Most startups are racing to ship AI features. Almost none have asked: "What happens when our AI makes a decision we can't explain?" 3 things you need before shipping AI: 1. AI risk register 2. Human oversight protocols 3. Data lineage docs #AIGovernance #startups

The real AI race in 2026 isn’t model vs model.
It’s system vs system: who can safely give AI permission to act.
#AgenticAI #AIGovernance #AIControl #SystemVsModel #AI2026 #AgenticSystems #AIStandards #NIST #AIAgents #DelegationNotDemostration

AI in Immigration Law: Opportunity, Sensitivity, and System Risk Artificial intelligence is becoming increasingly embedded in immigration law practice.

AI is increasingly used in immigration law workflows.

In asylum contexts, the sensitivity of the data involved raises important questions around data handling, access, and system design.

medium.com/@biytelum/ai...

#LegalTech #AIGovernance #DataPrivacy #Immigration

Why AI in Judicial Vetting Might Fail Where It Matters Most: Courtroom Defensibility A practitioner's critical analysis of AI's opportunities and hard limits in judicial integrity screening

In this article, drawing on my experience at Transparency International, I argue why courtroom defensibility (not just technical efficiency) must be the primary design criterion for AI in judicial vetting.
open.substack.com/pub/taraskov...

#AIGovernance #ResponsibleAI

this is the governance problem nobody talks about in sprint planning. the PM who knows what guardrails are actually made of is operating at a different level than one who just assumes the AI is safe because the vendor says so #ProjectManagement #AIGovernance #PMLeadership

South Korea’s UN AI Push Enters a New Phase A March LOI with six UN agencies has given South Korea its strongest opening yet to host UN-linked AI functions. The question now is whether Seoul can match diplomatic ambition with law, funding, city...

South Korea hasn’t won a UN AI body. But it has crossed a threshold. After signing an LOI with six UN agencies, Seoul now faces a harder task: turning diplomatic ambition into real institutional readiness. breezeinflow.com/politics/sou...
#SouthKorea #UN #AI #AIGovernance #Policy #Diplomacy

AI Supply Chain Security: Why Trust Is Your Biggest Vulnerability
youtu.be/RrzJPOGjI4M #CyberSecurity #AISecurity #ArtificialIntelligence #MachineLearning #SupplyChainSecurity #AIThreats #Infosec #DataSecurity #OpenSourceSecurity #CloudSecurity #RiskManagement #AIGovernance

AI is becoming part of asylum workflows.

Given the sensitivity of the data involved, mishandling it can create real exposure risks, making data governance increasingly important.

#DataPrivacy #AIGovernance #LegalTech #Asylum

AI Governance 101: How to Assess Risks in LLM-Driven Applications You built an LLM-powered feature. It works in testing, users seem to like it, and now it’s heading to production. Before it ships, someone…

Prompt injection, data leakage through model outputs, models acting without human review — these live in your application layer, not in a policy doc. OWASP and NIST tell you exactly how to address them.
#AIgovernance #LLMsecurity #riskassessment #AI #security #LLM

Most developers treat AI governance as a legal problem. It's a code problem.
✨ Article link in the comments ✨ ⬇️⬇️⬇️
#AIgovernance #LLMsecurity #riskassessment #AI #security #LLM

#CivicAI

#AISafety #AIGovernance #Democracy #ResponsibleAI

✍️Led by David Guzman Piedrahita, with Dave Banerjee, Kevin Blin, Pepijn Cobben, Giulio Corsi, Xuanqiang Angelo Huang, Changling Li, Suvajit Majumder, Punya Syon Pandey, Samuel Simko, Irene Strauss, Terry Jingchen Zhang

AI literacy is no longer optional. 📊

Reuters mandated it across all staff in 2025, focusing on real workflows, not just prompts.

Article 4 of the EU AI Act now requires organisations to ensure staff AI literacy.

This is compliance, not strategy.

#FuturePrep #AIGovernance

𝑩𝒖𝒊𝒍𝒅 𝑩𝒆𝒕𝒕𝒆𝒓:
Inspired by NIST AI RMF GOVERN 1.7  (Processes and procedures are in place for decommissioning and phasing out AI systems safely)

"To create what you cannot also end is to be ruled by your own creation."

#AIGovernance #NISTRMF #ResponsibleAI

Welsh Government Used Microsoft Copilot for Review That Closed Industry Wales The Welsh Government has used Microsoft Copilot to process interview data in a review that led to Industry Wales's closure, sparking an AI transparency dispute.

winbuzzer.com/2026/03/27/w...

Welsh Government Used Copilot in Review That Closed Industry Wales

#AI #MicrosoftCopilot #Copilot #Microsoft #AIAssistants #AIEthics #AIGovernance #AIIntegration #EnterpriseAI #UK #BigTech

Korea Didn’t Just Regulate AI, It Designed a System Around It - KoreaTechDesk | Korean Startup and Technology News Beyond regulation, the Korea’s AI Basic Act reveals a system design strategy that shapes how startups build, comply, and compete in global AI markets.

What if Korea didn’t just regulate AI—but designed a system around it?

