Generative A I. Made All My Decisions for a Week. Here’s What Happened. The New York Times

That’s not only a big time saver, but means past recordings can now be used to clone voices, which makes the tool accessible for those who have already lost their voice as well. It’s not without controversy, since it can still change the mood of a photo, and when applied to things like video game remasters, could change the art direction when not reigned in enough. There’s also the possibility for AI upscaling to hallucinate or render dreamlike ChatGPT imagery if the source image is too low resolution. I asked the Storytelling one for a story about a car, and while I wasn’t expecting a Pixar-rivalling epic, it tripped over itself multiple times. Just a couple of weeks after ElevenLabs debuted its generative AI voice engine that lets you create a voice using text prompts, Hume AI is now offering a series of AI voice bots within an easy-to-use app wrapper that you can use from a web browser.

• “Taupe” was their top suggestion, followed by sage and terra cotta.
• “Right now there’s a lot of free generative AI available, but I can also see that getting more unequal in the very near future,” Dihal warns.
• Each functions the same way – you click, and speak through the mic, and there’s no Hume account required if you want to give it a go.
• It then deploys AI to apply thousands of hours of other non-standard speaker models in its database to optimize its training.
• I asked the Quick Answers chatbot how tall the Eiffel Tower is, and got, well, a quick answer, followed by additional information about how it’s been added to over time, and how big certain sections of it are.

ChatGPT racked up a million users within five days of its launch in November 2022 and since then other companies have unveiled similar tools, notably Google’s Gemini and Perplexity. With more than 600 million users per month as of September 2024, ChatGPT is trained on a range of sources, including books, Wikipedia articles and chat logs (although the precise list is not explicitly described anywhere). The AI spots patterns in the training texts and builds sentences by predicting the most likely word that comes next. Outlook, Gmail, and Apple’s Mail app are either working on or about to roll out AI-powered help for clearing out your inbox, with the latter set to debut this week. Think automatic mail categorization (for Apple Mail), sentence-long recaps of pages-long write-ups, and other tools that can help you get up to speed at a glance.

But in 2023 I started using Voiceitt, an AI-powered app optimized for speech recognition for people with non-standard speech like mine. Perhaps the best known generative AI is ChatGPT (where GPT stands for generative pre-trained transformer), which is an example of a Large Language Model (LLM). You can foun additiona information about ai customer service and artificial intelligence and NLP. Language modelling dates back to the 1950s, when the good names for my ai US mathematician Claude Shannon applied information theory – the branch of maths that deals with quantifying, storing and transmitting information – to human language. Shannon measured how well language models could predict the next word in a sentence by assigning probabilities to each word based on patterns in the data the model is trained on.

Easily input data into a spreadsheet or transcribe audio

Disclosing A.I.’s involvement didn’t help matters, and sometimes elicited a hostile response. “I want to talk to the real Kashmir,” one distraught parent friend complained in response to a message full of A.I.-generated ideas for a play date. Another factor in favor of Gemini is that image generation is free to use as long as you don’t want people in your design. For many, that will be their first contact with text-to-image generation. Kudos to Google for making a useful tool widely accessible. I type my request, press Enter, and quickly get results without friction or distractions.

• It planned family games in the evenings, including Pass the Story, in which we and Spark took turns telling a tale the chatbot started about “a towering tree deep in an enchanted forest.” The A.I.-optimized week felt like a wellness retreat.
• The model achieved an impressive 84 percent accuracy in detecting emotions from text, a noteworthy accomplishment in the field of AI.
• When summarizing a document, for example, a good prompt should include the maximum word length, an indication of whether the summary should be in paragraphs or bullet points, and information about the target audience and required style or tone.
• Mr. Mayer-Schönberger said children, with their keen imaginations and constant experimentation, exemplify what sets us apart from machines.
• There’s also the possibility for AI upscaling to hallucinate or render dreamlike imagery if the source image is too low resolution.
• Amateur mushroom pickers, for example, have been warned to steer clear of online foraging guides, likely written by AI, that contain information running counter to safe foraging practices.

Gemini is Google’s AI chatbot, and I tested its image-generation abilities alongside nine alternatives. Although far from perfect, it’s the one I am most happy with. It is simple to use and produces convincing images with only a few iterations. Critics, such as the science writer Jackson Ryan, were quick to condemn the magazine’s experiment as undermining and devaluing high-quality science journalism.

AI as a voice-to-text tool

Used properly, this technique allows movies and photos to look sharper, and even for games to run faster. It uses machine learning to analyze images and add detail that wasn’t in the original shot. This is useful either when processing graphics in real-time, or when working with material that can’t be re-rendered from scratch, like old photos or compressed retro video game graphics where the original source files have gone missing. I tend to think of AI like I do most automation software—as a tedium killer. You train the app by first reading out a couple of hundred short training phrases. It then deploys AI to apply thousands of hours of other non-standard speaker models in its database to optimize its training.

