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Movie Box Office Prediction With Self-Supervised and Visually Grounded Pretraining

arXiv.org Artificial Intelligence

Investments in movie production are associated with a high level of risk as movie revenues have long-tailed and bimodal distributions. Accurate prediction of box-office revenue may mitigate the uncertainty and encourage investment. However, learning effective representations for actors, directors, and user-generated content-related keywords remains a challenging open problem. In this work, we investigate the effects of self-supervised pretraining and propose visual grounding of content keywords in objects from movie posters as a pertaining objective. Experiments on a large dataset of 35,794 movies demonstrate significant benefits of self-supervised training and visual grounding. In particular, visual grounding pretraining substantially improves learning on movies with content keywords and achieves 14.5% relative performance gains compared to a finetuned BERT model with identical architecture.


Goodbye subtitles! Amazon Prime Video launches new 'dialogue boost' feature

Daily Mail - Science & tech

Amazon Prime has become the first streaming giant to finally counter the poor sound quality of modern flatscreen TVs. There has been a surge in people watching shows and movies with subtitles due to mumbled dialogue and background noise that is too loud. Amazon has launched its Dialogue Boost, making it easier to hear characters talking without compromising quality. The AI-powered feature isolates speech patterns, enhancing audio without increasing music or effects. The AI-powered feature enhances dialogue without increasing music and effects.


Reddit to charge AI companies for use of its API

FOX News

AI developments from generating videos, voices, pictures and human-like conversations are growing rapidly. Lawmakers say they are trying to keep up. Reddit is planning to charge tech companies for the use of its application programming interface. Through the method, outside entities have the ability to download and process the social network's conversations, including tech giants using them in the development of artificial intelligence tech like large language models. "The Reddit corpus of data is really valuable," Reddit co-founder and CEO Steve Huffman told The New York Times Tuesday.


Copyright in spotlight after streaming platforms pull AI-generated Drake song

Engadget

If you spent almost any time on the internet this week, you probably saw a lot of chatter about "Heart on My Sleeve." The song went viral for featuring AI-generated voices that do a pretty good job of mimicking Drake and The Weeknd singing about a recent breakup. Listen to this AI generated song featuring Drake & The Weeknd. It goes so damn hard. UMG, which controls around 1/3 of the global music market, has already asked streaming platforms to ban… pic.twitter.com/roz2EfI48M


Regulators should keep their hands off AI and forget Musk-backed pause: economist

FOX News

'The Five' co-hosts discuss new AI bot ChatGPT and the impact artificial intelligence will have on future jobs. The growing strength of artificial intelligence threatens millions of jobs, but if regulators stay away, the emerging tech may make society wealthier and more productive. History has repeatedly shown the same result for other technological advances dating back to the Industrial Revolution, economist Peter St. Onge said. "Throughout history, we've gone through tremendous technological revolutions. Generally, technologies kill jobs," St. Onge, with the Heritage Foundation, told Fox News Digital.


Are Screens Stealing My Childhood?

WIRED

"As a 12-year-old, I've spent much of my life on screens, in school and at home, which can definitely be fun. But I also struggle with depression, and sometimes I feel like I haven't done enough'kid' things. When I grow up, will I feel like I wasted my childhood?" For philosophical guidance on encounters with technology, open a support ticket via email; or register and post a comment below. The ability to project oneself into times yet to come, to think about the present as one phase in a much longer life, is a sign of uncommon maturity--though this prudence often comes with burdens of its own.


AI can 'kill us,' but some in Congress dont even know how to log in to Facebook, lawmakers say

FOX News

AI developments from generating videos, voices, pictures and human-like conversations are growing rapidly, lawmakers say they are trying to keep up. WASHINGTON, D.C. – AI has the potential to both benefit and harm the U.S. in unknown and unimagined ways but Congress has hardly any experts on the rapidly developing technology, lawmakers told Fox News. "AI is going to help us in many ways. It can also kill us," Rep. Ted Lieu, a California Democrat said. "As a recovering computer science major, my understanding of AI on a scale of one to 10 is about a five. There's a lot I don't know."


AI chatbot 'hallucinations' perpetuate political falsehoods, biases that have rewritten American history

FOX News

Fox News correspondent Grady Trimble has the latest on fears the technology will spiral out of control on'Special Report.' Artificial intelligence query platforms offer in many cases a hallucinatory hard-left version of politics and history. The same biases and outright lies that reshaped academia over the last 50 years and infected the American body politic with division are endemic throughout versions of historical events perpetuated by OpenAI's generative platform ChatGPT, according to a number of searches done by Fox News Digital. "Artificial Intelligence will simply reflect and magnify the mindset and ideology of its creators -- and impress those values upon the rest of us," Victor Davis Hanson, senior fellow at the Hoover Institution, told Fox News Digital. "In other words, we are creating Silicon Valley-minded Frankensteins and unleashing them on the nation," he said.


Inside the secret list of websites that make AI chatbots sound smart

Washington Post - Technology News

AI chatbots have exploded in popularity over the past four months, stunning the public with their awesome abilities, from writing sophisticated term papers to holding unnervingly lucid conversations. Chatbots cannot think like humans: They do not actually understand what they say. They can mimic human speech because the artificial intelligence that powers them has ingested a gargantuan amount of text, mostly scraped from the internet. This text is the AI's main source of information about the world as it is being built, and it influences how it responds to users. If it aces the bar exam, for example, it's probably because its training data included thousands of LSAT practice sites.


Elon Musk warns of AI's impact on elections, calls for US oversight: 'Things are getting weird... fast'

FOX News

Twitter CEO Elon Musk provides insight on the consequences of developing artificial intelligence and the potential impact on elections on'Tucker Carlson Tonight.' Twitter CEO and tech billionaire Elon Musk told Tucker Carlson that AI will likely have a "significant influence" on future elections, and called on the U.S. government to establish some level of oversight to sensibly regulate the rapidly emerging technology. The Tesla and SpaceX CEO, who has been outspoken about his concerns with AI and the dangers associated with it, said earlier in his conversation with Carlson that he fears AI could lead to "civilizational destruction" if mismanaged. Asked how he thinks the new technology will impact democracy in the future, Musk told Carlson, "Well, that's why I raised the concern of AI being a significant influence in elections. "Even if you say that AI doesn't have agency, well it's very likely that people will use the AI as a tool in elections. And then, you know, if AI's smart enough, are they using the tool or is the tool using them?