AI Basic Act uses timing: lighter rules for general AI, stricter control for high-impact systems.

Because trust has now become infrastructure.
#AIRegulation #AIGovernance #AI #Korea
koreatechdesk.com/korea-ai-bas...

🖥️ [On-Demand Webcast] Meaningful Transparency in AI: What Privacy Laws Actually Require 📰 Watch the complete webcast from HaystackID via ComplexDiscovery OÜ's artificial intelligence beat at complexdiscovery.com/educational-.... #MeaningfulTransparencyInAI #AIGovernance #DataPrivacy #AICompliance

𝑾𝒉𝒂𝒕 𝑰𝒔 𝑺𝒆𝒓𝒊𝒆𝒔:
This infographic explains the three core purposes and key components - essential for transparency, stakeholder communication, and risk management.
A foundational AI governance practice supported by NIST AI RMF and ISO 42001.
#ModelCards #AIGovernance #AITransparency

Effective AI governance advocacy requires collaboration to maximise impact. That’s why members of the #GAIGANow team contributed to PauseCon Brussels 2026, organised by our alliance member #PauseAI.

Here are key insights (Part 2)

#EU #AIGovernance #EuropeanParliament #AI #Brussels #EUPolicy

AI policy moves fast and you need to move faster.

Get direct intelligence from the officials writing the global AI blueprint.

Subscribe to RegulatingAI on Substack. https://substack.com/@regulatingai
#regulatingai #aigovernance #substack #aipolicy #newsletter

Effective AI governance advocacy requires collaboration to maximise impact. That’s why members of the #GAIGANow team contributed to PauseCon Brussels 2026, organised by our alliance member #PauseAI.

Here are key insights (Part 1)

#EU #AIGovernance #EuropeanParliament #AI #Brussels #EUPolicy

🚨 #EU #DigitalOmnibus on #AI: #EP adopts negotiation position.
AI Act implementation is being recalibrated—timelines, safeguards, and #governance interfaces are shifting.
Organisations should prepare for adjusted compliance pathways.
🔗 tinyurl.com/4h3e5t5z
#AIAct #AIGovernance #BoardOversight

AI-assisted tools are becoming more common in immigration workflows.

In areas like asylum law, the sensitivity of the data involved makes questions around data handling and explainability increasingly important.

#DataPrivacy #AIGovernance #LegalTech #Immigration

Great to welcome VP Bachelet, SG Agüero & team of the Club de Madrid, to discuss the future of #multilateralism in a world of rapidly emerging tech, like #AI 🤖
Looking forward to the UN Global Dialogue on #AIGovernance this July in Geneva, alongside our AIforGood Global Summit and WSIS Forum

RSA Conference placard graphic for Thursday 3/26/2026 program: "Inside AI Governance: Early Patterns from Security, Risk, and IT Leaders" with Pablo Breuer. 9:40 AM PDT. Event link is in body of post.

#OASISopen at #RSAc2026:
Next up: 940am: Pablo Breuer on what we're learning from early experience of institutional users about #AIGovernance.
path.rsaconference.com/flow/rsac/us...

oasis-open.org
coalitionforsecureai.org

EU AI Act enforcement has started, but readiness is uneven. ⚖️

Only 8 Member States have key structures in place, while Digital Omnibus changes may still shift rules before Aug 2026.

Build flexible governance, not fixed compliance.

#FuturePrep #AIGovernance

AI adoption is accelerating—but so are risks. Uncontrolled AI creates security and compliance issues. Governed AI enables safe scale. The winners won’t be first—they’ll be best managed. #AIGovernance #AIInnovation #ResponsibleAI #CurrentTEKSolutions

AI isn’t just changing how we work, it’s changing how we learn at work.

Read our latest article to find out more: vaxowave.com/2026/03/09/s...

#AI #Leadership #FutureOfWork #TalentDevelopment #DigitalTransformation #AIGovernance #WorkforceStrategy #Innovation #Vaxowave

Agents of Chaos A two-week study of autonomous LLM agents deployed in a live multi-party environment with persistent memory, email, shell access, and real human interaction.

New red-teaming study "Agents of Chaos" reveals critical vulnerabilities in autonomous AI agents.
Researchers deployed LLM agents with real tool access (email, shell, Discord).
🔗 agentsofchaos.baulab.info
#AISafety #AI #LLM #CyberSecurity #RedTeaming #AgentsOfChaos #AIGovernance #AIResearch

𝑰𝑺𝑶 𝟰𝟮𝟬𝟬𝟭 𝑺𝒆𝒓𝒊𝒆𝒔:
This infographic maps each step with the key deliverables and clause requirements involved.

Useful for anyone preparing for or considering AI management system certification.

#ISO42001 #AIGovernance #AIMS #ResponsibleAI #AICompliance

Momentum requires synchronized leadership decisions, not reactive policies.
The AI Momentum Diagnostic helps organizations close the gap.
Read more:
www.ensparkconsulting.com/blog/ai-mome...
#AIGovernance #RiskManagement #EnterpriseLeadership #AllVoicesHeard #AIMomentumDiagnostic #PositiveImpactAI