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Kelcy Brunner

@kelcyno.bsky.social

Lightning-ish scientist-ish, runner-ish, plant parent, TBD-ish.

45 Followers  |  33 Following  |  46 Posts  |  Joined: 02.10.2023  |  1.8303

Latest posts by kelcyno.bsky.social on Bluesky


a table labeled "How common is your problem, how helpful is the response?"  

There are three columns labeled common, rare, and novel and two rows labeled Actual Human Expert and LLM. 

Common problem, human expert: helpful
Rare problem, human expert: more helpful
Novel problem, human expert: most helpful
Common problem, LLM: helpful
Rare problem, LLM: unhelpful
Novel problem, LLM: harmful

a table labeled "How common is your problem, how helpful is the response?" There are three columns labeled common, rare, and novel and two rows labeled Actual Human Expert and LLM. Common problem, human expert: helpful Rare problem, human expert: more helpful Novel problem, human expert: most helpful Common problem, LLM: helpful Rare problem, LLM: unhelpful Novel problem, LLM: harmful

i feel compelled to remind everyone that chatgpt/LLMs are functionally the *opposite* of an actual expert.

the more your problems are unusual or novel, the more likely LLMS are to be wrong. they are least helpful when it's most important

19.03.2025 15:14 β€” πŸ‘ 973    πŸ” 333    πŸ’¬ 21    πŸ“Œ 39

A 3hr class is a new level of self loathing for hearing your own voice.

03.02.2026 16:58 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

To think this is some people's preferred method of making coffee.

27.01.2026 02:23 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Over/under on being able to wear a pair of skis in lubbock this weekend.

21.01.2026 14:42 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

Oh, your resolution was MORE stress.

14.01.2026 14:26 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

OUT: Helping you pay for health care.

IN: Helping oil companies pay for their infrastructure in a foreign country.

06.01.2026 00:14 β€” πŸ‘ 5809    πŸ” 2312    πŸ’¬ 370    πŸ“Œ 120
Job announcement for Texas Tech University flood monitoring and modeling system

Job announcement for Texas Tech University flood monitoring and modeling system

🚨 METEOROLOGICAL JOB ANNOUNCEMENT 🚨

In response to the deadly flooding event that occurred in the Texas Hill Country this past summer, TTU has received $24M from the state legislature to develop and implement a weather measurement and modeling system to serve the state.

19.12.2025 16:18 β€” πŸ‘ 7    πŸ” 9    πŸ’¬ 0    πŸ“Œ 0

Gone are the days of waking up early to run before a conference talk, staying out until midnight with FOMO after the last talk. Glad for conferences that fill my science cup, but also glad to be going home to a squishy baby who thinks mom is an android in the baby monitor waking her up.

18.12.2025 17:21 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Texas Tech Geosciences is hiring two open-rank Atmospheric Science faculty positions in Precipitation Hazards, and in Data Science; part of an interdisciplinary, multi-year Atmospheric Hazards Strategic Hire. See the details for the Precipitation and Data Science positions and join us in fall 2026!

24.10.2025 15:42 β€” πŸ‘ 10    πŸ” 17    πŸ’¬ 0    πŸ“Œ 1

"not casserole"

17.10.2025 16:41 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Can I be in this family that reunites with this cake?

11.10.2025 01:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Candy review: nerd gummy clusters are good on a long run, but they're so small you have to eat a LOT to replace 'normal' running fuel and that's almost not worth the hassle. Do they make large nerd gummy clusters that hit somewhere between the halloween size and a rope?

15.09.2025 15:23 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

For the first time in all of my 18 years living out of my parents' house, I will have a sibling live within 15 minutes of my house (!!!).

11.08.2025 14:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

My brother came to the sibling wedding this last weekend with a full mullet and i've never been more proud of how committed he was to the bit. His whole outfit was the mullet theme: pearl snap western shirt, almost bolo tie, just chef's kiss.

06.08.2025 17:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

Hi All - We are convening a session at AGU this December, please share with your groups and consider submitting to our session! @ltgbug.bsky.social #lightning #AGU2025

17.07.2025 15:22 β€” πŸ‘ 3    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

2025 Will be a marathon year - Daniel and I both signed up with the same time goal πŸ˜‚

16.06.2025 14:01 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

If you haven't considered a bakery, did you even do a PhD?

04.06.2025 04:46 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

our songs are "soft kitty" from big bang theory, the axolotl song, and "I'm so blue" from veggie tales. Nursery rhymes of this generation will be so weird.

03.06.2025 02:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I didn't realize how canon it was to email your professor as soon as grades are submitted to ask for extra credit.

14.05.2025 16:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

not saying anyone should, but I bet you could convince Trump to re-open Alcatraz in under 20 minutes

24.01.2025 08:15 β€” πŸ‘ 3264    πŸ” 584    πŸ’¬ 120    πŸ“Œ 269

To be very unclear, you definitely know part A.

04.05.2025 03:23 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

After a weirdly hostile meeting (weird because I thought that was like...unprofessional and didn't happen these days), my students made my day with their weather observation assignment on yesterday's landspout and lightning. They're finally seeing all the things we talk about in class.

02.05.2025 02:45 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Today I share my 5-year PhD Defense-aversary with my child's 1st birthday. She did try to steal my thunder, but there's enough lightning puns to go around.

10.04.2025 16:35 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I'm feeling especially nostalgic this time of year - one year ago we were driving to the eclipse and was about to eject our 3rd family member.

07.04.2025 15:58 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It's like if a skew-T graph was trying to draw a tumbleweed.

25.03.2025 22:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image 05.03.2025 00:32 β€” πŸ‘ 85    πŸ” 33    πŸ’¬ 1    πŸ“Œ 1

While I can't shop for a house based solely on holes in our slow antenna network, I can and did ask for upgraded grounding in the repair amendment. I'd like to think our realtor passed on the fact that I work in lightning physics, but in reality the seller likely wanted to give a quick yes.

05.03.2025 02:32 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

We love to hate it.

20.02.2025 03:54 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Maybe I wasn’t clear about this. I wanted more egg and no plane crash, not many plane crash and no egg.

17.02.2025 23:28 β€” πŸ‘ 57615    πŸ” 7441    πŸ’¬ 574    πŸ“Œ 195

tom hanks is short for thomas the hank engine

18.02.2025 00:37 β€” πŸ‘ 90    πŸ” 11    πŸ’¬ 2    πŸ“Œ 0

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