Micky Irons - DEV Community

Micky Irons

Jul 21

Can insolvency practitioners use AI on case data?

#sovereignai #insolvency #professionalconfiden #audittrail

1 min read

Micky Irons

Jul 21

Is your AI provider about to become a UK critical third party?

#sovereignai #criticalthirdparties #fsma2023 #operationalresilienc

1 min read

Micky Irons

Jul 21

Does the UK Data (Use and Access) Act change the rules for AI decisions?

#sovereignai #datauseandaccessact #automateddecisionmak #ukgdpr

1 min read

Micky Irons

Jul 21

Can HR use AI on grievance and disciplinary cases?

#sovereignai #hrai #employmenttribunal #dsar

1 min read

Micky Irons

Jul 21

Should a trade union let member data anywhere near cloud AI?

#sovereignai #tradeunions #memberdata #specialcategorydata

1 min read

Micky Irons

Jul 21

Can charities use AI on donor and beneficiary data?

#sovereignai #charities #beneficiarydata #ukgdpr

1 min read

Micky Irons

Jul 21

Can care providers use AI on safeguarding and resident data?

#sovereignai #socialcare #safeguarding #ukgdpr

1 min read

Micky Irons

Jul 21

Can an AI agent sign a contract on behalf of your company?

#sovereignai #agenticai #contractlaw #aigovernance

1 min read

Micky Irons

Jul 21

What skills does your team need to run sovereign AI?

#sovereignai #aiskills #aigovernance #onpremiseai

1 min read

Micky Irons

Jul 21

Who maintains on-premise AI when something breaks?

#sovereignai #onpremiseai #aioperations #aimaintenance

1 min read

Micky Irons

Jul 21

How do you back up and restore an air-gapped AI system?

#sovereignai #airgappedai #backupandrestore #auditledger

1 min read

Micky Irons

Jul 21

What happens when your cloud AI model is deprecated?

#sovereignai #modeldeprecation #modelrisk #cloudai

1 min read

Micky Irons

Jul 21

What should an AI acceptable use policy cover in 2026?

#sovereignai #acceptableusepolicy #aigovernance #shadowai

1 min read

Micky Irons

Jul 21

Are AI prompts and outputs subject to freedom of information?

#sovereignai #freedomofinformation #publicsectorai #aigovernance

1 min read

Micky Irons

Jul 21

Do you need a DPIA before deploying AI?

#sovereignai #dpia #ukgdpr #dataprotection

1 min read

Micky Irons

Jul 21

Can directors be personally liable for AI risk under NIS2?

#sovereignai #nis2 #directorliability #aigovernance

1 min read

Micky Irons

Jul 21

When does an AI failure become a reportable incident under DORA?

#sovereignai #dora #incidentreporting #financialservices

1 min read

Micky Irons

Jul 21

Does the EU Cyber Resilience Act apply to AI products?

#sovereignai #cyberresilienceact #euregulation #onpremiseai

1 min read

Micky Irons

Jul 21

Is emotion recognition AI banned at work under the EU AI Act?

#sovereignai #euaiact #emotionrecognition #workplacemonitoring

1 min read

Micky Irons

Jul 21

Do employees need AI training under the EU AI Act?

#sovereignai #euaiact #ailiteracy #aitraining

1 min read

Micky Irons

Jul 21

Can schools use AI without sending pupil data to the cloud?

#sovereignai #education #datasovereignty #onpremiseai

1 min read

Micky Irons

Jul 21

Can audit firms use AI on client working papers?

#sovereignai #auditfirms #audittrail #datasovereignty

1 min read

Micky Irons

Jul 21

What should a housing association require from AI used on tenant data?

#sovereignai #housing #datasovereignty #audittrail

1 min read

Micky Irons

Jul 21

How do you run a sovereign AI pilot in 90 days?

#sovereignai #aipilot #onpremiseai #audittrail

1 min read

Micky Irons

Jul 21

Can you fine-tune an AI model on customer data without it leaking?

#sovereignai #finetuning #datasovereignty #onpremiseai

1 min read

Micky Irons

Jul 21

Can bidders use AI on data room material in M&A due diligence?

#sovereignai #ma #datasovereignty #audittrail

1 min read

Micky Irons

Jul 21

Can you use AI on whistleblowing reports?

#sovereignai #whistleblowing #datasovereignty #audittrail

1 min read

Micky Irons

Jul 21

Can an AI agent hold regulated responsibility under the UK SM&CR?

#sovereignai #aiagents #regulatedai #audittrail

1 min read

Micky Irons

Jul 21

Can AI run inside an OT network under IEC 62443?

#sovereignai #otsecurity #iec62443 #onpremiseai

1 min read

Micky Irons

Jul 21

Can a security operations centre use AI on incident data without a cloud SIEM?

#sovereignai #securityoperations #onpremiseai #audittrail

1 min read

Micky Irons

Jul 21

How long must you keep AI decision logs under the EU AI Act, DORA and GDPR?

#sovereignai #euaiact #dora #audittrail

1 min read

Micky Irons

Jul 21

What hardware do you need to run enterprise AI on-premise?

#sovereignai #onpremiseai #airgappedai #aihardware

1 min read

Micky Irons

Jul 21

Is air-gapped AI less capable than cloud AI?

#sovereignai #airgappedai #onpremiseai #datasovereignty

1 min read

Micky Irons

Jul 21

What does an AI readiness assessment actually check?

