Insights
Insights on AI governance, privacy and organisational adoption
A focused editorial space on what responsible AI actually requires inside companies, teams and decision structures.
A practical view on responsible AI
The purpose of Spektor Insights is not to comment on every AI trend. It is to clarify what organisations need to understand when AI becomes part of real workflows, internal policies and day-to-day decisions.
Algorithmic screening: it is no longer just errors caused by bias that are under scrutiny, but the entire process of recruitment platforms that use artificial intelligence
Raffaella Aghemo, Lawyer Candidate recruitment platforms and a recent class action Nowadays, algorithmic systems and platforms are increasingly being used to screen and select new staff. We are all now aware that the data on which these systems are trained – being...
Increasingly hybrid systems centred on human-Agentic AI collaboration
Raffaella Aghemo, Lawyer A paper by researchers from the University of North Carolina — specifically Gaurav Samdani, Ganesh Viswanathan and Abirami Dasu Jegadeesh — explores the tension between the human factor and artificial intelligence as a symbiosis of two...
Artificial Intelligence Governance: the Focus of the recent IAPP Privacy Global Summit 2026
Raffaella Aghemo, Lawyer The IAPP Privacy Global Summit is the world’s largest annual gathering of digital accountability professionals, and this year, from 30 March to 2 April, it once again brought together experts and industry professionals to analyze the key...
Flying beyond copyright
The Top Gun: Maverick case and the protection of cinematographic works Raffaella Aghemo, Lawyer I cannot help but write about a legal dispute involving one of my teenage passions and more. I am referring to the copyright lawsuit filed by Shaun Gray against...
The use of generative AI tools in court and the scope of privilege and protection are the subject of debate
Raffaella Aghemo The use of generative artificial intelligence tools is always a subject of debate, even in the US Federal Courts, where, curiously enough on the very same date, two rulings took diametrically opposed directions. I do not know if you recall the case...
Governance on agentic artificial intelligence systems?
A study reveals possible solutions for separating proposal, authorization and verification. Raffaella Aghemo I must admit that I have learned a lot recently about the governance of artificial intelligence systems, which are increasingly autonomous and independent of...
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AI Governance
Policies, controls, decision rights and internal structures.
Privacy and Data Protection
Practical data boundaries and operating discipline.
Responsible Adoption
Human oversight, accountability and reputational awareness.
Executive AI Literacy
What leadership teams need to understand before scaling use.
Internal Policy and Risk
Frameworks, acceptable use logic and operational safeguards.
Practical Use Cases
Where AI supports work and where judgement still matters most.