> Would you rather use Netflix or Spotify without recommendation engine?
100% yes.
Personally for me the term "personalisation" is becoming a dirty word and I am becoming uneasy when I hear it mentioned in design docs and product launches etc. I dont want to see what some algorithm thinks I want to see. Instead I would prefer to see the real, unfiltered, unfettered data. I think the whole Fake News outcry started me thinking about it in a more deep way.
Imagine if you went into a fancy restaurant for some special occasion and the waiter took a look at you as you walked in and brought you a "special" menu based on some decision they made silently in their own head about what they think you want. Rightly you'd want to see the full menu and not just what they think you want to see. Sure I'd welcome them pointing out some highlights on the menu, but I'd apprecaite seeing the whole thing before making up my own mind.
As a result now I use DuckDuckGo exclusively and have Firefox set up with Google Container[1] to keep the Google cookies separate from everything else (I dont use facebook at all so their cookies are entirely blocked as 3rd party) as well as the usual uBlock Origin, privacy badger et al. I am even toying with the idea of moving away from my gmail that I've been using since 2004/05.
1 - https://addons.mozilla.org/en-US/firefox/addon/google-contai...
That's also a corruption of the meaning of "personalisation." Personalisation is about me making choices to adapt a product to my preferences, it's not about the product making choices about how to interact with me.
Real personalisation would be having the (sticky) option to shut the algorithm off and "see the real, unfiltered, unfettered data."
Anyway, I still upvoted your comment, because it's interesting to read what someone working at FB has to say on this.
[0]: https://readwrite.com/2012/12/11/why-are-dead-people-liking-...
EDIT: Images seem to be missing from the original link, so here is an archived version: https://web.archive.org/web/https://readwrite.com/2012/12/11...
The space of phone numbers is small enough that this is not a significant consideration.
Lol! Phone numbers have less than 40 bits of entropy, it's trivial to break those hashes.
Facebook would be unable to contact the user via SMS, they would have to issue a token via WWW or app and have the user text that to a specific address from the corresponding phone number to achieve phone-based 2FA. This might even be a third-party service to deny FB any direct access to the phone number.
The verification channel might become a phishing target via spoofed FB pages or apps, though that would be moderately expensive and of limited use. An attacker might request FB login credentials (the actual verification would not), might acquire a phone number (generally, though not always, a non-critical datapoint), and would still be denied account access via 2FA without further compromises, say, social-engineering the phone account (a proven risk, though expensive at scale).
Tildes.net uses a similar mechanism for recovery email addresses.
A 10-digit number is only 10 billion possibilities, much less if you consider that they aren't completely random and have area codes, etc.
You can probably brute-force a hash of a phone number in seconds to minutes _on a CPU_.
Somehow, the knowledge that the efforts to tie every trace of my existence together to help marketers target ads to me are done in a cryptographically secure fashion is not entirely comforting.
In general, I have been unimpressed with recommendation engines of any sort. Spotify can't suggest music I'd like worth a damn, and it's working within a relatively specific domain. Whatever fractional gains in ad relevance are currently obtained from this aren't worth the privacy invasions needed to obtain them.
It's not even cryptographically secure, a phone number is like a 10 digit number that isn't even completely random because of area codes, trivially brute-forceable.
Hell yes.
Related artists per track, that would be more, than enough.
I'd rather it didn't have a recommendation engine. I'm fed up with it trying to get me to watch something else - I'd rather it just stay out of my way.
Needless to say, Facebook's goals and incentives are very different.
But on Facebook people go for socialising, and not to get personalised ads.
Personally, as long as the user has an opt-out and opt-in options, I don’t think ad targeting is necessarily an unethical pattern, the blurring lines of ads and recommendations would be actually a pattern that users might like. Would you rather use Netflix or Spotify without recommendation engine?