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.
When consent is no longer enough: genetic data and the Tempus AI case
by Raffaella Aghemo The new arena where economic and power interests converge in the field of artificial intelligence is the healthcare sector – a critical and structurally sensitive area in which fundamental human rights are intertwined. Tempus AI is a publicly...
Intelligence that delegates: what remains human in AI-driven entrepreneurship
by Raffaella Aghemo, Lawyer Artificial Intelligence in business Artificial intelligence has revolutionized technology, as well as the way we live and work. Although AI is currently creating new opportunities across a wide range of fields, particularly in terms of...
LLM training and copyright: fair use to boost generative artificial intelligence with a first-of-its-kind decision
by Raffaella Aghemo The case Andrea Bartz, et al. v. Anthropic PBC represents a watershed moment for the training of generative artificial intelligence systems, as, in a summary judgment, the federal judge of the Northern Court of California, gave a positive opinion...
Text & Data Mining and different legal approaches in the copyright field
by Raffaella Aghemo With the advent of generative Artificial Intelligence, there is an ongoing debate about how to protect creativity. Alongside the issue of recognizing authorship in a future increasingly at the mercy of “pirate” training, which appropriates creative...
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...
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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.