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This is the most underrated sci-fi film franchise of the 21st century
AS A sci-fi fan, you learn not to dwell on the films that could have been. Whether it's Alejandro Jodorowsky's unmade Dune, Guillermo del Toro's cancelled take on At the Mountains of Madness, or the versions of Return of the Jedi that Davids Lynch and Cronenberg could have made, it's best not to torture yourself over cinematic what-ifs. That's why I had given up hope of there being a new instalment of the most underrated sci-fi film franchise of the 21st century so far. Though well received by critics and audiences alike, none of the four films have won Oscars or seem to have made much of an impact on pop culture. But then, earlier this month, we got confirmation that a fifth movie was on the way.
Meta Medicare scam ads targeting seniors face scrutiny
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Spotify's 20th anniversary logo sparks a new 'discomorphism' trend - here's how you can give ANY logo the disco ball treatment
Trump's stunning Georgia silence gifts America's'most endangered Democrat' Jon Ossoff a vital lifeline Ugly behind-the-scenes reality of Blake Lively's'paradise' compound: Unpaid workers, a $2MILLION debt... and humiliating new question she and Ryan Reynolds must now face Hidden warning signs you are taking the WRONG dose of Ozempic: Doctor sounds alarm over dangerous mistake... and reveals four lifestyle tweaks to avoid horror side effects'Beloved' college basketball player tragically killed in hit-and-run accident Inside Meryl Streep's very secret relationship with Martin Short: Friends finally reveal how pair bonded through trauma... incredible measures they take to hide the truth... and why there is'no doubt they are in love' Trumpworld's new eyebrow-raising addiction that even health boss RFK Jr admits to using daily Young American women in the crosshairs of dark network: They flirt and flatter, watching every move... then they strike The Chicks' Natalie Maines delivers foul-mouthed Trump rant 23 years after famously slamming George W. Bush Fast-food chain struggles under California's soaring minimum wage as frightened staff abandon crime-ridden locations Middle-aged male school board member faces criminal charges after flirting with teenage girl at public meeting: 'God, you're hot' Michelle Obama says same'anger' that led to husband's presidential victory is fueling Trump's MAGA movement: 'Those folks are drowning' Hero Amazon delivery driver jumps to woman's defense and saved her life during horror hammer attack at her home San Diego mosque shooters hated EVERYONE, according to manifesto being combed by FBI after massacre, as killer teen's $1m home is raided by cops Why Taylor Swift has cut out Travis Kelce's father ahead of wedding: He'cannot be trusted', say insiders... as'f***ed up' Blake Lively drama and preposterous demands leak out Spotify's 20th anniversary logo sparks a new'discomorphism' trend - here's how you can give ANY logo the disco ball treatment Spotify's disco ball logo has sparked a new trend online, which users are calling'discomorphism'. The logo was released to celebrate Spotify's 20th anniversary, and features a green, glittering disco ball. The change didn't go down well with many users - including one who called it the'biggest downgrade in history'. However, others were so inspired that they have created a new Discomorphism app . The app, which is the brainchild of Lovable, uses AI to give the disco ball treatment to any logo.
