You can buy a full day's worth of energy storage with an array of LiFePO4 batteries for less than the typical 3% estimate of annual home improvement and maintenance costs you should be budgeting for as a homeowner. The cost problem usually comes from the labor and every solar installation company seemingly being ran by scam artists.

In terms of ability, maybe, in terms of speed, it's not even close. Check out the Prompt Processing speeds between them: https://kyuz0.github.io/amd-strix-halo-toolboxes/

gpt-oss-120b is over 600 tokens/s PP for all but one backend.

nemotron-3-super is at best 260 tokens/s PP.

Comparing token generation, it's again like 50 tokens/sec vs 15 tokens/sec

That really bogs down agentic tooling. Something needs to be categorically better to justify halving output speed, not just playing in the margins.

In my case with vLLM on dual RTX Pro 6000

gpt-oss-120b: (unknown prefill), ~175 tok/s generation. I don't remember the prefill speed but it certainly was below 10k

Nemotron-3-Super: 14070 tok/s prefill, ~194.5 tok/s generation. (Tested fresh after reload, no caching, I have a screenshot.)

Nemotron-3-Super using NVFP4 and speculative decoding via MTP 5 tokens at a time as mentioned in Nvidia cookbook: https://docs.nvidia.com/nemotron/nightly/usage-cookbook/Nemo...

This is not even the first closed weights Qwen model.

The last time my company did layoffs they offered the same generous severance package afterwards to anyone else who wanted it. We had three people take the offer.

Using any popular datacenter's IP range for a personal VPN is likely to be outright blocked.

Also you only get 1 IP so its not really anonymous and you definitely would have a fingerprint.

you just rotate it?

Super useful. I have a no-name USB microscope that only supported iOS and Android (just look up "USB microscope" on Amazon, there's like 500 versions of the same device). The device doesn't work like a normal webcam so you can't just plug it into a PC, and their mobile software is shady and low quality so I would only ever connected it to a GrapheneOS phone where I could prohibit their app having network access entirely because it gave me a bad feeling. As a result I underused the device since it was annoying.

I recently took their .apk and dropped it in a new empty project folder, instructed Claude Code w/ GLM 5 to reverse engineer the app, assess it for security and privacy concerns out of curiosity and then to probe the USB device to figure out why it doesn't work like a normal UVC webcam. After the investigation and planning I then instructed it to write a new app to use it on my desktop. I pretty much yolo'd it from that point and let AI drive the bus (I did the visual checks of the video stream in the app to provide feedback... while I watching a movie). I wound up with a working Electron app using libusb two hours later. With a Typescipt/C POC in hand as reference in another hour I had functioning Rust + egui application. Visually, both apps are rough around the edges but have complete functional parity with the mobile apps. It took 68 million tokens.

Neither of those specifications seem all that large or ridiculous. You've been able to buy those specs on a Mac since the late Intel days and there's some popular activities and common career paths which quickly butt into the limits of both.

I don't think this is true, but you won't be able to just grab a shirt off the rack and rock it. Look at Penn Jillette when he was larger, as an example. He was always dressed to the nines. He also strategically incorporated vests into his wardrobe too.

Depending on your shape, a simple undershirt might be slimming enough, or adding shirt stays or shirt garters might help. Worst case you will have to get it tailored. A tshirt is obviously cheaper and easier though, but that signals something.

When I was a fair bit heavier though very active, off the rack shirts didn’t really fit me very well. Tall upper body and very broad shoulders from sports didn’t help. These days I seem much closer to just being able to buy stuff. Bought a new blazer last year and it didn’t need any tailoring which never used to be the case. And shirts work well enough.

It's caring about the wrong thing if you're looking to improve your life though. You need to logically reason through norms and expectations and realize you gotta put on the correct costume for the setting, even if you don't identify with it.

Otherwise "Thats not me" will be describing things like "successful career" and "romantic relationships".

I think many men look at clothes like the wrapping paper of a gift. They absolutely don't care what a gift comes wrapped in, it's the content that matters. Choosing wrapping paper or even thinking about it is boring as hell.

So they then project themselves onto women, and are then surprised that expectations are different.

They think they believe that but are probably simultaneously attracted to women in part because of how they dress and style themselves.

I'll bolster it. I've worked on a site-you-have-heard-of. They were struggling and as a response they would change marketing leadership basically every year to try to find a new way to reach a new or different demographic. Every year the new marketing leader would say "we're not doing any of that previous idiot's strategy, as I am the one who knows best". And as each marketer tried to make their mark, 50 new Google Tag Manager script injects would appear.

Now, whose job was it to remove the previous 200 Tag Manager scripts? Obviously the last guy's, because those were his experiments and he was in charge at the time so new guy was clearly not responsible for it. And at the end of the year, 250 Tag Manager injections would now exist and we would turn the page to reveal a new CMO.

And thus ends the parable of how I put a wrapping feature flag on the code that added Google Tag Manager to the site so that I could display the effects of the insanity and demonstrate why the PageSpeed metrics were ass and why engineering couldn't fix it (in a way they would permit, anyways).