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⏩️ AI chip race speeds up
ALSO: How to use deep research agent to study for interviews

Welcome back, Superhuman. By now, we’ve all seen TV ads for AI, but ads made with AI? A commercial created with the help of Google’s Veo 3 allegedly aired during the NBA Finals this week. It might be one of the first times an AI-generated video has made its way to our TV screens — but definitely not the last.
Today’s Insights
AMD unveils new AI chips, Microsoft launches Copilot Vision, and ByteDance tests real-time AI videos
AI-generated commercials are officially airing on TV
Tutorial: How to use a deep research agent to study for job interviews
5 new AI tools to boost your productivity
News, memes, what’s trending on socials, and more
TODAY IN AI
1. Nvidia might want to watch its back: Rival chipmaker AMD just unveiled a new batch of AI chips it claims compare to the performance of Nvidia’s Blackwell family while delivering a 35x inference boost over its previous generation. The announcement earned endorsements from OpenAI’s Sam Altman, along with execs from Meta and xAI — a sign that they’re sticking behind AMD’s open-source approach, which lets AI companies mix and match components, keeping costs low.
2. Microsoft’s Copilot can now see everything on your screen: PC owners in the US are finally getting their hands on Copilot’s long-awaited Vision capabilities. The idea is that as soon as you run into a problem — whether it’s finding an obscure setting, troubleshooting an edit in Photoshop, or improving your website design — there’s an AI companion there to guide you through the next steps. It can even highlight words or buttons so it’s easier to follow along.
3. ByteDance researchers unveil promising real-time AI video model: TikTok owner ByteDance just showed off an experimental video model that’s so fast you can interact with it live. It uses a unique blend of techniques, including autoregressive generation, which uses the video’s previous frame to kickstart the creation of the next one. The model’s speedy properties unlock new possibilities, letting you do things like transform an AI avatar’s movements in real-time using motion sensors, something that’s not possible with traditional VLMs. Check out some examples here.
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FROM THE FRONTIER
An AI-generated ad allegedly made it onto a prime-time broadcast
If you tuned into the NBA Finals this week, you might have seen a frenetic, “unhinged” commercial for the online trading platform Kalshi. It turns out, it was created with the help of ChatGPT and Veo 3, according to PJ Ace, the AI filmmaker behind the project.
How’d he do it?
He used Gemini and ChatGPT to transform a rough script into a detailed list of shots and prompts.
Next, he generated clips in Google Flow, which is powered by Veo 3 (considered by many creators to be the current state-of-the-art video model).
Finally, he edited the video with conventional software like CapCut and Adobe Premiere.
Check out PJ Ace’s newsletter for a more detailed breakdown of his process, including some sample prompts.
Why did it work? We all know video models can be a little unpredictable. So PJ Ace went with a zany, over-the-top premise that leaned into some of Veo’s weirder quirks.
What it means: Veo’s rapid jump in quality is shaking up the filmmaking industry much faster than anyone could have anticipated. Accetturo claims he was able to create the spot in just two or three days, and with a 95% cost reduction compared to traditional ads. He predicts taste and creativity will become high-value skills in the future, as the barriers to entry get much lower.
THE AI ACADEMY
Go to you.com/ari and enter your prompt.
Sample prompt: “I have a job interview for a [Job Position] position at X Company next week. Give me a comprehensive briefing including:
– Recent news about X Company
– The company’s current position in the [X industry]
– Key trends in the [X Industry] over the last 6 months that I should be aware of
– Competitors and market challenges
– Talking points that show I understand the company’s vision and how I can contribute as a [Job position]”
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Wait a few minutes. You’ll get a custom interview brief with news, insights, and sources to help you speak with confidence.
Use this data to ace your next interview.
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AI & TECH NEWS
Everything else you need to know today

DeepMind’s new model could help predict the intensity of cyclones weeks in advance. Source: DeepMind
🪀 Smart Toys: Mattel, the toymaker behind Barbie and Hot Wheels, announced it’s teaming up with OpenAI to bring gen-AI to its products starting later this year.
🗂️ Task Master: In other OpenAI news, the startup just launched a major Projects update, giving the organizational tool deep research and voice mode support, plus improved memory and file uploads.
🌀 Storm Watch: DeepMind just unveiled an AI-powered weather forecasting system that will help the US National Hurricane Center predict the intensity and movement of tropical cyclones up to 15 days in advance.
🌟 Rising Stars: Of the 144 early-stage startups in Y Combinator’s first-ever Spring batch, nearly half are building AI agents. Business Insider shared 10 that should be on your radar.
🔁 Trading Places: Now that Scale AI’s founder Alexandr Wang is heading to Meta, the AI data giant has tapped Chief Strategy Officer Jason Droege to take Wang’s place as CEO.
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SOCIAL SIGNALS
What’s trending on socials today

🧘 Self Help: If you’re in a personal or professional rut, this prompt from X user @PromptLLM might be the reset you need.
📱 Blast From the Past: A Redditor just used ChatGPT to generate ads for 2025-era tech, like AirPods and Xboxes, as if it were 2003. (Also included: The Y2K-inspired prompt they used to create them.)
📹 Sneak Peek: Midjourney is getting ready to release a new video model, and X users are already starting to share some early examples of what it’ll be capable of. You can have a hand in the release by ranking videos here.
🤫 Spilled Secrets: Meta’s new AI app is apparently getting flooded with users’ personal details as people accidentally share their conversations with the platform’s chatbot on their timelines.
📜 Prompt Pioneers: Early CEO Sharon Barr just wrote a fascinating article about the history of “how we learned to talk to machines,” starting with a 27-year-old mathematician in 1843 — and ending with 2025’s vibe coding trend.
PROMPT OF THE DAY
Strategic Questions to Ask the Interviewer
Prompt: Act as a career coach and interview strategist. I’m preparing for an interview for the role of {insert job title} at {company name}. Draft a list of insightful questions I can ask the interviewer that demonstrate deep interest in the role and alignment with {company’s mission or values}.
Ensure the questions cover:
Role clarity & performance metrics (e.g., how success is measured)
Growth opportunities & learning paths
Team dynamics & collaboration style
Company culture & leadership expectations
Strategic direction of the team or department
Include a mix of practical and reflective questions. Prioritize clarity, curiosity, and cultural fit.
Bonus: suggest 1 question that helps me stand out as a thoughtful, strategic candidate.
🤓 Want more? Check out our Top 1,000 Prompts
Source:
AI-GENERATED IMAGES
Friday fun

Which one is AI generated? |
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Zain & the Superhuman AI team