This is awesome. Adopted it in my personal pi-mono repo :)

It had some bugs around whitespace replacements but the model seems happy with it now.

Thanks and keep it up! Shoutout to @jahala for tilth as well.

Hey Rohan, congratulations on the publication.

I was trying to feed it an assembly drawing as an example, and the research preview on Hugging Face did not generate any results resembling the drawing. Could you give some advice on what is a good input?

Thanks!

One example of a drawing is https://www.mouser.com/datasheet/2/418/1377-CrimpTool-121032..., I also tried cropping out parts of the drawing to no avail

Hi,

SGS-1 does not yet support full assembly generation via image. If you can get an image of an individual part then it would work. Please take a look at the example images in the research preview to see what types of images are supported.

One recent example is a new rule to allow modernization of light sport aircraft: https://www.faa.gov/newsroom/us-transportation-secretary-sea...

MOSAIC wouldn't really have the kind of impact that calls for something called System-Wide Safety Project.

Very interesting. https://en.m.wikipedia.org/wiki/Sinclair_C5 hosts a comprehensive article on Sinclair's tricycle and its other vehicles.

Congrats, team!!!

Any mission-aligned partners you can talk about? States perhaps?

Love that website. Another great resource for engineering your way around sound is http://www.sengpielaudio.com/calculator-ak-ohm.htm

Hearing ability overall doesn't decrease with age per se. Hearing aids are common, but not in the 30 plus population. Our hearing does evolve in the ultra high frequency range, at 12kHz and above, but I'd argue that's not a very useful part of our range anyway, unlike the octaves our human voice ranges in. I'd say hearing and especially listening gets better with age, so investing in better acoustics is always a great experience.

> Hearing ability overall doesn't decrease with age per se.

The established literature begs to differ.

> Our hearing does evolve in the ultra high frequency range, at 12kHz and above, but I'd argue that's not a very useful part of our range anyway, unlike the octaves our human voice ranges in.

If only it were all that simple. For starters, 12KHz isn't 'ultra high', and past 50 8 KHz should still be doable but sensitivity is what matters it this is a gradual process, not a hard cut-off from one day to the next. As you age the various components of your hearing mechanism stiffen, dry out and calcify making it harder to hear tones that you could hear easily before. So the ability to perceive an 'x' frequency may never go away but your ability to detect frequency 'x' at loudness level 'y' definitely does change.

Human voices have overtones just as instruments do, and those help in determining timbre and may help to recognize words and particular speakers (as in: people speaking, not the electromagnetic devices).

> I'd say hearing and especially listening gets better with age

The first is definitely not supported by data, in fact the data all points the other way: reduced sensitivity over time, especially in the highs.

As for listening: listening is an art and like any art you can get better at it over time but without good input it gets harder even if you get better.

> so investing in better acoustics is always a great experience.

Up to a point. And that point lies well below where audiophilia begins.

You can remap modifier keys now. I've changed caps lock to escape. Settings - General - Keyboard - Hardware Keyboard