Good morning, AI enthusiast.

OpenAI is giving developers a powerful new assistant for securing code. Its new AI agent, Aardvark, leverages the unreleased GPT-5 model to autonomously hunt down and help patch software vulnerabilities.

Having already uncovered previously unknown vulnerabilities in early testing, the agent showcases a significant advance in automated security. Does the arrival of highly specialized tools like Aardvark mark the beginning of a new partnership between developers and AI agents for complex, high-stakes tasks?

In today’s AI recap:

• How to generate 60+ second AI UGC ads with consistent characters

• OpenAI's new bug-hunting AI agent

• Alphabet’s $100B AI-driven quarter

• OpenAI eyes potential $1 trillion IPO

• An AI slashes a massive hospital bill

• 8 trending AI tools

OpenAI's 'Aardvark' Hunts Bugs

The Recap: OpenAI has unveiled Aardvark, a new AI agent powered by the unreleased GPT-5 model. It's designed to autonomously find, verify, and help fix security vulnerabilities in software code.

Unpacked:

• Aardvark operates like a human security researcher by first understanding a codebase, then identifying potential weaknesses, and finally testing them in a secure sandbox environment before suggesting a fix.

• The agent doesn't automate everything; a human developer must review and deploy any patch Aardvark proposes, ensuring a final check on all suggested code changes.

• In early tests, the agent has already proven its value by discovering 10 previously unknown vulnerabilities in open-source projects that later received official CVE security identifiers.

Bottom line: Tools like Aardvark give developers a powerful, proactive assistant to help secure software before malicious actors find exploits. This launch signals a clear trend toward specialized AI agents that partner with professionals to automate highly complex tasks.

Software sprawl? That’s SaaD.

Software was supposed to make work easier. Instead, most teams are buried under it.

That’s SaaD – Software as a Disservice. Dozens of disconnected tools waste time, duplicate work, and inflate costs.

Rippling changes the story. By unifying HR, IT, and Finance on one platform, Rippling eliminates silos and manual busywork.

• HR? One update applies to payroll, benefits, app access, and device provisioning instantly.

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• IT? Manage hundreds of devices with a single click.

Companies like Cursor, Clay, and Sierra have already left outdated ways of working behind – gaining clarity, speed, and control.

Don’t get SaaD. Get Rippling.

Is SaaD hurting you?

AI Tools of the Day

1. 🤖 Wonder Studio – Automatically integrate CG characters into live-action footage, completely automating the complex animation and VFX pipeline.

2. 🌐 MultiOn – Delegate any online task to an autonomous AI agent that can navigate websites, fill out forms, and make purchases for you.

3. 🎮 RiseAngle – Create and publish your own unique games with a single click using generative AI, no coding or game design experience required.

4. 🗣️ BlipCut – Instantly translate and dub your videos into 95 languages with AI voice cloning and automatic subtitles to reach a global audience.

5. 🧠 AlphaTwin – Get 24/7 personalized mentorship by interacting with AI-powered virtual versions of the world's most successful experts.

6. 🐍 Preswald – Instantly transform your Python scripts into fully interactive data apps with pre-built UI components, no frontend code needed.

7. 🎬 Blooper – Turn film scripts into complete storyboards and production plans automatically to accelerate your entire pre-production workflow.

8. 🛠️ FormWise.AI – Build and sell your own custom, white-label AI tools and chatbots for your website using a powerful no-code editor.

Explore the Best AI Tools Directory to find tools that will 10x your output 📈

Alphabet's $100 Billion AI Quarter

The Recap: Alphabet just reported its first-ever $100 billion quarter, crushing expectations as strong demand for artificial intelligence solutions drove record growth across its Cloud and Search businesses.

Unpacked:

• Google Cloud was the standout performer, with revenue surging 34% year-over-year to $15.2 billion by providing the essential AI infrastructure for enterprises and securing major deals with leading AI companies.

• The company’s core Search business is also thriving in the AI era, growing 15% to $56.6 billion as AI-powered features like Overviews and AI Mode are leading to more user queries.

• Alphabet is aggressively increasing its capital spending to a forecasted $91-$93 billion for the year, a move justified by a massive $155 billion backlog in future Google Cloud contracts.

Bottom line: Alphabet is successfully turning the AI transition into a powerful growth engine for its entire portfolio. These strategic investments in infrastructure are cementing its role as a foundational player in the developing AI economy.

AI Training

Create 60-Second AI UGC Ads with Character Consistency in Sora 2 (Full Tutorial)

The Recap: In this video, I'll show you how to use Sora 2 to create 60 second+ AI ads with consistent characters across the entire video. This tactic can be used to build extremely high quality ad creative for your business.

P.S. We also launched a free AI Automation Community for those looking to build and sell AI Automations — Come join us!

The First Trillion-Dollar IPO?

The Recap: OpenAI is reportedly preparing for a massive initial public offering that could value the company at $1 trillion. The ChatGPT maker is considering a stock market float as early as the second half of 2026.

Unpacked:

• This potential IPO aims to fuel CEO Sam Altman’s ambition to spend trillions on the data centers and infrastructure needed to build advanced AI.

• The company's immense computing needs already prompted it to expand beyond Microsoft, having recently added Google to their list of cloud providers.

• The move follows a lengthy restructuring process that turned OpenAI’s main business into a for-profit corporation, a crucial step that lays the groundwork for a public listing.

Bottom line: A public offering would provide OpenAI with the immense capital required to scale its infrastructure and pursue its goal of artificial general intelligence. It would also give the public market its first direct investment opportunity in the undisputed leader of the current AI wave.

Where AI Experts Share Their Best Work

Join our Free AI Automation Community

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What makes our community different:

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Dive into our course materials, collaborate with experienced builders, and turn automation challenges into shared wins. Join here (completely free).

AI Slashes a Hospital Bill

The Recap: In a powerful real-world example, an individual used an AI chatbot to dissect a complex hospital invoice. This analysis helped them slash a massive $195,000 bill down to just $33,000.

Unpacked:

• The chatbot, identified as Claude, meticulously reviewed the itemized bill to uncover significant errors that the hospital made.

• It spotted double-billing for procedures and flagged improper coding that miscategorized emergency treatments as inpatient services.

• Armed with this AI-driven analysis, the individual drafted compelling letters that successfully pressured the hospital to correct the overcharges.

Bottom line: This demonstrates how AI can act as a personal advocate, giving ordinary people the power to challenge opaque and complex systems. It points to a future where anyone can leverage AI to ensure they are being treated fairly by large institutions.

The Shortlist

Synthesia raised $200M in a new funding round, nearly doubling the AI video avatar company's valuation to $4 billion.

Applied Materials filed notice to lay off 363 employees across its Bay Area offices as the chip industry giant restructures.

Paramount plans to cut approximately 2,000 jobs, representing 10% of its workforce, following its recent merger with Skydance.

Signing off,

David, Lucas, Mitchell — The Recap editorial team