We present factgenie: a framework for annotating and visualizing word spans in textual model outputs. Annotations can capture various span-based phenomena such as semantic inaccuracies or irrelevant text. With factgenie, the annotations can be collected both from human crowdworkers and large language models. Our framework consists of a web interface for data visualization and gathering text annotations, powered by an easily extensible codebase.

The story of the computer hacker Gary McKinnon and his long battle against extradition to the US is to be turned into a feature film. It will tell the story of how a young man hunting for evidence of UFOs found his way into the Pentagon's system and carried out what US authorities described as "the biggest military computer hack of all time" and then faced the possibility of a long sentence in a US high-security prison. The film, The People v Gary McKinnon, will be directed by Paul McGuigan, who made Gangster Number 1 and Lucky Number Slevin. The screenplay is by Peter Harness, who has written scripts for Wallander, Doctor Who, McMafia and Sherlock as well as the film Is Anybody There? It will be produced by Wall to Wall Media and Warner Brothers.

With ChatGPT and other artificial intelligence tools mom and dad can now access massive amounts of parenting knowledge at their fingertips. A lawsuit has been filed against an Atlanta-area hospital after a baby was allegedly decapitated as his mother was giving birth last month. Jessica Ross, 20, went to the emergency room at the Southern Regional Medical Center in Riverdale on July 9, after her water broke at around 10 a.m., FOX Atlanta reported. At 8:40 p.m., she was fully dilated and began pushing. The baby stopped descending because of shoulder dystocia while being delivered vaginally, meaning the baby's shoulders could not fit through the pelvic area, the lawsuit said.

Walden University students are actively using three AI tools, Linda, Charlotte and Julian to set themselves up for educational success. A Minnesota university is actively using several unique artificial intelligence (AI) models to help tutor students, complete assignments and bolster their verbal and non-verbal communication skills. Adtalem Chief Customer Officer Steve Tom has helped to deploy three distinct AI systems: Charlotte, Linda, and Julian at Walden University. The tools help counseling students prepare for their careers by working with "digital people" to cultivate communication and crisis management skills. Charlotte is a digital assistant chatbot that can help students stay on top of tasks and assignments to navigate a class curriculum efficiently.

Julian, an artist who specializes in creating pictures using AI, has recently showcased an intriguing project that highlights the relatable side of famous fictional characters. In this project, Julian uses AI to create images of beloved characters such as Superman and Harry Potter, but in an unexpected setting – on a public transportation like a bus or train. These pictures, shared on Julian's Instagram account, offer a unique and entertaining perspective on how these iconic characters might spend their leisure time. It's fascinating to see these super heroes and wizards in a more relatable setting and it allows us to imagine what it would be like if they were real people. It also makes us realize that, despite their extraordinary abilities, they are not so different from us in some ways. Julian's project serves as a reminder that even the most famous and powerful fictional characters have to deal with everyday issues and tasks just like the rest of us.

Q1: What are the tech innovations that matrix have brought to crypto space. Why it took so long to have developments on your marketing side?

Seems like the term Machine Learning is popping up in mainstream media as the next big thing. The fact is, however, that Machine Learning went mainstream a long time ago. You don't think so? Check your mobile phone. Chances are you've been using and benefiting from Machine Learning algorithms all this time without even knowing it. In this blog post, I go through some of the many apps on your mobile phone that use Machine Learning algorithms to make recommendations, get you to your destination quickly and safely, improve your photos, tell you what song you're listening to and more.

This team's solution write-up was originally published here by Daniel Hammack and cross-posted on No Free Hunch with their permission. Julian and I independently wrote summaries of our solution to the 2017 Data Science Bowl. What is below is my (Daniel's) summary. For the other half of the story, see Julian's post here. Julian is a freelance software/machine learning engineer so check out his site and work if you are looking to apply machine intelligence to your work. He won 3rd in last year's Data Science Bowl too! This blog post describes the story behind my contribution to the 2nd place solution to the 2017 Data Science Bowl. I will try to describe here why and when I did certain things but avoid the deep details on exactly how everything works. For those details see my technical report which has more of an academic flavor.

Ultimately I built two'ensembles' of models. The first ensemble I built really in an ad-hoc manner - during the process of tuning my neural net structure I trained a bunch of models. Many of them turned out to have similar performance, so I threw them all into an ensemble. This ensemble had a CV score of 0.41 (remember the prior best was 0.433 - averaging helps!). The second ensemble was more systematic (described below).

No less a genius than Stephen Hawking has warned that artificial intelligence will spell the end of humankind. That existential threat is treated -- but only lightly -- in Thomas Gibbons' "Uncanny Valley," now at International City Theatre in Long Beach. Gibbons has smaller fish to fry in his complex, intriguing and frequently funny play about the interactions between a "non-biological human" (a sentient robot) and the scientist who created him. The action is set about 30 years in the future when enormous strides in the field of AI have come to fruition with the creation of Julian (Jacob Sidney), the brainchild of brilliant neuroscientist Claire (Susan Denaker), a pioneer in the field. The notion of "Uncanny Valley" refers to the sense of dread individuals feel when confronted by increasingly lifelike robots.