Machine With an Alibi

#humanintheloop #aigovernance #audit #postquantum

1 min read

Micky Irons

Jun 15

The Case Against the Inference API

#sovereignai #inference #ondeviceai #aisecurity

1 min read

Micky Irons

Jun 15

Chain of Custody for a Machine Decision

#aigovernance #chainofcustody #audit #forensics

1 min read

Micky Irons

Jun 15

Federated Learning Spreads the Training. It Does Not Spread the Trust.

#federatedlearning #aigovernance #sovereignai #auditability

1 min read

Micky Irons

Jun 15

A Right to Explanation Is a Right to a Record

#explainability #aigovernance #audit #euaiact

1 min read

Micky Irons

Jun 15

The Signature Has To Outlive the Signer

#keycustody #postquantumcryptography #aigovernance #sovereignty

1 min read

Micky Irons

Jun 15

Red-teaming without verification is theatre

#aisafety #redteaming #verification #cryptographicassurance

1 min read

Micky Irons

Jun 15

Shadow AI Is a Governance Problem, Not a Security One

#shadowai #aigovernance #audit #aiagents

1 min read

Micky Irons

Jun 15

You Cannot Prove a Negative Without a Record

#aiaccountability #auditrecord #tamperevidence #aigovernance

1 min read

Micky Irons

Jun 15

Your Weights Are a Power Station

#sovereignai #nationalsecurity #modelweights #criticalinfrastructure

1 min read

Micky Irons

Jun 15

The clause most AI logging will fail

#euaiact #aicompliance #auditlogging #tamperevidentrecords

1 min read

Micky Irons

Jun 15

When the log is the product, not the exhaust

#auditfirstdesign #aigovernance #tamperevidentlogging #postquantumcryptography

1 min read

Micky Irons

Jun 15

When Models Eat Their Own Output, Lineage Is the Only Defence

#syntheticdata #dataprovenance #aigovernance #modelcollapse

1 min read

Micky Irons

Jun 15

Your Machines Have Identities Too, and Nobody Is Watching Them

#nonhumanidentity #machineidentity #aiagents #security

1 min read

Micky Irons

Jun 15

Determinism Is a Security Feature

#determinism #aisecurity #reproducibility #audit

1 min read

Micky Irons

Jun 15

Your Vendor SOC 2 Says Nothing About the Model

#aigovernance #soc2 #procurement #modelattestation

1 min read

Micky Irons

Jun 15

The Training Data Is a Liability You Cannot See

#dataprovenance #datapoisoning #artificialintelligencesec #modelauditing

1 min read

Micky Irons

Jun 15

Air-Gapped Is Not the Same as Accountable

#airgap #aiaccountability #aigovernance #audit

1 min read

Micky Irons

Jun 15

The PDF Did Not Stop the Breach

#compliance #aisecurity #auditability #openauditrecord

1 min read

Micky Irons

Jun 13

We Have the Machines to End Water Poverty. We Are Still Missing the Room.

#humanitariantechnolo #cleanwater #energyaccess #globaldevelopment

5 min read

Micky Irons

Jun 13

Containing Agents That Act on Their Own

#agenticai #aicontainment #observability #interruptibility

5 min read

Micky Irons

Jun 13

A Security Claim You Cannot Verify Is Marketing

#security #verifiableaudit #vulnerabilitydisclos #penuditecord

6 min read

Micky Irons

Jun 13

Most Blockchains Solve a Problem You Do Not Have

#blockchain #security #ickai #antheon

5 min read

Micky Irons

Jun 13

Security Improves When Someone Is Liable

#liability #securityeconomics #ct #auditability

6 min read

Micky Irons

Jun 13

Cryptography Is the Easy Part

#postquantumcryptogra #keymanagement #cryptoagility #penuditecord

6 min read

Micky Irons

Jun 13

The Signal That Can Be Spoofed

#spoofing #criticalinfrastructu #verifiability #sovereignintelligenc

6 min read

Micky Irons

Jun 13

Surveillance Is the Default. Sovereignty Is a Decision.

#sovereignty #surveillance #databrokers #artificialintelligen

5 min read

Micky Irons

Jun 13

Trust Is Demonstrated, Not Declared

#responsible #verifiability #governance #penuditecord

6 min read

Micky Irons

Jun 13

Prompt Injection Is Not a Bug You Patch

#promptinjection #security #agentic #verifiableaudit

7 min read

Micky Irons

Jun 13

Concentrated AI Power Is a Security Problem

#sovereignty #governance #security #computeconcentration

6 min read

Micky Irons

Jun 13

The voice was cloned. The record was not.