What would happen if aliens invaded Earth: Terrifying report reveals how extraterrestrials could trigger political, economic and spiritual CHAOS
Trump's stunning Georgia silence gifts America's'most endangered Democrat' Jon Ossoff a vital lifeline Ugly behind-the-scenes reality of Blake Lively's'paradise' compound: Unpaid workers, a $2MILLION debt... and humiliating new question she and Ryan Reynolds must now face Hidden warning signs you are taking the WRONG dose of Ozempic: Doctor sounds alarm over dangerous mistake... and reveals four lifestyle tweaks to avoid horror side effects'Beloved' college basketball player tragically killed in hit-and-run accident Inside Meryl Streep's very secret relationship with Martin Short: Friends finally reveal how pair bonded through trauma... incredible measures they take to hide the truth... and why there is'no doubt they are in love' Trumpworld's new eyebrow-raising addiction that even health boss RFK Jr admits to using daily Young American women in the crosshairs of dark network: They flirt and flatter, watching every move... then they strike The Chicks' Natalie Maines delivers foul-mouthed Trump rant 23 years after famously slamming George W. Bush Fast-food chain struggles under California's soaring minimum wage as frightened staff abandon crime-ridden locations Middle-aged male school board member faces criminal charges after flirting with teenage girl at public meeting: 'God, you're hot' Michelle Obama says same'anger' that led to husband's presidential victory is fueling Trump's MAGA movement: 'Those folks are drowning' Hero Amazon delivery driver jumps to woman's defense and saved her life during horror hammer attack at her home San Diego mosque shooters hated EVERYONE, according to manifesto being combed by FBI after massacre, as killer teen's $1m home is raided by cops Why Taylor Swift has cut out Travis Kelce's father ahead of wedding: He'cannot be trusted', say insiders... as'f***ed up' Blake Lively drama and preposterous demands leak out An alien invasion might sound like science fiction, but a scientist has now revealed what the terrifying consequences of an encounter might be. Professor Avi Loeb, head of Harvard University's Galileo Project, claims our first encounter with an alien invader won't resemble sci-fi movies like E.T or War of the Worlds. Rather than a biological, flesh and blood alien, Professor Loeb explains that we are more likely to be met by a'technological device guided by AI '. The arrival of such a device would pose a'potential threat to all earthlings', he claims - sparking political, economic, and spiritual chaos around the world. Professor Loeb told the Daily Mail that'the stock market may crash due to the uncertainty about the impact of the encounter on the future of humanity.'
Dual-Channel Tensor Neural Networks: Finite-Sample Theory and Conformal Structure Selection
Chen, Elynn, Li, Jiayu, Zheng, Zheshi, Pei, Jian
Tensor-valued data arise naturally in neuroimaging, genomics, climate science, and spatiotemporal networks, where multilinear dependencies across modes carry information that is destroyed under vectorization. Existing approaches either impose a single low-rank structure, which can miss localized signal, or treat the tensor as a long vector, which discards its multiway geometry. We propose a *Dual-Channel Tensor Neural Network* (DC-TNN) that decomposes each tensor input into a low-rank core and a sparse refinement, and processes the two components through coupled neural channels. The framework is structure-agnostic and accommodates CP, Tucker, and tensor-train cores within a single architecture. For estimation, we establish non-asymptotic risk bounds for the DC-TNN estimator that decompose into network approximation, core estimation, and refinement-selection terms, and show that the effective dimension is determined jointly by the core rank and refinement sparsity rather than by the ambient tensor size. For inference, we develop a *structure-aware conformal ROC* procedure that calibrates within the core-refinement latent space and produces ROC and AUC confidence bands with finite-sample, distribution-free coverage. Building on this, we propose a *conformal structure selector* that, to our knowledge, is the *first distribution-free procedure* for choosing among candidate tensor decompositions with finite-sample validity. Simulations and an analysis of a protein dataset demonstrate competitive predictive accuracy, reliable uncertainty quantification, and consistent recovery of the tensor structure.
'Obvious markers of AI': doubts raised over winner of short story prize
The Commonwealth Foundation said all entrants to the prize had avowed that their submissions were their own work. The Commonwealth Foundation said all entrants to the prize had avowed that their submissions were their own work. 'Obvious markers of AI': doubts raised over winner of short story prize Granta publisher says'perhaps we never will know' true authorship of work that won Commonwealth prize A few syntactical tics - and the verdict of an AI detection platform - have sparked a furore over the possibility that a short story given a prestigious literary award was written by AI. The foundation that awarded the prize and Granta, the magazine that published the winning story, said they had considered the allegations but had not reached a conclusion as to whether they were true. "It may be that the judges have now awarded a prize to an instance of AI plagiarism - we don't yet know, and perhaps we never will know," the publisher of Granta, Sigrid Rausing, said.
Everything announced at Google I/O 2026
Eyes in the tech world have turned toward Mountain View, California this week. The San Francisco Bay Area city is where Google's headquarters is located, making it a logical place to hold the company's annual developer conference. That's right, gang, Google I/O 2026 kicked off on Tuesday with the usual opening keynote, which is where the company reveals what's arguably the event's most relevant info for consumers. Google made a ton of Android announcements last week, so its mobile ecosystem wasn't really on the agenda. But what else could the onus possibly have been on if not AI? We heard the word Gemini more times than I could possibly care to count, and the company had many updates to share on that front. Search, Google's longtime bread and butter, was a big focus of the event. The company talked up a new Ask YouTube feature as well as changes to AI subscription pricing and Workspace features like Docs and Gmail.