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πŸ‘»πŸ’€πŸ§¬MoanPathGuyπŸ§¬πŸ’€πŸ‘» (he/him)

@mopathguy.bsky.social

Molecular Pathologist, Nuclear Family Member, Atomic Fireball. None of this is medical advice. It’s barely cogent. #MedSky #PathSky #MoPath

2,990 Followers  |  1,640 Following  |  619 Posts  |  Joined: 03.07.2023  |  1.8015

Latest posts by mopathguy.bsky.social on Bluesky

Pay attention to me.

Thank you for your attention to this matter.

06.10.2025 18:16 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

When 13.6 million Americans lose their Medicaid and can only go to the emergency room because they have no other options to access healthcare, who’s paying for it? The American taxpayer.

04.10.2025 04:56 β€” πŸ‘ 656    πŸ” 171    πŸ’¬ 30    πŸ“Œ 7

A reverse social media algorithm that warns you what happened to other people who made posts like yours.

03.10.2025 23:42 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

"There, there... shut up, boy."

01.10.2025 20:08 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

People of Illinois, we need your help.

Get your cell phones out – record what you see. Put it on social media. Peacefully ask for badge numbers and identification. Speak up for your neighbors.

We need to let the world know this is happening – and that we won’t stand for it.

30.09.2025 02:47 β€” πŸ‘ 40165    πŸ” 12552    πŸ’¬ 814    πŸ“Œ 449

<in a meeting>
Me: Excuse me, what does the "U" in that chart stand for?
Presenter: The U? Uhhhhhhhhh...

29.09.2025 22:45 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Amazon’s workaround has been to use its LLM models as a kind of translator. It interprets what you say, then hands off the request to deterministic systems β€” APIs, device controllers, or local Matter connections.

The unpredictability of LLMs is a poor fit for smart home control, where reliability and repeatability are crucial.
I’ve found this works most of the time, but if the LLM translates a request incorrectly or there’s a gap in the API, it appears that handoff can fail. I assume that’s why my bathroom fan sometimes turns on as requested and why Alexa sometimes insists on creating a routine but then forgets to finish the job.

Amazon’s workaround has been to use its LLM models as a kind of translator. It interprets what you say, then hands off the request to deterministic systems β€” APIs, device controllers, or local Matter connections. The unpredictability of LLMs is a poor fit for smart home control, where reliability and repeatability are crucial. I’ve found this works most of the time, but if the LLM translates a request incorrectly or there’s a gap in the API, it appears that handoff can fail. I assume that’s why my bathroom fan sometimes turns on as requested and why Alexa sometimes insists on creating a routine but then forgets to finish the job.

The essential failure of LLMs in the smart home - where natural language processing should shine - is the best evidence that LLMs as a technology simply may not be able to do the things they’re promised

www.theverge.com/report/78717...

29.09.2025 16:06 β€” πŸ‘ 732    πŸ” 163    πŸ’¬ 35    πŸ“Œ 28

Interesting to note that the coal industry in the U.S. employs just a tad over 40,000 people, according to the BLS. The same source tells us that 64,000 people work at wineries.

29.09.2025 14:02 β€” πŸ‘ 3259    πŸ” 855    πŸ’¬ 151    πŸ“Œ 49

It’s really remarkable how quickly the Spirit Rosh Hashanah storefronts became Spirit Yom Kippur.

27.09.2025 17:30 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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New Episode!

Talking about the proposed connection between Tylenol and autism.

With @drandrealove.bsky.social & @ryanmarino.bsky.social

iTunes: tinyurl.com/2uhwwzk6
Spotify: tinyurl.com/56peddtw

23.09.2025 15:22 β€” πŸ‘ 91    πŸ” 21    πŸ’¬ 9    πŸ“Œ 8

β€œDr. Rosenbaum, is it your testimony that there must be *trans*cribed RNA in every human cell?”

26.09.2025 18:13 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It’s only a matter of time before some anti-vax, transphobic legislator tries to make hay out of mRNA transcription as a concept.

26.09.2025 18:09 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 1

Are we giving up on this rapture thing? I thought that had promise.

25.09.2025 01:34 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

Share your favorite black and white movie

24.09.2025 20:53 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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I get that the news cycle is packed right now, but I just heard from a colleague at the Smithsonian that this is fully a GIANT SQUID BEING EATEN BY A SPERM WHALE and it’s possibly the first ever confirmed video according to a friend at NOAA

10 YEAR OLD ME IS LOSING HER MIND (a thread 🧡)

24.09.2025 20:30 β€” πŸ‘ 29556    πŸ” 9950    πŸ’¬ 732    πŸ“Œ 1558

You can pick your friends, and you should choose your battles, but you shouldn't battle your friend’s Pikachu.

24.09.2025 20:33 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

β€œI have, thank you for understanding” is an appropriate response

24.09.2025 18:35 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Can't help but notice that the media breathlessly reporting on the messages that shooters write on their bullets seems to have been followed by a surge of shooters writing messages on bullets

24.09.2025 17:51 β€” πŸ‘ 8764    πŸ” 1510    πŸ’¬ 260    πŸ“Œ 63
Preview
Huntington's disease successfully treated for first time One of the most devastating diseases finally has a treatment that could transform lives, tearful doctors tell BBC

β€œAn emotional research team became tearful as they described how data shows the disease was slowed by 75% in patients.”

What an absolutely incredible, joyous achievement for everyone involved. Hurrah for science and scientists! www.bbc.com/news/article...

24.09.2025 11:08 β€” πŸ‘ 2837    πŸ” 917    πŸ’¬ 28    πŸ“Œ 91

So, can I finish watching the Alien show or not?

24.09.2025 00:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
The I'm joining the war on autism meme with Dale Cooper from Twin Peaks giving a thumbs up

The I'm joining the war on autism meme with Dale Cooper from Twin Peaks giving a thumbs up

23.09.2025 01:43 β€” πŸ‘ 3792    πŸ” 937    πŸ’¬ 36    πŸ“Œ 25

Are they gone?

23.09.2025 12:11 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

My most Gen-X complaint is β€œyou all keep forgetting there’s a generation between you”

20.09.2025 05:36 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I can’t tell if I’ve seen this Jason Statham movie before, or I’ve just seen Jason Statham movies before.

20.09.2025 03:35 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

If you give a bully what they want in the hope that they’ll leave you alone, I would very much like to bully you.

19.09.2025 14:29 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Also, being honest when you don’t know something, crediting others’ work and contributions, and apologizing

18.09.2025 16:55 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

My hip hop name would be Ice Knee

18.09.2025 11:46 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

β€œThings are going to get worse before they get better.”

Your response tells you what stage of grief you’re currently in.

15.07.2025 18:21 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1

Always Be Capitulating

18.09.2025 00:55 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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