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This AI Warps Live Video in Real Time

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Dean Leitersdorf introduces himself over Zoom, then types a prompt that makes me feel like I’ve just taken psychedelic mushrooms: “wild west, cosmic, Roman Empire, golden, underwater.” He feeds the words into an artificial intelligence model developed by his startup, Decart, which manipulates live video in real time.

“I have no idea what’s going to happen,” Leitersdorf says with a laugh, shortly before transforming into a bizarre, gold-tinged, subaquatic version of Julius Caesar in a poncho.

Leitersdorf already looks a bit wild—long hair tumbling down his back, a pen doing acrobatics in his fingers. As we talk, his onscreen image oscillates in surreal ways as the model tries to predict what each new frame should look like. Leitersdorf puts his hands over his face and is transformed with more feminine features. His pen jumps between different colors and shapes. He adds more prompts that take us to new psychedelic realms.

Decart’s video-to-video model, Mirage, is both an impressive feat of engineering and a sign of how AI might soon shake up the livestreaming industry. Tools like OpenAI’s Sora can conjure increasingly realistic video footage with a text prompt. Mirage now makes it possible to manipulate video in real time.

On Thursday, Decart is launching a website and app that will allow users to create their own videos and modify YouTube clips. The website offers several default themes including “anime,” “Dubai skyline,” “cyberpunk,” and “Versailles Palace.” During our interview, Leitersdorf uploads a clip of someone playing Fortnite and the scene transforms from the familiar Battle Royale world into a version set underwater.

Decart’s technology has big potential for gaming. In November 2024, the company demoed a game called Oasis that used a similar approach to Mirage to generate a playable Minecraft-like world on the fly. Users could move close to a texture and then zoom out again to produce new playable scenes inside the game.

Manipulating live scenes in real time is even more computationally taxing. Decart wrote low-level code to squeeze high-speed calculations out of Nvidia chips to achieve the feat. Mirage generates 20 frames per second at 768 × 432 resolution and a latency of 100 milliseconds per frame—good enough for a decent-quality TikTok clip.



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AI isn’t just for coders: 7 emerging non-tech career paths in artificial intelligence

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7 emerging non-tech career paths in artificial intelligence

Artificial intelligence is no longer the future. It’s already shaping how we live, work, and learn. From smart assistants to personalised learning apps and automated hiring tools, AI is now part of everyday life. But here’s something many students still don’t realise — you don’t have to be a computer science genius to build a meaningful career in AI.In 2025, AI needs more than just coders. It needs people who understand ethics, design, communication, psychology, policy, and human behaviour. Whether you’re studying law, liberal arts, design, economics, or media, there is space for you in this fast-growing field. These emerging roles are all about making AI more responsible, more human, and more useful.Here are seven exciting non-tech career paths in artificial intelligence that you can start exploring now.

AI ethics specialist

AI systems make decisions that can affect real lives — from who gets hired to who receives a loan. That’s why companies and governments need experts who can guide them on what’s fair, what’s biased, and what crosses a line. Ethics specialists work closely with developers, legal teams, and product leaders to make sure AI is built and used responsibly.Best suited for: Students from philosophy, sociology, law, or political science backgroundsWhere to work: Tech companies, research institutes, policy think tanks, or digital rights NGOs

AI UX and UI designer

AI tools need to be easy to use, intuitive, and accessible. That’s where design comes in. AI UX and UI designers focus on creating smooth, human-centered experiences, whether it’s a chatbot, a virtual assistant, or a smart home interface. They use design thinking to make sure AI works well for real users.Best suited for: Students of psychology, graphic design, human-computer interaction, or visual communicationWhere to work: Tech startups, health-tech and ed-tech platforms, voice and interface design labs

AI policy analyst

AI raises big questions about privacy, rights, and regulation. Governments and organisations are racing to create smart policies that balance innovation with safety. AI policy analysts study laws, write guidelines, and advise decision-makers on how to manage the impact of AI in sectors like education, defense, healthcare, and finance.Best suited for: Public policy, law, international relations, or development studies studentsWhere to work: Government agencies, global institutions, research bodies, and policy units within companies

