I'm not sure I trust this. A quick search finds a Psychology Today article about it along with a single reference. I lazily suspect the result is based on some type of questionnaire.
The way "chain of thought" is used in LLMs to improve reasoning demonstrates, to me at least, the value of capturing intermediate steps in some rich compressed structure. Nothing beats that than words and sentences (see them or hear them). A lot of ideas can't be captured with just photos alone imho.
I was looking forward to seeing 12 neatly stacked & boxed vacuum cleaners in a dimly lit corner of your shed ;-)
That said, thanks for sharing the emails/headers.
It's curious that Amazon hasn't flagged you for purchasing & reviewing multiple similar items in such a short span of time. I would imagine it would be quite easy to spot someone who's bought and reviewed 12 vacuum cleaners in a 2 or 3 year window.
I'm struggling to believe you have a dozen new vacuum cleaners in your shed. It's quite an extraordinary claim. Are you willing to share some evidence?
I feel I'm in the same boat. For several months I've been thinking my GPU was on its way out (it's a pretty old 2080 now). My desktop freezes randomly. I can log into it remotely but all the usb devices stop working and the screen goes blank. l took a good look at the logs and noticed a bunch of pageflip timeouts followed by usb disconnections. I later discovered the Nvidia forums seem to have many recent complaints (with similar logs) especially around their latest drivers and Plasma + Wayland compatibility.
In a, thankfully past, role working remotely for an antipodal organisation with badly configured networking; often, the lag between typing several characters on the keyboard and those characters appearing on my screen could be measured in seconds! Vi key bindings were a godsend as I could send commands (eg global search & edit etc) and be confident they were being applied before recieving a (delayed) visual update. I feel my experience seems to echo (albeit slightly) that of Bill Joy's vi development on a 300 baud modem!
Yes I think I heard pypi started exposing dependency info so it makes sense to use that where possible.
The dependency resolution computation is an interesting problem. I think poetry at some point switched to mypyc for compilation (although I can't find conclusive evidence for it now). From my experience, mypyc doesn't really improve performance much compared to say writing a c/c++ extension. Perhaps offloading dependency resolution in poetry to a native c library is a way to match uv.
Interesting - thanks. I use virtual environments and each has its own python version tied to it. Not sure if pyenv is useful to me but who knows perhaps one day. Good to know uv supports pyenv.
I feel for me, at least one nice thing about poetry over uv is, that if I have an issue or feature extension, I can just write my own plugin in pure Python. With uv, I'd need to learn Rust in addition to python/c/c++/etc.
I wonder what it would take to get poetry on par with uv for those who are already switching to it? Poetry is definitely very slow downloading multiple versions of packages to determine dependencies (not sure how uv works around this?). Does uv have a better dependency checker algorithm?
The person I replied to had apparently already done that work. That's why I asked the question. I haven't made any judgements on which studies were relevant / irrelevant.
I put the article through an SEO external link extractor and I saw many more external links to various studies from various organisations. Why are the other studies irrelevant?