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The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI | Leaked audio from Accenture says a big source of AI token ‘chewing’ is people just converting PDFs to presentatio…

If you just throw every task at it, I can completely imagine that it'll cost you more than any gain in efficiency. To some degree I think this is true of some coding tasks (not all, most are pretty efficient pattern matches, and that's what it does well).

But using LLMs to build tools and pipelines that stand alone (no AU built into it) and enable human productivity seems like a far higher leverage use.

The programming version is building the libraries and abstractions that are robust and well tested, so that regular developers can quickly build and refine the features.

Or building the reporting dashboard. Or whatever.

The cost is only going to go up, and the companies that lock in some non-AI process improvements before the hike will likely be smiling

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Kelvin is a stay-at-home dad, but many young people believe it's not a man's role

I almost feel the idea of being "emasculated" is a made up mislabeling of a feeling born of something else that's going on in the person's life.

I'm about as a heteronormative male as you'll find, but I can't say (in my adult life) I've ever felt negativity about the role I play in the house, family, etc, and I do a lot of the child raising, house work, etc.

The negative feelings I get are around not being "useful", or appreciated, or given the space to do the things I do to recharge.

To me, the whole point of having kids is to raise them, teach them, hang out with them, help them, enjoy their company, etc. if you just want to go to work to provide for them, I'm not entirely sure having kids was such a good idea. Kids need your love and attention, and they are only here because you brought them here.

Of course, I know some people have no choice, and that is sad. And sometimes you think you want one thing, and it doesn't feel right when you get there. But I'd hope neither of those things should get tied up in gender roles.

Maybe we just need some more openness about these things so we get some good role models, and reassurance we're doing the right thing?

Parenting is the hardest thing I've ever done, and it's very different person to person, family to family, and a far stretch from the fantasy that's shown on TV. Made harder by the way we've structured our societies.

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Anthony Albanese visibly emotional after defending Labor’s capital gains tax and negative gearing changes

It's no surprise that those with money who are being impacted are making as much noise as possible. It really irked me when there was all that startup meme rubbish, mainly because of how misleading and disingenuous it was.

But, I think there is room for improvement. I take the view that two of the main problems Australia has are:

  1. lack of personal financial security because people don't live in their own homes, part of which is the cost of living issues, homelessness, and just general fear which leads to a lot of the right wing opportunism.

  2. Poor business environment, caused by high operating costs (see point 1 - it's the same cause) and poor funding environment. This in turn leads to a lack of sovereign capabilities, meaning we buy foreign services riddled with surveillance (see electric cars, online services, government services contracts, etc).

What we need is housing not to be used for speculation, and high investor returns, and have it used for providing security and shelter to people.

We need that money to now be put into Australian businesses. Specifically new and small businesses, but really, any business that actually does things in the world, employs Australians, and adds to our national capability.

Make a carve out for those businesses (not just startups) so the tax sector incentives building Australia's capabilities, not rent seeking, not speculation, not investing in foreign assets.

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Priming and sealing a painted print

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Thank you for this. I'm actually trying a Rust-Oleum primer for this, so I'll check out their varnish too. And I'll get setup PPE wise.

Regarding the print, this one is a pirate chest to be used as a money box for my son. Other than the hinge there are no really moving parts, but I expect it'll get banged around a bit, hence thinking I need the clear coat at all.

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