That's apples to oranges; your link says they made it exaggerate features on purpose.
"The researchers feed a picture into the artificial neural network, asking it to recognise a feature of it, and modify the picture to emphasise the feature it recognises. That modified picture is then fed back into the network, which is again tasked to recognise features and emphasise them, and so on. Eventually, the feedback loop modifies the picture beyond all recognition."
If I’m reading this correctly it sounds like it might a kind of beneficial graft-vs-host reaction?
The HIV-free transplanted immune system sees the original immune system as alien, and proceeds to wipe it out at the cellular level. This presumably takes the HIV with it, even if the new immune system is not itself resistant.
I guess this means that quiescent HIV is not at a stage in its lifecycle where it can reinfect cells if its host cell is destroyed. My hilarious mental model of infectious HIV virions floating inside a CD4+ T-cell like angry bees inside a balloon is clearly mistaken.
From a _consultancy_ it feels a bit on the nose. Do you have a system that's mostly working at the moment? We'll migrate that at huge cost to something else (for little upside, but it'll get sold in really well to senior management)
This marketing effort is aimed at shareholders, not customers or employees. The stock has been tanking hard and she's just replicating the strategy of staying in AI related news hoping for a bump. Hopefully it works, for the employees anyway, so they can dump their own shares.
We recently made a fairly large donation to a children’s hospital to support a specific research program. They directly told us that the highest-impact way to deploy the funds would be to pay lobbyists to try to get earmarks injected into federal bills. Like, >10x expected ROI.
Not all lobbying is straight-up mustache twirling. But it definitely left a bad taste in our mouths.
That kind of is mustache twirling. Instead of spending your donation on research, they would use it to divert money from some other cause to their own. Your donation may harm a different - and possibly more deserving - research program.
I think GP’s point was that the vast majority of individuals have taxes that look like “one W2, maybe a couple 1099s, and standard deduction.” Many of these people have been scared into using a CPA when they really just need to plug-and-chug a few numbers into tax software.
As soon as the words “passthrough LLC” (or “farm” or “S-corp” or “itemize”) are on the table, it’s usually worth it to pay $1,000 for a professional, assuming your time is worth something.
Exactly. Tax complexity drives the CPA / tax prep need.
That said, there is a huge swath of America that's being preyed on by strip-mall tax prep, who derive zero benefit from it. (And an industry whose profits ultimately trickle up to the tax prep software companies)
I was blown away when I learned one of my wife's friends, who has a single W2 and some bank interest, pays H&R Block every year to file her taxes! No stocks or rental income or IRAs or anything else that could complicate things. But still she, and millions of Americans, pay these companies to fill out what amounts to a single form. Eye opening.
Entering a 1099-B for stocks is dead simple, you enter in a few numbers (cumulative buys, sells, and wash sales) and you’re done. You transmit your trade history to the IRS digitally.
It takes me about 20-30 minutes to enter a W2, 1099-INT, 1099-B, 1099-B (futures) and a 1256 (straddles and index options) into FreeTaxUSA every spring.
Just like every other company, HR block sells emotions, not a product. The two emotions are: not getting in trouble with the IRS, and getting a good deal (with whatever advantage the HR block employee can find applies to you). Maybe also not having the stress of having to learn how to do your taxes. (WTF is an AMT?)
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