"Betrayal" — a word that started as a warning from AI.
A large word appears on screen.
I felt a mixture of letdown and laughter. I thought it was exaggerated, but as I repeatedly watched the video, discomfort set in.
And a resonance grew inside me that I should write about this.
The Symbolism of Anthropic's Super Bowl Ad That Made Waves
Evaluations of Anthropic's Super Bowl ad may differ by viewer. Some will feel it was exaggerated, some will call it aggressive, and others may just laugh and move on.
However, from the perspective of researching virtual convergence and platform structures, this ad did not appear to me as simple satire or a targeted attack. Rather, it appeared as an event that preemptively blocked 'the worst-case scenario that could have been chosen' in OpenAI's process of introducing advertising into AI.
This thought starts from a question that anyone with even a little knowledge of the advertising industry would naturally come to think.
Really, would such advertising "absolutely" never appear?
If you think carefully, advertising has always evolved by crossing boundaries.
Think of news website right now. Advertising covers the content to the point of making articles difficult to read, and sometimes sensational or inappropriate advertising appears openly on top of articles that reporters earning tens of millions of won in annual salary have poured their hearts into writing.
Even 10 years ago, when I was working as a reporter, fierce debates would erupt inside media organizations over "even if we desperately need money, is it right to carry this type of advertising?" Some media declared a 'clean policy,' publicly pledging not to dirty their online pages with advertising.
But what does it look like now?
That's exactly why I don't see Anthropic's Super Bowl ad as merely an exaggerated or aggressive attempt. Rather, I judge it as closer to a warning that preemptively blocked the worst option.
Companies Don't Advertise Out of Good Will
Companies are not philanthropists. Advertising is not philosophy but a revenue model.
From an advertiser's perspective, the form of AI advertising depicted in Anthropic's ad is actually a highly attractive scenario. The user's worry is specific, the context is perfect, and the possibility of conversion is extremely high.
Advertisers want results equivalent to what they paid. Marketing activities must always be followed by sales metrics. So platforms are constantly asked:
"If we advertise on your platform, what difference will it make?"
Advertisers require more precise targeting, deeper context utilization, and more immediate conversion — more specific and more of everything. Because that's what can connect advertising directly to their sales and revenue.
However, if platforms can't prove those requirements, advertising is cut off, unit prices go down, and the next advertiser doesn't come.
That's why banner advertising inside platforms moved next to content, native advertising seeped inside content, and recommendations infiltrated wearing the face of 'advice.'
AI is no exception.
"Not now, but couldn't it have been tried later?"
OpenAI says this now:
Advertising is separated from chat.
It doesn't distort conversation.
Advertising that users would refuse won't be done.
Of course, right now on February 7, 2026, I believe these words. But when platforms must prove advertising effectiveness, the temptation of 'utilizing conversation context' will inevitably raise its head again.
The more specific the user's worry, the more vulnerable their emotions, the higher the conversion possibility — advertising has always targeted that point. I ended up watching to the end because it was initially funny, but following the video further, the thought arose that the reason Anthropic's Claude ad became uncomfortable was not because it was exaggerated but rather because it was too plausible.
Not now, but it felt like scenes that were actually possible later, and that was chilling.
So I See This Ad as Having Prevented the 'Worst'
At precisely this point, the thought arose that Anthropic's Super Bowl ad was not just one ad needed in this era when AI advertising is just beginning but was closer to a 'warning.'
This ad did not stop OpenAI's advertising adoption or block advertising itself. But it did something far more important.
This ad etched the image of "this line must not be crossed" into the public mind first. The moment counseling converts to advertising, scenes where advice turns to selling, and precisely the point where AI transforms from a 'being that helps' to a 'being that sells.'
Now OpenAI can be afraid.
The fact that going to that point cannot be defended with any explanation.
So after this ad, OpenAI's message became more careful, clearer, and more repeatedly affirmed "we don't do that."
This is neither exaggeration nor ridicule. Rather, it is a warning toward future AI advertising.
I don't see this ad as an 'ethical AI declaration.' Rather, I see it as an event that made it difficult to take that path by preemptively revealing the worst habits of the advertising industry.
Of course, completely ad-free AI is not sustainable. But that doesn't mean completely unrestrained advertising is safe either.
The realistic answer is always somewhere in between.
The force maintaining that middle is not corporate good will but outside observation and checks.
This Super Bowl ad brought that observation forward. That's why this ad did not look uncomfortable, exaggerated, or aggressive to me. Only a sense of relief remained that the worst that could have arrived in the future was prevented.
Advertising will inevitably enter AI. However, it became clear this time how far in it can come.
I hope. That boundary lasts longer than expected...
