close
close

Semainede4jours

Real-time news, timeless knowledge

    • What is generative artificial intelligence? How to use it and how not to be afraid of it!
    bigrus

    What is generative artificial intelligence? How to use it and how not to be afraid of it!

    Harry Posted on

    Artificial intelligence is a phrase that can evoke admiration or fear, depending on who you talk to.

    However Whether we like it or not, It looks like AI is here to stay. It is expected to reach the general market MarketsandMarkets predicts $1.339 billion by 2030. A Forbes survey found that 77% of respondents said AI cause job loss.

    Manasi Vartak, principal AI architect at Cloudera, says this fear is valid, but it could ultimately hold employees back, instead risking losing your job to someone more open to embracing new technology.

    What is generative artificial intelligence?

    Generative AI helps us “go from imagination to reality,” says Joe Edwards, director of product marketing at automation software company UiPath.

    Generative AI can create words, music, images or videos with just a few suggestions. This year it created a great impact on social media artificial intelligence art, fake images of celebrities And posthumous music They started to enter circulation.

    Generative AI systems are trained on studying large amounts of data, images, videos and the way people work online, Edwards says. These advanced learning machine models can then identify patterns and generate their own context.

    “Previously, AI was something we called ‘predictive’; it could tell whether a tweet or a piece of news was positive or negative,” says Vartak. “But now you can write a story creating content from scratch, so it’s very different and mind-blowing.”

    Generative AI has both strengths and weaknesses.

    For example, Vartak says that writing is great. He or she may draft a tweet or email, or create an elaborate, fantasy story. Sometimes it can break down complex topics to help you summarize or learn information. It can also handle ordinary day-to-day tasks, such as transcribing meetings and sorting data.

    However, it can often be too creative and leave you with incorrect or misleading information. For example, if you ask ChatGPT “How many ‘r’s are in the word strawberry?” You’ll get wrong answers over and over again.

    “He may sound very confident because he’s lying to you,” Edwards says.

    When a large language model detects patterns that do not exist or gives nonsensical answers this is called “hallucination”. Vartak says this is a big challenge with any technology. If you ask it to summarize an essay or article, it may only be 80% accurate.

    The risk of some wrong answers is low and they are pretty funnyOthers may spread dangerous misinformation. When Google published its AI overview earlier this year, a viral answer “Doctors recommend smoking 2-3 cigarettes a day during pregnancy.”

    And generative AI, a human-made creation, can reinforce human biases. artificial intelligence images Perpetuating harmful racial and gender stereotypesFound in Washington Post 2023.

    “These models are trained on data that exists in the world and is biased, so they may not be representative of women, minorities, LGBTQ[communities]and people of color,” Vartak says. “If we just take what technology tells us as gospel, we will miss these stories entirely.”

    How to use generative AI?

    Keep a person in the loop, says Vartak. Productive AI should be your navigation partner, not your driver.

    “Give it some ideas, let it generate text, then go review it and make sure it’s accurate,” he says. “Trust but verify.”

    Edwards used a generative artificial intelligence program to sort through the piles of emails he received after returning from paternity leave. You can also use it as a brainstorming partner to plan your child’s birthday party. an upcoming trip.

    Aspiring chefs can try this in the kitchen to help create recipes. Musicians can try custom parts makers and some potential homeowners using it to buy a house.

    There are also business uses that can be specifically tailored to your business. Unfortunately for teachers, this means developing an eagle eye. Articles and replies created by ChatGPT from students. In healthcare, some doctors are using artificial intelligence to improve patient visits and provide better service. translate visit notes in understandable terms. Some artificial intelligence systems can detect breast cancer can lead to pulmonary embolism and strokes and lead to life-saving, early diagnosis.

    Software companies like Cloudera and UiPath are creating custom-designed custom AI systems trained on smaller amounts of data to prevent leaks and hallucinations.

    Both Vartak and Edwards recommend trying generative AI; this could be as low commitment as playing with ChatGPT or something more involved free online training course.

    “Think of it as your sidekick,” says Vartak. “You will be able to use it to have more fun and be more productive in your daily lives. I think all new technologies are difficult, but this one is here to stay and can be a force for good.

    Artificial intelligence can spread misinformation: Here’s how to spot it online

    Curious more? We have you covered.

    USA TODAY explores the questions you and others ask every day. From “How does the dream become clear?” with “What did Albert Einstein invent?” with “What is the most spoken language in the world?” – we try to find answers to the most frequently asked questions you ask every day. Go to our side Just Curious section To see what else we can answer for you.

    Harry
    View all posts

    You Might Also Like