Using a clickbait title for a bit—it's actually because I've been going through a "backlash period" following the Gemini-3 release: after quickly burning through my accumulated ideas, I ran out of inspiration. Also, just as I was preparing to update a report on OpenAI's enterprise user behavior, I found that an application without a bound paid API Key was hit with a "403" Forbidden error, which led to this title.
OpenAI released a GPT usage report for enterprise users. Honestly, after reading it through, there wasn't much new; this information could already be observed back in September. These behaviors are merely a lagging reaction of the behaviors of many "pioneer" users, and a significantly scaled-down version at that.
Of course, it's worth using NotebookLM to generate some infographics and slides.
You can see the general idea, but clearly, due to computing power limitations, the effect is poor. So, I had to pay a bit more in API fees and use my own tools to generate a better 4K version. It cost over 1 USD, but for this result, it's worth it.
Naturally, NotebookLM's slides will be much better and more informative.
Here's a screenshot to promote how good the Mac is. This is why I've always been bullish on Apple's AI: Quick Actions are the best Agents. Unfortunately, "bureaucracy" is a killer.
With a very simple pdf2image automation, a 14-page PPT was screenshotted in no time. Apple has completed almost all the foundational work that can serve the AI era; unfortunately, it lacks a "brain." Getting back to the point, let's look at the PPT interpretation generated by NotebookLM—it's certainly better than all the "human influencers."
What is the core competitiveness of humans? What is the core competitiveness of humans? What is the core competitiveness of humans?
