Personally, I want to see the removal of capitalism, as it is a terrible system, alongside other oppressive systems like the State. Because that doesn’t happen overnight, and it isn’t something congress would ever vote on, I support strong social systems, high taxes on the wealthy and corporations, strong environmental protections, and especially legislation that strengthens communities. Strong worker protections and benefits wouldn’t be bad to see either.

From any other company who runs a social media company with a spam problem, I’d say this is an interesting solution. You can identify some bots and sock-puppet accounts by PCI. For Musk’s twitter, I’m not exactly trusting it, it feels like enshittification is in full swing.

I wonder how this will affect diversity of opinion on twitter, since I feel those already critical of twitter won’t be as likely to spend a dollar

And I’m a little skeptical that this will dissuade botting, since 1$ is nothing

That is a good thing and a bad thing. Self diagnosis will inevitably end with misdiagnosis.

I think AI has the potential to increase the amount of patients seen, and maybe even decrease cost, but in the enshittified American system I’m willing to bet it would not be close to the best outcome

I’m not an expert at ML or cardiology, but I was able to create models that could detect heart arrhythmias with upwards of 90% accuracy, higher accuracy than a cardiologist, and do so much faster.

Do I think AI can replace doctors? No. The amount of data needed to train a model is immense (granted I only had access to public sets), and detecting rarer conditions was not feasible. While AI will beat cardiologists in this one aspect, making predictions is not the only thing a cardiologist does.

But I think positioning AI as a tool to assist in triage, and to provide second opinions could be a massive boon for the industry.