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Publications

Over-the-shoulder view of a woman with blonde hair in a ponytail wearing a white lab coat, working at a workstation with multiple computer monitors showing medical or scientific data.

How Much Research Can We Safely Hand Over to AI Agents?

  • by Martti Asikainen

What the EU’s updated AI guidelines mean for researchers, grant writers and reviewers now that AI does more of their work, and who is responsible when it gets something wrong. 

Kuvitus tummasävyisellä ja ilmeikkäällä sarjakuvatyylillä: tummaan pukuun ja keltaiseen kravattiin pukeutunut mies nojaa työpöytäänsä vasten käsi päällään, katsoen turhautuneena läppärin ruudun suuntaan. Kannettavan tietokoneen kannessa lukee "Humanist Systems", ja sen taustalla näkyy vain kannettavan takaosa. Taustalla on fläppitaulu, johon on piirretty rukseilla ylivedettyjä kaavioita otsikolla "OLD SYSTEM". Pöydällä on paperinippuja, ryppyyn puristettuja paperipalloja, musta tussi sekä höyryävä kahvikuppi. Oikeassa yläkulmassa on "Co-funded by the European Union" -logo. Kuva luotu Gemini AI:lla.

Technology has overtaken skill: no one wants prompt training any more

  • by Martti Asikainen

Until recently, organisations wanted to learn how to write the perfect prompt. Today’s advanced AI models understand a task without precise wording, and the questions raised in training sessions have changed: how do we fit… 

Man in a suit standing in an office. There are black threads going around his head representing frustration, anger and confusion. There is also a text Finnish AI Region - The Opinion on the picture. And Co-funded by EU logo.

Proof of concept: the cheapest way to discover you are wrong

  • by Martti Asikainen

A proof of concept (PoC) helps an organisation test whether an idea can work before committing to a larger investment. However, the term is now used so loosely that many PoCs prove very little at…