#sovereignai #aireadiness #datasovereignty #regulatedai

1 min read

Micky Irons

Jul 21

Is AI CV screening high-risk under the EU AI Act?

#sovereignai #euaiact #regulatedai #audittrail

1 min read

Micky Irons

Jul 21

Does the EU AI Act apply to UK companies selling into the EU?

#sovereignai #euaiact #regulatedai #aireadiness

1 min read

Micky Irons

Jul 21

What should AI operators prepare for the UK Cyber Security and Resilience Bill?

#sovereignai #regulatedai #aireadiness #datasovereignty

1 min read

Micky Irons

Jul 21

Can you meet NIS2 24-hour incident reporting when AI is in the loop?

#sovereignai #nis2 #airgappedai #regulatedai

1 min read

Micky Irons

Jul 21

What does a credible exit plan from a cloud AI vendor look like under DORA?

#sovereignai #dora #onpremiseai #datasovereignty

1 min read

Micky Irons

Jul 21

Does DORA require threat-led penetration testing of your AI systems?

#sovereignai #dora #regulatedai #onpremiseai

1 min read

Micky Irons

Jul 14

When the AI bubble bursts, what happens to the AI you rent from the cloud?

#sovereignai #aibubble #cloudaivendorrisk

6 min read

Micky Irons

Jul 14

Can hospitals use AI without sending patient data to the cloud?

#sovereignai #sovereignaihealthcar #ondeviceaihospitals #patientdatacloudai

6 min read

Micky Irons

Jul 14

When ChatGPT goes down, your business should not: what outage-proof, offline AI looks like

#outageproofai #offlineai #chatgptoutage #ondeviceai

6 min read

Micky Irons

Jul 14

Sovereign cloud costs 30 percent more and is still someone else's cloud: what full sovereignty actually requires

#sovereigncloud #sovereignai #datasovereignty #sovereignintelligenc

6 min read

Micky Irons

Jul 14

Non-human identities now outnumber humans 50 to 1: how do you make an AI agent an accountable identity?

#sovereignai #nonhumanidentities #aiagentgovernance #agentidentity

7 min read

Micky Irons

Jul 14

GPT-5.6, Claude Sonnet 5 and Meta Muse Spark all shipped in one week: what should a regulated buyer actually do?

#regulatedaibuyer #sovereignai #onpremisesfrontiermo #gpt56

7 min read

Micky Irons

Jul 14

AI is now the top insider threat: how do you stop an agent going from a laptop to full cloud admin in 72 hours?

#sovereignai #aiinsiderthreat #autonomousagentsecur #nonhumanidentity

7 min read

Micky Irons

Jul 14

DORA's grace period is over and your cloud provider is a Critical ICT Third Party: does on-premise AI become the safer bet?

#sovereignai #dora #criticalictthirdpart #cloudconcentrationri

7 min read

Micky Irons

Jul 14

AWS raised GPU prices 20 percent again: is owning your AI compute now cheaper?

#sovereignai #awsgpupriceincrease #owningaicompute #onpremiseaiinference

7 min read

Micky Irons

Jul 14

The NIST post-quantum deadline is here: why is only 13 percent of enterprises in production?

#sovereignai #nistpostquantumdeadl #postquantumcryptogra #pqcproductionreadine

6 min read

Micky Irons

Jul 14

What does the EU's CADA 4-level sovereignty framework actually require?

#sovereignai #cada #cloudandaidevelopmen #eusovereigntyframewo

6 min read

Micky Irons

Jul 14

Anthropic's new policy lets it share chats with police: why on-device AI sidesteps the question

#anthropicprivacypoli #shareaichatswithpoli #ondeviceaiprivacy #sovereignai

6 min read

Micky Irons

Jul 14

How do you prove an AI agent's audit log was not altered, before EU AI Act Article 12?

#sovereignai #euaiactarticle12 #tamperevidentauditlo #mldsafips204

7 min read

Micky Irons

Jul 14

What Executive Order 14412 means for post-quantum AI and harvest-now-decrypt-later

#sovereignai #executiveorder14412 #postquantumencryptio #harvestnowdecryptlat

6 min read

Micky Irons

Jul 14

EU AI Act GPAI enforcement starts 2 August 2026: what can you be fined for, and how does sovereign deployment cut exposure?

#sovereignai #euaiactgpaienforceme #2august2026 #euaiofficefines

7 min read

Micky Irons

Jul 14

The EU AI Act high-risk deadline moved to December 2027. What still bites in August 2026?

#sovereignai #euaiacthighriskdeadl #digitalomnibus2027 #annexiiiobligations

6 min read

Micky Irons

Jul 14

When Washington can switch off your AI: what the Fable 5 ban means for regulated buyers

#sovereignai #fable5ban #aisovereignty #ondeviceai

7 min read

Micky Irons

Jul 14

Accenture lost 35GB of source code and cloud keys: why did the secrets exist to steal?

#accenturebreach #35gbsourcecodestolen #azurepersonalaccesst #cloudstoragekeys

6 min read

Micky Irons

Jul 14

Why we built a sovereign sandbox browser, and why it is coming to your phone

#sovereignai #sovereignsandboxbrow #pointofusedataleak #browsertrackingprote

7 min read

Micky Irons

Jul 14

Your AI drinks a bottle of water for every email: what on-device AI does to the footprint

#sovereignai #aiwaterusage #datacentrewaterconsu #ondeviceaifootprint

7 min read

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