Once I had to use the internet without and ad blocker ( shiver ). It was horrible. I still have nightmares.
Joking aside. I couldn’t believe how crammed full and chaotic sites were without an ad blocker. I have no evidence to support this other than my experience but I think , for me , ad blockers are good for my mental health. Being constantly exposed to all those messages trying to exploit insecurities can’t be good for people.
Anyways ad blockers are the best.
As much as I like the privacy frontends I think ‘we’ have to move to alternative platforms sooner than later and pull the bandaid vs. continuing to indirectly be dependent on google as the base platform.
Hey, I am a machine learning engineer that works with people data. Generally you measure bias in the training data, the validation sets, and the outcomes ( in an ongoing fashion - AIF 360 is a common library and approach ). There are lots of ways to measure bias and or fairness. Just checking if a feature was used isn’t considered “enough” by any standards or practitioner. There are also ways to detect and mitigate some of the proxy relationships you’re pointing to. That being said, I am 100% skeptical that any hiring algorithm isn’t going to be extremely bias. A lot of big companies have tried and quit because despite using all the right steps the models were still bias https://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G. Also many of the metrics used to report fairness have some deep flaws ( disprate impact ).
All that being said the current state is that there are no requirements for reporting so vendors don’t do the minimum 90% of the time because if they did it would cost a lot more and get in the way of the “AI will solve all your problems with no effort” narrative they want to put forward so I am happy to see any regulation coming into place even if it won’t be perfect.
I am on pop is for my home desktop. I like the built in tiling manager. Ubuntu for work. Might give nix or kde a go next.
Jobs done
I use kagi. I think it depends on your level of concern , as it does with most things. Kagi has a pretty nicely written privacy policy. They do require an account but I signed up with a masked email and cc. For my use I find their privacy policy enough given the other measures I take but the main reason I like kagi is zero ads or prioritized posting. Experiencing search with out ads is a pretty awesome exp in my opinion. There are other ways to get free search with ads stripped out but this “feel” fundamentally different from a service purpose built to be ad free and private. I am happy to pay for ad free platforms vs using platforms that are trying to do privacy preserving ads but this is more of a personal stance and preference. I know your question was more about privacy than ads but I find the two closely linked. I’ve attached a summary of their privacy policy below:
I like theming , I am already a Firefox user. I think the sad reality is that for more adoptions , in the order of numbers that chrome puts up , Firefox needs to be a default application ; the common users doesn’t want to customize anything ( my hot take ).
I don’t think it is important that Firefox gets to those numbers as long as they can generate enough revenue to keep going.