Snapshot · This Week in Tech (Audio)
ChatGPT and Microsoft Copilot together saw nearly 3.2 million data violations in the prior year, mostly from employees accidentally uploading sensitive company information.
Where this was said
At 55:10 · chapter starts 47:00
Leo leans into the data exfiltration theme established earlier in the episode, noting that last year 1.3 million Social Security numbers were leaked to AI applications and that ChatGPT and Microsoft Copilot alone saw nearly 3.2 million data violations. In most cases the leaks are inadvertent — an employee uploading a tax return to an AI, not realizing it contains sensitive identifiers. He introduces Zscaler's Zero Trust Plus AI as the solution, quoting Siva, director of security and infrastructure at Zuora, who describes how Zscaler gives his team visibility into how employees use generative AI tools and prevents confidential data from reaching public LLMs.
Last year, 1.3 million Social Security numbers were inadvertently leaked to AI applications, often by employees uploading documents without realizing the sensitivity of the data.
Google's annual electricity consumption rose 37% in 2025, the largest single-year increase in company history, attributed primarily to AI data center construction and operations.
Ad-based monetization works well for game apps where users spend extended time in-session, as seen with Grid and Wordle.
Tool-focused apps like PuffCount are poor candidates for ad monetization because users don't stay in-session long enough.
A hard paywall is a screen that blocks all app features unless the user pays or starts a free trial — it cannot be dismissed.
Mobile apps are primarily monetized through either ads (best for games) or in-app purchases/subscriptions (best for tools).
According to the episode, YouTube outperforms every other social platform for building trust and driving SaaS conversions.
Vasco stated that the majority of his app's user base came directly from his YouTube channel.
SEO Bot features a 'Boost My Domain Rating' button that routes users directly to Listing Bot, an example of in-product cross-selling.
The founder's entire product portfolio is AI-related, making it easier to package products attractively for directories.
The founder attached their SaaS demo to the trending debate about whether AI coding is actually good enough to build a full SaaS product.
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