In reality, I have a math blog with ads for Cap'n Crunch cereal and strange new yogurts which seem very distracting and poorly-targeted when compared to, say, ads for O'Reilly math/CS books or a MOOC on probability and statistics.
Seems like to me the algorithm gods decided that your site was better suited to advertise to parents of toddlers.
Yes, that's a move toward integrity and away from endangerment and excess income.
If "some higher up in marketing" doesn't understand their users, the problem is they're out-of-touch and that should be corrected, as opposed to endangering user's privacy.
Currently, my tiny site operates this way, with hand-chosen Amazon ads and no google Adwords.
I don't think this a problem most small publishers have.
If you provide a worse user experience with the same content as another, then income will dwindle altogether.
Innovate, move forward.
I'd like to see Netflix for written content and I'd pay for it.
Probably it's not very realistic to hand-pick individual ads, unless you run a very niche site. Probably it's still realistic to hand-pick the automatic ad streams you'd agree to show. I suspect the major ad networks allow you to be quite specific.
Not in my experience. My hand-picked ads are alway at a higher CTR than programmatic. Intent-driven programmatic gives me a 2x CTR over random static ads. Hand tuned gives me about 10x more CTR.
You may be able to optimize down a set of hand-picked ads programmatically, but you still need that manual curation in the process.
More important is losing your audience to a bad user experience via programmatic ads when they visit your site.
Also, I'm pretty sure Vogue or the advertisers use DoubleClick as just the ad hosting network for analytic purposes. They are likely sold on a display basis in Vogue.
Not all publishers subscribe to the low quality Google AdExchange. In fact, they typically have a variety of ad bids, and the highest bidding ads are chosen for placement programmatically.
Edit: I just visited vogue.com. Guess who served me my ad? doubleclick. It was relevant and I bet it was programmatic. Programmatic does not mean random. Ad placement programs have a lot more data to work with than any individual at the publisher. There's a lot more sense to it than manual prediction