Taming the Uncertainty: AI for Reliable Software
![Model performance varies significantly by task under a guarded configuration ([latex]R_{max}=3[/latex]), with DeepSeek-Coder (1.3B) failing across all tasks, Phi4-Mini demonstrating task-specific reliability (58% LRU, 0% password), and a data corruption issue causing Qwen2.5-Coder (14B) to fail on password tasks.](https://arxiv.org/html/2512.20660v1/model_task_heatmap_guarded.png)
A new formal framework aims to bridge the gap between the probabilistic nature of modern AI and the demand for dependable software systems.
Bridging the Gap: AI and HPC Workflows at Scale
A new runtime system, RHAPSODY, streamlines the execution of complex, hybrid workflows that combine the strengths of high-performance computing and artificial intelligence.
Major EastEnders star looks unrecognisable 14 years after leaving soap as he sports moustache and glasses
The British actor looked sharp with grey hair, glasses, and a moustache in a recent Instagram selfie with his wife.
Steps star Lee Latchford Evans reveals wife Kerry-Lucy is pregnant with their second child as he shares adorable Christmas Day announcement
The 50-year-old singer shared the happy news on Christmas Day with an Instagram post featuring a photo of his pregnant wife and her baby bump.
Jack Black Hopes For Nacho Libre Sequel
Released as Jack Black was becoming a major star, Nacho Libre didn’t receive much praise from critics, but it was a huge success with audiences, earning over $129 million on a $35 million budget. The film quickly gained a dedicated following and helped solidify Black’s status as a leading actor. It also became one of Nickelodeon Movies’ most successful live-action films, second only to Lemony Snicket’s A Series of Unfortunate Events.
Frostland Survival takes you on a classic build, upgrade, and survive experience, now live on Android
Frostland Survival combines the freedom of a sandbox game with a top-down perspective. You begin with very little in a harsh, frozen world, and must gather materials, construct buildings, and improve your camp to survive and progress.
Absolute Batman Court Of Owls Confirmed
I just saw this on PopVerse! Apparently, James Tynion IV hinted in a TikTok posted by 2023tylerweld that the Court of Owls could be showing up in Absolute Batman pretty soon – like, maybe even issue #17! As a huge Batman fan, I’m so excited to see this iconic secret society make a return!
HBO’s Best New Show of 2025 Heated Rivalry Confirms Season 2 Release Window
The TV show based on Rachel Reid’s Game Changers books quickly became popular on streaming platforms. It was renewed for a second season even before the first season finished airing. Now that Season 1 is complete, creator Jacob Tierney has shared with Entertainment Weekly when fans can expect Heated Rivalry Season 2.
Richard Branson’s son Sam surprises grieving family with a new dog as he shares heartbreaking decision behind name choice following his mother’s death
The 40-year-old singer explained the sad story behind choosing the name for their dog, following the recent passing of Joan at age 80.
‘Avengers: Doomsday’ Teaser 2 Featuring Chris Hemsworth’s Thor Is Now in Theaters
After a first look revealing Steve Rogers’ return in Avengers: Doomsday, the newest teaser features Chris Hemsworth as Thor – a predictable reveal, as he was the first cast member announced. This teaser presents a much more serious side of Thor than we saw in Thor: Love and Thunder. He’s shown walking through a forest, seemingly praying to his father, Odin, as he prepares for a new threat to Earth-616.