🎬️ Sora releases "character cameos"

ALSO: The world's best vibe coder builds my app idea

Welcome back, Superhuman. Happy Halloween 👻 Want to see the monster that AI has created? Check out the market cap that Nvidia has gained since ChatGPT launched. Hint: It’s more than Amazon and Meta’s current valuations. Combined.

Also, today’s a very special day. Many of our readers have been asking for more in-depth tutorials. So we got the best vibe coder in the world to show us how to build and publish a mobile app to the App Store with AI. Check out the video below!

TODAY IN AI

Click here to watch OpenAI’s new “character cameo” feature in action. Source: OpenAI.

1. OpenAI introduces “character cameos” for Sora: Now you can create and reuse animated avatars in videos — from pets in your camera roll to imagined characters. You can also combine clips into longer, multi-scene videos. No invite code needed (for a limited time). See character cameos in action here.

2. Canva rolls out its revamped “Creative Operating System”: Canva’s redesigned platform features an enhanced visual suite, faster video editing capabilities, data collection for Canva Forms, and a new Canva Grow marketing platform – powered by Canva’s new AI model: Canva Design Model. The company claims it’s the world's first AI model trained specifically to understand design fundamentals. Explore Canva's new features here.

3. OpenAI eyes IPO to fund expansion plans: OpenAI CFO Sarah Friar has indicated that the company is targeting a 2027 listing, aiming for a valuation of $1 trillion. The fresh capital could help OpenAI fund its expansion plans, including its $500B Stargate project. The update comes on the heels of OpenAI's recent corporate restructuring, which reduced its reliance on Microsoft and removed barriers to raising capital.

AI implementation often goes sideways due to unclear goals and a lack of a strong enablement framework.

This AI Training Checklist from You. com pinpoints common pitfalls and guides you to build a capable, confident team that can make the most out of your AI investment. Set your AI initiatives on the right track:

Click to watch the full app building tutorial

I got Riley Brown — the best vibe coder in the world — to build my app idea live in less than 30 minutes. He shows you:

  • Which tool to use

  • How to write prompts

  • How to build core features

  • How to fix any bugs in the app

  • How to publish your app to the App Store

FROM THE FRONTIER

AI usage is now mainstream. A Wharton study says this is how companies are using AI:

The AI experimentation phase is over, and the companies falling behind are likely making a key mistake.

AI usage has gone mainstream. Three years ago, most companies were experimenting with AI while they waited to see if the hype was real. That phase is over. A three-year Wharton study reveals an inflection point: Weekly AI usage has jumped from 37% in 2023 to 82% today.

How are companies using AI? AI is most popular for day-to-day tasks that support employee productivity. Think: Data analysis (73%), document/meeting summarization (70%), and writing/editing (68%). For decision makers, the investment in AI tools has largely been worth it, with 75% of leaders reporting a positive ROI on AI spend.

But here’s the twist. Employees — not tech, software, or models — will likely be the key to success moving forward. Stefano Puntoni, a professor of marketing at Wharton, says, “The challenge isn’t replacement, it’s readiness. Companies that invest in training, culture, and guardrails will be the ones that turn Everyday AI into long-term advantage.”

Unlocking the workforce. Businesses “lagging” behind peers in terms of AI usage cited tighter workplace restrictions and low trust. The ones leading? They cited empowered access to AI tools, fast rollouts, and clear guardrails. People remain a key bottleneck in AI adoption and, thus, a key potential accelerant.

Navigating compliance requirements can be a daunting task, but with the right automation tools, it doesn't have to be. Whether you’re a fast-growing startup or an established security team, Vanta can help you achieve continuous compliance for SOC 2, ISO 27001, HIPAA, and more.

Tune into Vanta’s product demo to see it in action and get your questions answered.

IN THE KNOW

What’s trending on socials and headlines today

Meme of the day

🔓️ Security Breach: A parent tried password-protecting ChatGPT to prevent their kid from cheating on homework. ChatGPT caved hilariously fast.

😺 Digital Darlings: AI animal videos have been going viral. Recent superstars: A cooking cat with attitude and a dog with disco dance moves.

🤔 Heads Up: LLMs probably remember every single prompt you type, according to a new research paper.

Universal Music Group settled its lawsuit with AI music startup Udio, and some users have complained that they can no longer download their generations. The two companies plan to launch a new platform trained on licensed songs.

OpenAI released Aardvark, a GPT-5-powered cybersecurity agent that can help discover and fix security vulnerabilities (currently in private beta).

PRODUCTIVITY

5 New & Trending AI Tools

  • 📈 NewsBang*: The AI information platform that delivers news briefs, deep dives, and signals tailored to what matters most to you

  • 🧑‍💻 Scout0: Review, analyze, and debug your code with AI.

  • 🤖 Nimo: Create, manage, and run your AI apps and agents in one canvas.

  • 🎙️ Fish Audio: Generates lifelike voices with expressive voice cloning.

  • 💫 Pomelli: Easily generate on-brand content for your business.

* indicates a promoted tool, if any

PROMPT STATION

Analyze and visualize data with ChatGPT

You are a skilled data analyst and visualization expert.
I’ll provide a dataset — analyze it and:

- Summarize the data (structure, key stats, missing values).

- Perform exploratory analysis to find patterns or trends.

- Create clear visualizations that explain the trends and patterns.

- Explain insights in plain language.

Format output:
- Data Summary
- Analysis
- Visualizations
- Insights

[attach your dataset, please be careful when sharing sensitive personal or company data]

Friday Fun

(Pro tip: Zoom in to see minor details)

Which one is AI generated?

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Whenever you’re ready to take the next step

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Until next time — Zain & the Superhuman AI team