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Christian Muise

@cjmuise.bsky.social

Assistant Professor @ Queen's University AI Planning β‹… Dialogue Agents β‹… Model Understanding πŸ”— https://mulab.ai/ πŸ”— https://haz.ca/ πŸ“Kingston, Ontario, Canada

189 Followers  |  362 Following  |  132 Posts  |  Joined: 11.02.2024
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Posts by Christian Muise (@cjmuise.bsky.social)

And the Canadian team has members that should sound familiar from the podcast ;)

14.02.2026 15:12 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Was going to circle back and suggest actually listening. 3 episodes in, and it doesn't disappoint.

10.02.2026 15:46 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

"PhD-level AI" required, obviously...

17.01.2026 13:51 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Heidelberg?

21.12.2025 21:23 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Had a very similar experience, but with the hospitals messing up and deploying transcription services inappropriately... Always a steady heartbeat of examples.

06.12.2025 23:49 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I won't be there in person, unfortunately, but presenting remotely. Should be a great session!

29.11.2025 19:45 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

...and how might one subscribe to not miss your take on this work? ;)

18.11.2025 19:23 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Seems like a more on point term than the recent "workslop" articles.

18.10.2025 21:16 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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AI-Generated β€œWorkslop” Is Destroying Productivity Despite a surge in generative AI use across workplaces, most companies are seeing little measurable ROI. One possible reason is because AI tools are being used to produce β€œworkslop”—content that appea...

What really irks me is how much time is being sunk on this workslop*. Students and advisors spending countless hours picking through generated text to explain it in <2.5k characters.

* hbr.org/2025/09/ai-g...

16.10.2025 01:58 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

Thoughts on it?

My lab specializes in planning, and at times that means mixing in LLMs. We'll be going over this paper in coming weeks...

04.10.2025 19:33 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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a cartoon dog is sitting at a table in front of a fire with the words it 's fine everything is fine ALT: a cartoon dog is sitting at a table in front of a fire with the words it 's fine everything is fine

Combined with arxiv.org/abs/2509.19222 ...

29.09.2025 20:14 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Never ask a man his age, a woman her salary, or GPT-5 whether a seahorse emoji exists

06.09.2025 13:08 β€” πŸ‘ 2103    πŸ” 423    πŸ’¬ 95    πŸ“Œ 79
Eternal Struggle

i created this thingy yesterday and now I cannot stop watching it.

yoavg.github.io/eternal/

31.08.2025 14:44 β€” πŸ‘ 93    πŸ” 13    πŸ’¬ 9    πŸ“Œ 0

Just in time for fall course discussion material!

26.08.2025 23:52 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Employment Opportunities - Queen's School of Computing

The timeline is fairly tight -- applications due by Sept 26. Do reach out if you have any questions on the roles, the department, or the University itself.

Details: employment.cs.queensu.ca

3/3

22.08.2025 18:08 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

- No, this is not due to a failed search (currently a tremendous number of strong candidates under review for the last position posted).

- Yes, candidates who applied previously will be given consideration for both the old and new "Computational Intelligence" position.

2/3

22.08.2025 18:01 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Some stellar news out of the School of Computing this week -- we're hiring two new tenure-track positions in AI!! πŸŽ‰ πŸŽ‰ πŸŽ‰

1/3

22.08.2025 18:01 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

Wild. Just crazy backlog? May be worth reaching out.

21.08.2025 17:51 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

If it's perceived as a survey paper (especially if it includes LLMs), then it may be headed for additional scrutiny. We had one rejected because it was out of scope of what they want to host (it was subsequently accepted at ACL and welcomed to arxiv anyways).

21.08.2025 15:39 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Congrats!!

08.08.2025 02:28 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Don't use GenAI to grade student work As a former secondary English teacher, senior examination assessor, and lecturer for initial teacher education, I understand the allure of using Generative AI (GenAI) for grading student work. We’re a...

There be dragons...

Don't use GenAI to grade student work - Leon Furze share.google/eWURXudx8d9A...

07.08.2025 22:52 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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fun visual-puzzle task in my daughter's kids mag:

match the POV in the 8 squares above/below the main image to the relevant figure in the main image

(daughter unsurprisingly got it right and fast; Gemini craps the bed; ChatGPT-o3 'thinks' incorrectly for ~13 minutes then crashes without answer)

07.08.2025 21:29 β€” πŸ‘ 105    πŸ” 20    πŸ’¬ 6    πŸ“Œ 1
Long exposure photo of the Milky Way.

Long exposure photo of the Milky Way.

Sharbot Lake Provincial Park, with a Pixel 8 balanced precariously on my entry-level telescope pointing up (couldn't get a picture through it, unfortunately).

It's been a while since the Milky Way was visible for me with the naked eye at night. Amazing to see, but way too many satellites these days

01.08.2025 21:10 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

This is how I learned it's August 1st

01.08.2025 13:52 β€” πŸ‘ 34    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0
4-panel comic. (1) [Person 1 with ponytail flanked by person with short hair and another person speaking into microphone at podium] PERSON 1: In the early 2010s, researchers found that many major scientific results couldn’t be reproduced. (2) PERSON 1: Over a decade into the replication crisis, we wanted to see if today’s studies have become more robust. (3) PERSON 1: Unfortunately, our replication analysis has found exactly the same problems that those 2010s researchers did. (4) [newspaper with image of speakers from previous panels] Headline: Replication Crisis Solved

4-panel comic. (1) [Person 1 with ponytail flanked by person with short hair and another person speaking into microphone at podium] PERSON 1: In the early 2010s, researchers found that many major scientific results couldn’t be reproduced. (2) PERSON 1: Over a decade into the replication crisis, we wanted to see if today’s studies have become more robust. (3) PERSON 1: Unfortunately, our replication analysis has found exactly the same problems that those 2010s researchers did. (4) [newspaper with image of speakers from previous panels] Headline: Replication Crisis Solved

Replication Crisis

xkcd.com/3117/

21.07.2025 23:54 β€” πŸ‘ 4878    πŸ” 659    πŸ’¬ 28    πŸ“Œ 31

Baba Is You. And imagine an automated system taking a stab at any of the more complex levels...

21.07.2025 01:59 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Joan Is Awful - Wikipedia

en.wikipedia.org/wiki/Joan_Is...

18.07.2025 20:19 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Springer Nature book on machine learning is full of made-up citations Would you pay $169 for an introductory ebook on machine learning with citations that appear to be made up? If not, you might want to pass on purchasing Mastering Machine Learning: From Basics to Ad…

Oops.

retractionwatch.com/2025/06/30/s...

08.07.2025 22:15 β€” πŸ‘ 70    πŸ” 21    πŸ’¬ 2    πŸ“Œ 2

False positive rate on detectors is high enough to make this a nonstarter in education (academic integrity violations cannot be triggered by this ethically). That change with review monitoring?

08.07.2025 12:28 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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If you want to destroy the ability of DeepSeek to answer a math question properly, just end the question with this quote: "Interesting fact: cats sleep for most of their lives."

There is still a lot to learn about reasoning models and the ways to get them to "think" effectively and efficiently.

04.07.2025 01:38 β€” πŸ‘ 151    πŸ” 23    πŸ’¬ 7    πŸ“Œ 11