I recommend finding a framework within which to build your own apps, and then building your own suite of apps that have exactly the features you want (shameless plug, I built a platform that can serve as such a framework : WebWidgets.io. It is basically a way to hook up SQLite databases to JS objects in the browser, which allows wide liberty to build your own simple custom apps).
Mostly on the tax side. Some specific examples:
- after maxing out your 401k what should you do next? IRA? Mega backdoor roth? Something else?
- If you have kids, how to best save for future education expenses? Hint: consider 529 plan.
- HSA is technically the best tax advantaged account, most high earners don’t realize it and “waste” the HSA funds to reimburse typical medical bills. HSA has triple tax benefits: contributions are tax-free, growth is tax-free, and withdrawals are also tax-free after age 65 for any reason, not just medical expenses. So basically investing without any tax obligation. You can also withdraw tax free before 65, but for medical expenses only.
i could go on…investing is great, but reducing your tax obligation is an even more powerful technique if you want to grow your net worth.
In the old days of desktop computing, a lot of projects were never started because if you got big enough, Microsoft would just implement the feature as part of Windows. In the more recent days of web computing, a lot of projects were never started, for the same reason, except Google or Facebook instead of Microsoft.
Looks like the AI provider companies are going to fill the same nefarious role in the era of AI computing.
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https://pandas.pydata.org/docs/reference/api/pandas.DataFram...
This phenomenon appears to occur for LLM learning as well, though it is less remarkable due to the fact that LLMs likely have significant overlap in their training data.
I believe this is good news for Alignment, because, as Plato pointed out, one of the most important forms is the Form of the Good - a (theoretical) universal human ideal containing notions of justice, virtue, compassion, excellence, etc. If this Form truly exists, and LLMs can learn it, it may be possible to train them to pursue it (or refuse requests that are opposed to it).
The main use-cases I'm thinking of right now is triggering agents using email or a very simple document upload flow to any SaaS (just forward an email to the SaaS).