I do not recall the details! But I did watch as the damn AI did repeat wall clock and sample tests to see where the time was going and try 2-4 different approaches and clocked each one in detail. I felt embarrassed because I *could* do all that and certainly had done it in the past - but it would have taken me a *long* time to set up each tests and analyze the results and try over and over and track the results for each.
As you imply - none of this is particularly tricky - it's mostly just labor intensive and time consuming. And those are both things that AI has no trouble with.

Are those conversations and results kept in an extending prompt? How far back can your bot typically recall? Does the company charge for extra prompt (history) size?

Related - when I tell an agent to optimize for performance - especially if the request is well targeted - it does an *amazing* job. Doing performance work is so well defined and described that it can follow the patterns and do all the checks and get it really right. To do a good job it's really repetitive and there are often a lot of angles to check and .. it just does it really well.

> Explain to the AI what it got wrong and have it fix it. You could fix it yourself but that will just confuse the AI.

Please elaborate. Confuse for what purpose or context?

If you need to cancel your model subscription for some reason, does all the bot's knowledge of your shop's practices and patterns go away?

If that's a problem, then in-house or fully open-source models may be safer even if not as good initially.

"Back in my day bots draw 8 fingers per hand, you spoiled whipper-snappers have it down to 6!"

It's not either/or though - if you're generating more than you're using, then you can redirect that back into the battery (or sell it back to the grid). I have limited winter experience at the moment, but the battery is fully topped up during the day while still powering the house from solar. That said, the darker nights/evenings right now means you kick into battery power earlier, so for me for example at roughly the same lattitude as London, the battery is drained by about 9pm.

It's interesting to watch and fun too if you're in to that kind of thing. Which, quite clearly, I am.

Now MAGAs will have to troll the old-fashioned way: type Fox talking points into social media.

Are you talking as a language per programming productivity, or per security?

Don flips faster than his hair in the wind.

not very bright, but patient and determined, happily manipulating humans to get its way.

That's increasingly true here too (UK). I'm on an EV-focused tariff which guarantees me up to 6 hours cheap EV charging per day, and in addition there are lower, cheaper overnight rates for the electricity.

What's been noticeable recently is that these periods are now tending to be different. I've been driving EVs for eight years and on roughly the same tariff (the 6 hour cap is new), and usually the "cheap EV charging" and "overnight low rates" coincided. Now however, I've noticed that if I plug in the EV during the day it pretty much starts charging instantly and you're right - I could say that's 100% around lunchtime. My usage means I can't really take advantage of that much since I commute in the day and plug in in the evenings, but it's still a noticeable pattern for the days that I am either working from home or its a weekend.

Completely agree, however this should just be rolled into the "how much does a data centre cost?" bill. Add the solar, add the necessary battery storage...that's your cost. Not "we'll build it without anything and hope everyone else will give the power instead".

It's not, but that's where home batteries come in. I'm a new'ish convert to solar, having had it installed in March and so this will be my first winter with it. I also installed a 12kWh battery to go along side it. The combination pretty much takes care of all my daytime home usage, although it does not take care of my full usage since I also have an EV.

I charge the EV overnight, plus top of the battery on cheap overnight rates. Result is barely any daytime usage for me. How that translates to a 24 hour data centre of course is a question in its own right, would they start affecting the overnight rates? Hmm.