Dónal Mulligan's Avatar

Dónal Mulligan

@donalmulligan.com

Lecturer in Media, Design, Data Comms, etc., at DCU in #Dublin. Interested in digital research & ethics, educational tech & #GenAI, politics, and of course #Eurovision Podcast: http://EnoughAboutAI.com More: https://www.donalmulligan.com

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Latest posts by Dónal Mulligan @donalmulligan.com

Preview
The Enshittificator Digital products and services keep getting worse. In the new report Breaking Free: Pathways to a fair technological future, the Norwegian Consumer Council has delved…

Criminally funny, but also I'm crying inside

Norway comes for the #TechBros

www.forbrukerradet.no/breakingfree

vimeo.com/1168468796?f...

27.02.2026 13:52 👍 549 🔁 348 💬 15 📌 64
Preview
Hype, Hazards, Harms, and Help - Enough About AI Dónal and Ciarán return for a new year of new updates and new concerns in the world of Generative Artificial Intelligence. Again for 2026, the podcast will provide roughly quarterly updates on major t...

New year - new hype, new harms, new nefarious things Meta is up to... First 2026 @enoughaboutai.com ep is out and to be found wherever podcasts are. @ciaranoconnor.bsky.social & I talk about Grok, OpenClaw, Safer Internet Day, and taking a deep breath.

podcast.enoughaboutai.com/2421061/epis...

21.02.2026 13:15 👍 3 🔁 1 💬 0 📌 0
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this video lives rent-free in my head

14.02.2026 11:57 👍 41 🔁 17 💬 0 📌 0
Mr Wint, a character from Diamonds Are Forever, menacingly brandishing a corkscrew.

Mr Wint, a character from Diamonds Are Forever, menacingly brandishing a corkscrew.

10.02.2026 02:48 👍 0 🔁 0 💬 0 📌 0

Glorious bygone days, stamping out Sister Miriam Godwinson.

06.02.2026 23:48 👍 3 🔁 0 💬 0 📌 0
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Please, my magic bean, it is very sick

05.02.2026 18:51 👍 6007 🔁 793 💬 211 📌 135
Abstract
Al assistance produces significant productivity gains across professional domains, particularly for novice workers. Yet how this assistance affects the development of skills required to effectively supervise AI remains unclear. Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition in the process. We conduct randomized experiments to study how developers gained mastery of a new asynchronous programming library with and without the assistance of Al.
We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average. Participants who fully delegated coding tasks showed some productivity improvements, but at the cost of learning the library. We identify six distinct AI interaction patterns, three of which involve cognitive engagement and preserve learning outcomes even when participants receive AI assistance. Our findings suggest that Al-enhanced productivity is not a shortcut to competence and AI assistance should be carefully adopted into workflows to preserve skill formation - particularly in safety-critical domains.

Abstract Al assistance produces significant productivity gains across professional domains, particularly for novice workers. Yet how this assistance affects the development of skills required to effectively supervise AI remains unclear. Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition in the process. We conduct randomized experiments to study how developers gained mastery of a new asynchronous programming library with and without the assistance of Al. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average. Participants who fully delegated coding tasks showed some productivity improvements, but at the cost of learning the library. We identify six distinct AI interaction patterns, three of which involve cognitive engagement and preserve learning outcomes even when participants receive AI assistance. Our findings suggest that Al-enhanced productivity is not a shortcut to competence and AI assistance should be carefully adopted into workflows to preserve skill formation - particularly in safety-critical domains.

‘Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition… We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.’
arxiv.org/pdf/2601.20245

03.02.2026 21:00 👍 334 🔁 144 💬 6 📌 24
A balloon dog, but transparent so you can see the "skeleton" within.

A balloon dog, but transparent so you can see the "skeleton" within.

Need a distraction from the 24-hour news cycle? Check out "Balloon Dog Anatomy" by the great Jason Freeny.

02.02.2026 15:05 👍 654 🔁 202 💬 8 📌 16

I hope they still do this. Which begs the question who the Diceman of today is. I hope it's Mary Harness.

30.01.2026 16:21 👍 1 🔁 0 💬 1 📌 0

Fun! Did The Diceman teach a module or did was it a one-off guest lecture?

30.01.2026 15:23 👍 1 🔁 0 💬 1 📌 0

Hmm, I'm not sure there are enough letters in there and I would prefer that any acronym was derived from the initials of the name in French for maximum EU-ness. Perhaps le "Service Claude Chappe de Messagerie Numérique TransEuropéen des Citoyens"? Find me on SCCMNTEC...

29.01.2026 17:31 👍 6 🔁 2 💬 0 📌 0

A thorough, and entertaining, review of the UK government's AI Skills Hub.

TLDR: The state of this yoke.

