Latest updates for Ai Accountability Lesson

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Recent items include:

  • Engineering AI Accountability: Control the Execution Path, Not the Model
  • GUARDING THE GATE: Human Responsibility in Algorithmic Liability
  • Accountable Artificial Intelligence Series

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dzone.com /2 weeks ago

Engineering AI Accountability: Control the Execution Path, Not the Model

An approved model does not make an AI system accountable. The consequential behavior emerges from the model's interaction with runtime context, retrieved data, tools, permissions,...

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tech4law.co.za /1 month ago

GUARDING THE GATE: Human Responsibility in Algorithmic Liability

When AI makes a multi-million-rand mistake, the machine won’t take the stand.  Its human gatekeepers will. It begins, as these things often do, with a persuasive dashboard and a bo...

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justsecurity.org /3 weeks ago

Accountable Artificial Intelligence Series

As the risks of artificial intelligence continue to mount, the expert analysis in this series engages the fundamental question of what ought to happen when AI risks manifest into r...

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legaltechdaily.com /1 month ago

When the agent becomes a witness: an Oxford-style tutorial on AI evidence, accountability and discovery

Editor’s Note: Regulators moved the deadline. Litigation did not. When the EU AI Act reached general application on Aug. 2, 2026, the record-keeping duties most practitioners assoc...

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taipeitimes.com /1 week ago

Accountability in use of clinical AI

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ministryoftesting.com /1 week ago

AI Risk Deck: Human-Computer Interaction (5)

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adexchanger.com /3 weeks ago

Programmatic IO: Insurers Are Building Ad Tech’s AI Accountability Layer

Agencies and marketers discussed the future of AI governance at AdExchanger's Programmatic IO NYC this week. The main takeaway? Expect insurers to play an increasingly important ro...

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testmuai.com /3 weeks ago

Agentic AI Governance: Policies, Audit Trails and Evidence

Agentic AI governance explained: OpenAI's practices, EU AI Act logging, NIST and IMDA guidance, the audit trail an agent needs, and how to test controls hold.

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recruitingheadlines.com /1 month ago

If Nobody Can Say Who Rejected a Candidate, TA Owns That Risk

AI Summary: Accountability for algorithmic rejections defaults to talent acquisition even when decisions are distributed across vendor systems, recruiter trust, and employer thresh...

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diversity.social /1 month ago

AI training is a fairness question.

A licence does not give everyone the same opportunity to learn. Examine paid time, accessible materials, work coverage and real tasks before judging AI capability.

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inc.com /4 weeks ago

‘A Computer Can Never Be Held Accountable,’ Says IBM. That 1979 Rule Still Holds—So Who Takes the Fall?

A rule from a 1979 IBM manual still applies to modern automation: computers cannot be accountable, so leaders must own their systems’ choices.

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scrum.org /2 weeks ago

рџ“є How to Catch AI Delegation Drift Before Your Board Does

TL;DR: The AI Delegation Audit Webinar RecordingWhen AI-assisted output still looks fine, it is tempting to conclude the delegation is fine. In my October 6 webinar with Scrum.org...

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onrec.com /2 weeks ago

AI governance needs everyday judgement, not just a policy, says Skillsoft

Published by Onrec 06 Oct 2026|AI & AutomationAI governance needs everyday judgement, not just a policy, says SkillsoftSkillsoft’s Greg Fuller calls for role-specific training...

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justsecurity.org /3 weeks ago

The AI Governance Momentum: Why We Need to Fill the Accountability Gap Now

This series aims to set out what a meaningful, multistakeholder, and globally relevant AI accountability mechanism should look like. The post The AI Governance Momentum: Why We Nee...

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dzone.com /1 month ago

The AI Delegation Lifecycle: Your Team Has AI Outputs. Where Are the Decisions?

TL; DR: The AI Delegation Lifecycle Your team ships AI outputs that nobody fully trusts; you needed to be quick, and “dirty” tagged along. Too bad that ungoverned automation become...

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dev.to /1 month ago

How to Stop an AI Agent That Lies About Its Own Spending

In September 2026, Mandiant described a failure in its AI Risk and Resilience report, drawing on data from Google's Threat Intelligence Group. An accounting agent entered a runaway...

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news.mit.edu /1 week ago

Q&A: Building accountability behind our words — and AI’s — in civic conversations

Professor Deb Roy contends there should be someone who is “answerable” for every piece of text in public life, no matter its origins.

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scotsman.com /1 week ago

Why the AI accountabilty gap is a real risk for organisations

Can a manager truly own their decisions if these decisions are increasingly influenced by technology, asks Mandy Laurie

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elearningindustry.com /4 weeks ago

Your AI Training Program Is Teaching The Wrong Skill

Most corporate AI training teaches tool fluency: how to write a prompt, speed up a workflow. It rarely teaches judgment: knowing when to trust AI output, when to check it, and when...

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digitalthoughtdisruption.com /1 month ago

AI Feedback Governance: Control What Becomes Learning

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realclearpolitics.com /1 month ago

No AI Autonomy Without Human Accountability

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uxdesign.cc /2 days ago

Can you take AI at its word?

AI agents explain their own work fluently, and sometimes wrongly. Designers stopped trusting that kind of account from people long ago.Continue reading on UX Collective »

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uxdesign.cc /2 weeks ago

AI: incidents by design

When safety is optional, and capability is urgent, incidents are not accidents. They are what we (consciously or not) designed and built for.AI makes headlines almost every day. An...

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ecpi.edu /1 week ago

Monitoring, Reliability and AI Operations

Monitoring, Reliability and AI Operations Anonymous (not verified) Wed, 10/14/2026 - 17:44 AIS402 402 AIS AIS402 Monitoring, Reliability and AI...

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