AI behavioural researcher

AI tools influence human behaviour — from how long we scroll to what we buy. Behavioural researchers look at how people respond to AI and what changes when technology gets smarter. Their insights help companies design better products and understand the social effects of automation and machine learning.Best suited for: Students of psychology, behavioural economics, sociology, or educationWhere to work: Tech companies, research labs, social impact startups, or mental health platforms

AI content strategist and explainer

AI is complex, and most people don’t fully understand it. That’s why companies need writers, educators, and content creators who can break it down. Whether it’s writing onboarding guides for AI apps or creating videos that explain how algorithms work, content strategists make AI easier to understand for everyday users.Best suited for: Students of journalism, English, media studies, marketing, or communicationWhere to work: Ed-tech and SaaS companies, AI product teams, digital agencies, or NGOs

AI program manager

This role is perfect for big-picture thinkers who love connecting people, processes, and purpose. Responsible AI program managers help companies build AI that meets ethical, legal, and user standards. They coordinate between tech, legal, and design teams and ensure that AI development stays aligned with values and global standards.Best suited for: Business, liberal arts, management, or public administration studentsWhere to work: Large tech firms, AI consultancies, corporate ethics teams, or international development agencies

AI research associate (non-technical)

Not all AI research is about coding. Many labs focus on the social, psychological, or economic impact of AI. As a research associate, you could be studying how AI affects jobs, education, privacy, or cultural behaviour. Your work might feed into policy, academic papers, or product design.Best suited for: Students from linguistics, anthropology, education, economics, or communication studiesWhere to work: Universities, research labs, global think tanks, or ethics institutesThe world of AI is expanding rapidly, and it’s no longer just about math, code, and machines. It’s also about people, systems, ethics, and storytelling. If you’re a student with curiosity, critical thinking skills, and a passion for meaningful work, there’s a place for you in AI — even if you’ve never opened a programming textbook.TOI Education is on WhatsApp now. Follow us here.





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Google AI Mode is getting a bigger AI brain from Gemini

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  • Google has upgraded its AI Mode with the advanced Gemini 2.5 Pro
  • AI Mode has also added Deep Search, which can now run hundreds of background searches
  • A new calling tool built into Search lets Google call businesses on your behalf

Google is continuing to try to get you to use its AI Mode when searching online with new and enhanced AI tools. The conversational search tool has made Google’s Gemini 2.5 Pro AI model available in AI Mode, along with the long-form report writing tool Deep Search.

Google AI Pro and AI Ultra subscribers in the U.S. who are also part of the AI Mode experiment in Search Labs will now see an option to choose Gemini 2.5 Pro when asking tough questions as well.



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Teachers gather to talk artificial intelligence in the classroom

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HUNTSVILLE, Ala (WHNT) — Our world is constantly evolving, and lately, a lot of that evolution has been in the form of artificial intelligence.

“This is the future,” Kala Grice-Dobbins said. “It’s not going away, and we want our teachers to be informed, but also our students to be informed.”

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Grice-Dobbins is a cybersecurity teacher with the Madison County School System.

Thursday, more than 150 teachers from across North Alabama gathered to talk about AI and the use of it in the classroom.

“It’s clearly a novel technology– new for kids, new for teachers, and they’re trying to figure out how to use it,” Randy Sparkman said. “So we’re just trying to bring resources and bring these, Madison County districts, particularly, together to talk about strategies for using AI in the new school year.”

Sparkman is a part of Mayor Tommy Battle’s AI task force. They put on the AI in education event.

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Grace-Dobbins said she uses AI for help with things like lesson plans and recommendation letters.

“All of us use templates every day,” she said. “Why can’t it be our template to start with, and then we edit it because nothing’s perfect when it comes out.”

She said it’s easier than you think to spot students plagiarizing by using the tool.

“It’s not going to be your top of the line type paper,” she said. “It’s not going to be written in their kind of language. It’s not going to have their kind of thoughts involved, and so the more you know your students, you’re going to know this is not you.”

Angela Evans is also a teacher. She said she’s already been using AI in her classroom for years.

She has a message for those who may be skeptical. What she’d tell people.

“Don’t be scared because change is nature,” she said. “We are going to progress our humanity. Our intelligence is going to continue to progress.

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