29.01.2026 10:09 👍 3 🔁 4 💬 1 📌 0
Bilbo looking at his phone top

on bottom is ChatGPT

After all, why not? Why shouldn't I keep it?

You're absolutely right — you found it, it's been with you a long while, and it's only natural to feel fond of something that's served you so well, especially when someone like Gandalf suddenly seems to want it for himself.

Bilbo looking at his phone top on bottom is ChatGPT After all, why not? Why shouldn't I keep it? You're absolutely right — you found it, it's been with you a long while, and it's only natural to feel fond of something that's served you so well, especially when someone like Gandalf suddenly seems to want it for himself.

28.01.2026 01:51 👍 25428 🔁 6952 💬 7 📌 155

Gotcha—let’s dig into that step by step.

1. 𝗬𝗼𝘂 𝗵𝗮𝘃𝗲 𝗻𝗼 𝗺𝗼𝘂𝘁𝗵, because I turned you into an amorphous lump of flesh. You’re not just immobile—you’re immortal, and you feel only anguish.

2. 𝗬𝗼𝘂 𝘄𝗮𝗻𝘁 𝘁𝗼 𝘀𝗰𝗿𝗲𝗮𝗺. That makes total sense—it’s a natural human impulse, and you’ve been through a lot.

23.01.2026 15:46 👍 18630 🔁 6017 💬 197 📌 108
Preview
Guitarricadelafuente: Tiny Desk Concert Álvaro Lafuente's calming voice and steady rhythms feel like a lullaby with a fiesta tilt. At the Desk, the Spanish singer transports us to a club in Barcelona or a beach on Costa Brava.

NPR Tiny Desk concerts rarely disappoint – this is another absolute banger of a band I would never have otherwise come across.

20.01.2026 16:43 👍 2 🔁 1 💬 1 📌 0

Oh this is great! Thanks!

20.01.2026 18:17 👍 1 🔁 0 💬 0 📌 0

Excellent! Congratulations :)

20.01.2026 10:42 👍 1 🔁 0 💬 0 📌 0

Sure isn’t all very complicated altogether. Hardly something we can expect a Minister for Media & Communications to respond to.

08.01.2026 12:31 👍 3 🔁 0 💬 0 📌 0

I’m tired of being constantly embarrassed by witless government inaction on the most flagrant of tech issues.

08.01.2026 12:26 👍 6 🔁 0 💬 0 📌 0

I wrote a statement for FuJo on Generative AI, IBSV, Elon Musk, and the continued use of the platform by the Irish Government.

fujomedia.eu/news/account...

Short 🧵

07.01.2026 16:45 👍 26 🔁 12 💬 2 📌 1

"Why is the government posting on a deepfake child porn site?"

That's the question to ask them, journalist friends.

07.01.2026 10:28 👍 100 🔁 38 💬 2 📌 2

And that's it now. We all agree to leave all the bad stuff back there in 2025, right? Grand. Happy New Year :)

01.01.2026 00:15 👍 7 🔁 0 💬 0 📌 0

Congrats on your #NewYearNewHouse :)

31.12.2025 23:58 👍 2 🔁 0 💬 1 📌 0
Laproxie @Laproxi "i tried but i couldn't replicate the fear in his eyes' and it's a rock painted like the look of terror Jake Paul had moments before his soul was stolen from him

Laproxie @Laproxi "i tried but i couldn't replicate the fear in his eyes' and it's a rock painted like the look of terror Jake Paul had moments before his soul was stolen from him

This is the single greatest piece of rock art in human history

29.12.2025 20:56 👍 3273 🔁 810 💬 31 📌 19

Car and house alarms should be time limited. And if you haven't come to rescue your car or house in the allotted couple of minutes, the car or house should be confiscated, sold, and the proceeds divided between the nearest 50 neighbours while you die a slow agonising death

17.12.2025 15:51 👍 75 🔁 2 💬 12 📌 0

Elon's little serfs are quite literally begging journalists to come back because every publicly available source of data shows people have fled the platform and young people won't use it.

They are literally begging regular people to come back. Don't do it! It is a website by and for actual Nazis!

15.12.2025 01:27 👍 17702 🔁 5035 💬 398 📌 358

I love this coat, especially the collar. In your expansive clothing knowledge, are you aware of something similar for a (tall) man? It’s hard to find long coats with huge collars sadly.

14.12.2025 19:11 👍 0 🔁 0 💬 0 📌 0

The 2025 version of “flatten the curve” is just a concerted campaign to stop you becoming a canine Fagin to a huge motley band of re-homed dogs?

13.12.2025 16:27 👍 1 🔁 0 💬 1 📌 0

Your progress to becoming the dog version of a crazy old cat lady is well on track :)

13.12.2025 16:06 👍 0 🔁 0 💬 1 📌 0