They therefore get better responses than users restricted to the “free” version. ChatGPT operates a bit like a slot machine, with probabilities assigned to each possible next word in the sentence. In fact, the term AI is a little misleading, being more “statistically informed guessing” than real intelligence, which explains why ChatGPT has a tendency to make basic errors or “hallucinate”. Cade Metz, a technology reporter from the New York Times, reckons that chatbots invent information as much as 27% of the time. Also available in tools from Apple, this allows those who are at risk of losing their voice to train an electronic replacement to sound more like them. Previously, this required a person to record almost every word in their language, but Ruben says it can now be done in just about 50 sentences.

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Being able to identify people’s emotional responses in specific contexts online can support decision-makers in responding to their individual customers or their broader market. Each specific emotion being expressed in social media posts online requires a different reaction from a company or organization. Artificial intelligence (AI) has begun to permeate many facets of the human experience.

If a student types, say, “I want to understand gravity” into Khan’s generative AI-powered tutoring program, the AI will first ask what the student already knows about the subject. The “conversation” between the student and the chatbot will then evolve in the light of the student’s response. But generative AI tools can do much more than churn out uninspired articles and create problems. One beauty of ChatGPT is that users interact with it conversationally, just like you’d talk to a human communicator at a science museum or science festival. You could start by typing something simple (such as “What is quantum entanglement?”) before delving into the details (e.g. “What kind of physical systems are used to create it?”).

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While AI can help eliminate tedium at work, one of the times I find myself using it while out of office is when I’m planning a vacation. Figuring out what to do when you’re taking a trip can take dozens or even hundreds of Google searches, and an AI chatbot can narrow that down to a single interaction. A freelance writer from Essex, UK, Lloyd Coombes began writing for Tom’s Guide in 2024 having worked ChatGPT App on TechRadar, iMore, Live Science and more. A specialist in consumer tech, Lloyd is particularly knowledgeable on Apple products ever since he got his first iPod Mini. Aside from writing about the latest gadgets for Future, he’s also a blogger and the Editor in Chief of GGRecon.com. On the rare occasion he’s not writing, you’ll find him spending time with his son, or working hard at the gym.

You’ll get answers that meet your needs better than any standard textbook. Living up to my desires for a tedium killer, then, AI has quickly gotten very good at both of these tasks. You might need an advanced subscription depending on your tool, but simply giving your AI chatbot of choice access to your document and asking for it to be turned into a spreadsheet is surprisingly solid at this point. There are even multiple ways to go about it, from simply using a text-based prompt to ask for a CSV that you can import into a spreadsheet program, or using a third-party tool to automatically take a PDF and turn it into an Excel sheet.

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In these situations, no creative decisions are made, the artist doesn’t lose any control, and nobody has their copyright infringed. Instead, the machine learning does something that a search engine or a human couldn’t easily replicate, and much quicker, too. As a science journalist – and previously as a researcher hunting for new particles in data from the ATLAS experiment at CERN – I’ve longed to use speech-to-text programs to complete assignments. That’s because I have a disability – cerebral palsy – that makes typing impractical. For a long time this meant I had to dictate my work to a team of academic assistants for many hours a week.

Tools like AMD’s FSR, Nvidia’s DLSS, and Sony’s upcoming PSSR use AI upscaling to run games at a lower native resolution while still looking good enough when displayed on a high resolution TV, which in turn lets them pump out higher frame rates. The fun of the Hume AI app is that it compartmentalizes multiple voices, each with its own tone and style to make it feel like you’re choosing to speak to different ‘people’ for different topics. If AI can read our emotions, how do we ensure this capability is used responsibly?

Knowing sadness in marketing messages can increase donations to non-profit organizations allows for more effective, emotionally resonant campaigns. Anger can motivate people to act in response to perceived injustice. The model achieved an impressive 84 percent accuracy in detecting emotions from text, a noteworthy accomplishment in the field of AI. For example, anger and disappointment are both negative emotions, but they can provoke very different reactions. Angry customers may react much more strongly than disappointed ones in a business context. Traditionally, researchers have relied on sentiment analysis, which categorizes messages as positive, negative, or neutral.

Accurate, high-quality science communication is vital, especially if we are to pique the public’s interest in physics and encourage more people into the subject. “AI is quite dangerous if the user has a cognitive disability,” Ruben said. That’s because people with certain cognitive disabilities might not know what to put in a prompt, or how to proofread an AI draft to make sure it says what they wanted to say. Instead, they might just OK whatever the AI writes for them, even if it doesn’t represent their real feelings. In these situations, it would be easy for the AI to “impersonate” the user, misrepresenting them without the user knowing that’s what’s happening. Their friends or family would essentially be talking only to ChatGPT, with little involvement from the patient, and could leave interactions with the wrong impression.

That way, you can avoid idly scrolling through “travelfluencer” TikToks, or looking at whatever a travel website’s algorithm wants you to see. Data entry is one of the most tedious parts of any job. When all you’re doing is copying-and-pasting information from a document into a spreadsheet, there’s little to keep your mind active. Or let’s say you need an electronic voice box to help you speak. AI can learn your speech patterns as you use it, powering more helpful autocomplete options, and letting you converse with those around you more quickly than if you had to manually type out everything you had to say.