#deepfakefraud #voicebiometrics #identityverification #penuditecord

6 min read

Micky Irons

Jun 13

When Model Risk Management Meets Generative AI

#modelriskmanagement #generative #117 #123

6 min read

Micky Irons

Jun 13

When Your Agent Clicks I Agree

#agenticcommerce #agents #contractlaw #penuditecord

7 min read

Micky Irons

Jun 13

Shadow AI Leaves a Record, or It Leaves the Building

#shadow #datagovernance #datalossprevention #sovereign

6 min read

Micky Irons

Jun 13

The AI Underwriting Gap: Why Provable Records Now Decide What Gets Covered

#liabilityinsurance #underwriting #penuditecord #ct

6 min read

Micky Irons

Jun 12

When Agents Pay Agents, Fast Money Without a Record Is Just Fast Disputes

#agenticcommerce #agenttoagentpayments #settlement #auditrecord

6 min read

Micky Irons

Jun 12

The Board's Duty to Monitor AI Is Now a Documentation Test

#aigovernance #boardoversight #dutytomonitor #caremark

6 min read

Micky Irons

Jun 12

When AI Enters the Control Room, the Record Has to Outlive the Vendor

#criticalinfrastructu #operationaltechnolog #cisancscguidance #agenticai

6 min read

Micky Irons

Jun 12

Provenance for a Model You Did Not Train

#aiprovenance #euaiact #openweightmodels #auditrecord

7 min read

Micky Irons

Jun 12

The FDA Loosened Clinical AI. The Replayable Record Is the Condition It Set.

#clinicaldecisionsupp #fdaguidance #airegulation #openauditrecord

6 min read

Micky Irons

Jun 12

The Law Closed the "The AI Did It" Defence. Now You Need the Proof

#ailiability #ab316 #agenticai #audittrail

7 min read

Micky Irons

Jun 12

Sovereign Compute Is Necessary But Not Sufficient

#sovereignai #sovereigncompute #auditsubstrate #postquantum

7 min read

Micky Irons

Jun 12

The Procurement Cliff: Why Post-Quantum Has To Be In The Record From Day One

#postquantum #cnsa20 #fips204 #mldsa

6 min read

Micky Irons

Jun 12

The Credentialled Agent Is the New Insider Threat

#agenticai #insiderthreat #aisecurity #aigovernance

6 min read

Micky Irons

Jun 12

A Watermark You Can Crop Is Not Provenance

#euaiact #provenance #contentlabelling #cryptographicsigning

7 min read

Micky Irons

Jun 12

Introducing Pantheon: proof, not promises

#ai #blockchain #web3 #bitcoin

8 min read

Micky Irons

Jun 12

What blockchain was built for, and why AI governance needs it

#ai #blockchain #security #web3

4 min read

Micky Irons

Jun 10

The substrate question for local councils, after a year of LGA AI principles

#ai #govtech #sovereignty #opensource

4 min read

Micky Irons

Jun 10

From Crunchbase rank 40,000 to under 500 in seven days, on a sovereign marketing substrate

#ai #marketing #automation #startup

4 min read

Micky Irons

Jun 10

AISI evaluation can be cryptographic, not contractual

#ai #security #cryptography #safety

4 min read

Micky Irons

Jun 10

AI in financial services after the Bank of England paper, and the audit that survives PRA scrutiny

#ai #fintech #security #compliance

5 min read

Micky Irons

Jun 10

The £500m UK Sovereign AI Fund's July competition, and the substrate already on the register

#ai #sovereignty #govtech #startup

4 min read

Micky Irons

Jun 10

What RM6263 actually asks the vendor to prove, and the substrate that proves it

#ai #govtech #procurement #sovereignty

5 min read

Micky Irons

Jun 10

The coroner's inquest that has to survive Q-Day

#ai #cryptography #security #legaltech

4 min read

Micky Irons

Jun 10

The NHS clinical-coding decision a regulator can verify without trusting the vendor

#ai #healthcare #security #sovereignty

4 min read

Micky Irons

Jun 10

The Meter Always Wins: Why Renting Frontier Intelligence Prices Out Everyone but the Enterprise

#inferenceeconomics #meteredcompute #usagelimits #sovereignai

1 min read

Micky Irons

Jun 3

The Off-Switch You Do Not Own

#sovereignai #aioutage #airesilience #offlineai

1 min read

Micky Irons

May 30

The Five-Hundred-Million-Dollar Lesson and the Sovereign Answer

#ai #sovereignty #finops #future

21 min read

Micky Irons

May 29

The $500 Million Lesson in Ungoverned AI

#ai #governance #finops #security

4 min read

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