Election officials around the country are stocking up on the overdose reversal medication naloxone after a series of suspicious mailings — some containing traces of fentanyl — were sent to vote centers or government buildings in six states

Applied Materials Inc., the largest US maker of chipmaking machinery, gave a bullish forecast for the current quarter,

Elon Musk, who has hinted for months that he wants to build an alternative to the popular ChatGPT

Arsenal manager Mikel Arteta backs Kai Havertz to bounce back after receiving a negative reaction from supporters during the 2-2 draw with Fulham.

By Gabriela Baczynska BRUSSELS (Reuters) -European Union states were holding a first discussion on Wednesday on proposed new sanctions over

For the first time in decades, a nuclear capable US Navy ballistic missile submarine has made a port call in South Korea, in a move that comes just days after North Korea test-fired what it said was a solid-fueled intercontinental ballistic missile.

Future generations of artificial intelligence chatbots trained using data from other AIs could lead to a downward spiral of gibberish on the internet, a new study has found. Large language models (LLMs) such as ChatGPT have taken off on the internet, with many users adopting the technology to produce a whole new ecosystem of AI-generated texts and images. But using the output data from such AI systems to further train subsequent generations of AI models could result in “irreversible defects” and junk content, according to a new, yet-to-be peer-reviewed study. AI models like ChatGPT are trained using vast amounts of data pulled across internet platforms that have mostly remained human generated until now. But AI-generated data using such models have a growing presence on the internet. Researchers, including those from the University of Oxford in the UK, attempted to understand what happened when several subsequent generations of AIs are trained off each other. They found the widespread use of LLMs to publish content on the internet on a large scale “will pollute the collection of data to train them” and lead to “model collapse”. “We discover that learning from data produced by other models causes model collapse – a degenerative process whereby, over time, models forget the true underlying data distribution,” scientists wrote in the study, posted as a preprint in arXiv. The new findings suggested there to be a “first mover advantage” when it comes to training LLMs. Scientists liken this change to what happens when AI models are trained on music created by human composers and played by human musicians. The subsequent AI output then trains other models, leading to a diminishing quality of music. With subsequent generations of AI models likely to encounter poorer quality data at their source, they may start misinterpreting information by inserting false information in a process scientists call “data poisoning”. They warned that the scale at which data poisoning can happen drastically changes after the advent of LLMs. Just a few iterations of data can lead to major degradation, even when the original data is preserved, scientists said. And over time, this could lead to mistakes compounding and forcing models that learn from generated data to misunderstand reality. “This in turn causes the model to misperceive the underlying learning task,” researchers said. Scientists cautioned that steps must be taken to label AI-generated content from human-generated ones, along with efforts to preserve original human-made data for future AI training. “To make sure that learning is sustained over a long time period, one needs to make sure that access to the original data source is preserved and that additional data not generated by LLMs remain available over time,” they wrote in the study. “Otherwise, it may become increasingly difficult to train newer versions of LLMs without access to data that was crawled from the Internet prior to the mass adoption of the technology, or direct access to data generated by humans at scale.” Read More ChatGPT ‘grandma exploit’ gives users free keys for Windows 11 Protect personal data when introducing AI, privacy watchdog warns businesses How Europe is leading the world in the push to regulate AI ‘Miracle material’ solar panels to finally enter production Meta reveals new AI that is too powerful to release Reddit user’s protests against the site’s rules have taken an even more bizarre turn

Baker Mayfield recovered from a rough start to throw two touchdown passes without a turnover in his Tampa Bay debut, and the Buccaneers opened the season by beating Minnesota 20-17 after three first-half turnovers by the Vikings

Sebastian Stan has been cast as a young Donald Trump in Ali Abbasi's biopic 'The Apprentice'.

Billy Napier insisted he would “get to the bottom” of one of the most egregious sideline screwups in Florida football history

Full list of FIFA 23 Team of the Year goalkeeper nominees including Thibaut Courtois, Alisson, Ederson, Emiliano Martinez and more.

Jessica Pegula has completed a 6-4, 6-3 victory over No. 1-ranked Aryna Sabalenka at the WTA Finals and clinched a spot in the semifinals at the season-ending championship