I too daytrade sticks of RAM.

That introduces dependency of a clock which might be undesirable, just had a similar problem where i also went for hardcoding for that reason.

There's already a clock dependency. The test fails because of that.

Arguably you should have a fixed start date for any given test, but time is quite hard to abstract out like that (there's enough time APIs you'd want OS support, but linux for example doesn't support clock namespaces for the realtime clock, only a few monotonic clocks)

Interesting thought, I looked it up out of curiosity and fund 155w max (but realistically more like 80w sustained) for the mac under load, and just around 20watts for the brain, surprisingly almost constant whether “under load” or not.

> 155w max (but realistically more like 80w sustained)

155W PSU seems to be unified with M4 Pro model, plus there's reserve for peripherals (~55W for 5 USB/Thunderbolt ports).

Apple lists 65W for base M4 Mac itself: https://support.apple.com/en-am/103253

Notebookcheck found same number: https://www.notebookcheck.net/Apple-Mac-Mini-M4-review-Small...

I clocked my M4 at 108 Watts while running inference using Qwen3.6-35b-a3b via Al dente.

I think it’s difficult to draw a bike exactly because you remember how it works rather than how it looks, so you worry about placing all the functional parts and get the overall composition wrong. Similar to drawing faces, without training, people will consistently dedicate too much area to the lower part of the face and draw some kind of neanderthal with no forehead.

I think Google has turned to garbage and especially for product reviews there is a flood of affiliate marketing grifters in every category. It takes effort and sometimes payment to find good reviews these days.

And with SUVs, great combination.

AI just means software at this point.

This is a excellent article for anyone looking for some more in-depth analysis of tabulation based hashing methods: https://arxiv.org/abs/1505.01523

I think the app.cs approach is mainly for single file apps/scripts. While this is small there are two projects and several files so a solution + project files seems totally standard.