Making human–AI collaboration work where accountability matters
I’m interested in how organizations create value through artificial intelligence, digital transformation and innovation—with a particular focus on how technology and people work together.
Marisa Iversen
MSc Engineering (Industrial Economics & Technology Management – Indøk)· NTNU · 2026
What I work on
Where technology, business, and society meet.
Digital Transformation
Helping organizations create value through technology, people and processes.
Artificial Intelligence
Generative AI, LLMs, AI agents, and responsible adoption in organizations.
Human–AI Collaboration
Trust, augmentation, and how AI reshapes creative and knowledge work.
Innovation
Innovation, organizational learning, and how new technologies create value.
Enterprise Architecture
Aligning technology, business strategy, and organizational capability.
Software Engineering
Architecture, software quality, and AI-assisted development.
AI Governance & Ethics
Governance, accountability, ethics, and responsible AI adoption.
Public Sector
Digital services, innovation and organizational change in government.
Technology Strategy
Turning technology into practical solutions and measurable outcomes.
Accountability Over Convenience
How employees in Norwegian public organisations collaborate with generative AI in creativity and innovation. The research explores how trust, accountability and organisational context shape successful AI adoption.
Assistant
AI for delegated, low-autonomy tasks under close human control.
Collaborator
Deep engagement and co-creation, producing more advanced innovation.
Critic
AI output treated as material to interrogate, not accept
“Responsibility for institutional decisions cannot be delegated to AI — and that sets a real ceiling on autonomy, regardless of how capable or trusted the system is.”
Latest articles
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What Do We Lose When AI Makes the Art?
AI-generated music has officially reached a point where the music industry has had to draw a line. The Australian Recording Industry Association (ARIA) has updated its chart rules so that tracks that are “wholly AI-generated” cannot compete on the national charts. ARIA’s new rules essentially draw a distinction between music where AI is used as…
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GPT-6 Astra Is Here. So, What Will We Do?
GPT-6 Astra is officially here. It can navigate browsers, click buttons, use different software and complete multi-step tasks without needing a human to approve every single action. My first thought was basically: this is impressive. My second was: what does this actually mean for people at work? I’ve been thinking about this quite a bit…
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AI Is Fast. Verification Isn’t.
One of the biggest promises of generative AI is speed. Need a report? AI drafts it in seconds. Need a summary? Done almost instantly. Need a block of code? It appears before you’ve finished reading the prompt. At first glance, it feels like a huge productivity boost. But after using AI and interviewing professionals on…