One of the Counter examples is incorrect, tested on both 3.13 and 3.15.0a

  >>> from collections import Counter 
  >>> c = Counter(a=3, b=1)  
  >>> d = Counter(a=1, b=2)   
  >>> c-d  
  Counter({'a': 2})

I noticed that as well. Per the docs:

  Several mathematical operations are provided for combining Counter objects to produce multisets (counters that have counts greater than zero). Addition and subtraction combine counters by adding or subtracting the counts of corresponding elements. Intersection and union return the minimum and maximum of corresponding counts. Equality and inclusion compare corresponding counts. Each operation can accept inputs with signed counts, but the output will exclude results with counts of zero or less.

Anyway, nice Counter-example ;-)

Looking at the ASR leaderboard (https://huggingface.co/spaces/hf-audio/open_asr_leaderboard), Parakeet (.6B) is still near the top on speed, but about 10th on WER.

Thanks, I don't know how much to trust benchmarks so I figured I'd ask.

Standing in that hole without shoring... no thanks. Impressive project nonetheless though

Well, I didn't know there Flock cameras in use near me, but apparently I'm nearly surrounded and would have to take a weird route to avoid them. Some are marked as being operated by the local PD, and others are "Unknown". Thanks for the link

Calvin and Hobbes was the only comic I ever truly loved and collected. All of the books are well-worn from my childhood. They sat on a shelf for a couple of decades, and now I get to enjoy watching my kids fall in love with them too.

I don’t think I fully appreciated the range of humor and topics Bill Watterson explored when I was young. Plenty of strips are perfect for my 9 year old; she was in fits of laughter just yesterday at Hobbes’s physical comedy and the elementary school drama with Susie and Mrs Wormwood. But other strips are much more intellectual, touching on politics, life, and morality. I appreciate these more now as well, because they often spark deeper conversations with my kids when they ask me to explain them.

I doubt he’ll ever see it, but thank you, Bill, for giving multiple generations so much laughter.

US. I ride shoulders on semi-rural highways. Sometimes there will be traffic in the opposing lane creating enough noise that I don't hear the vehicles coming from behind. With my Varia, I get warned well before they show up. It has even detected "hidden" vehicles that I couldn't visibly see -- like a small car trailing a truck.

I'd love to hear WHY you want to do this.

I felt the same. I got a few tiles in and then just couldn't figure out what was next. https://cluesbysam.com/help/2025-04-29?state=EDQ%3D. Apparently Tom is Innocent, which I found by trial and error.

You know Rose or Xena is criminal since there's one under Mary. Paula and Will have only one criminal neighbor in common, so it must be Rose or Xena. All other common neighbors must therefore be innocent.

This comment is what made me realize the error of my thinking and allowed me to eventually solve it.

The quality difference I find between Costco and Walmart is significant, even if the price is not that different.

I was thinking of something similar during pruning season for my apple trees a few months ago. I even went so far as to take a scan of one of my trees with Luma and had it generate a 3D render of it. This worked surprisingly well, though it did take several days to get it rendered as it seemed their service was saturated.

My need/idea was to post that some where (r/backyardorchard probably) to get help in determining which limbs to prune. However, there didn't seem to be an easy way to share that sort of thing and time was of the essence, so I just forged ahead on my own.