Neural networks that overcome classic challenges through practice Since the earliest proposals for neural network models of the mind and brain, critics have pointed out key weaknesses in these models compared to human cognitive abilities. Here we review recent work ...

A lovely overview of meta-learning, or as they call it, networks that improve through practice arxiv.org/abs/2410.10596
Found by a PhD student in our group

AI could help us predict prison violence, says justice secretary Shabana Mahmood tells The Times Crime and Justice Commission that technology in use overseas could alert officers to incidents of self-harm, as well as unrest in jails

I’m often asked where I’m most excited about AI and most sceptical. Excited: science. Sceptical: AI in the criminal justice system. AI surveillance in prisons—where conditions are already dangerous and distrustful—should be approached with extreme caution if at all.

www.thetimes.com/article/212f...

As conference reviewers, we should number our comments. This makes it much easier for authors to respond clearly and directly to individual points.