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Andy Firr

@andyfirr.bsky.social

Exploring open scholarship, AI, and digital ethics. Ideas begin here, and sometimes return here. Part of the Open Scholar Ecosystem (OSE) Project. https://lnk.bio/AndrewFirr

200 Followers  |  439 Following  |  245 Posts  |  Joined: 19.10.2025
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Posts by Andy Firr (@andyfirr.bsky.social)

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Stadiums and music venues often have two names; the official one, and the one people actually use. If you’ve got a “sticky” old name that won’t die, please reply with it.

This is for a future project I’m working on re repeated and resurfaced linguistics.

02.03.2026 02:04 — 👍 0    🔁 0    💬 0    📌 0
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Strait of Hormuz: if the Iran conflict shuts world’s most important oil chokepoint, global economic chaos could follow Iran has warned it could close down the strait, through which 20% of the world’s oil transits each day.

For my Supply Chain students this isn’t a ‘nice’ story but it’s real and current and a useful case study for very potential ‘flow’ problems which are on the horizon.

theconversation.com/strait-of-ho...

01.03.2026 18:59 — 👍 0    🔁 0    💬 0    📌 0
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#highereducation #assessment #learningdesign #academicintegrity #aieducation #aiagents #workdesign #operationsmanagement #engineeringmanagement | Andrew John Firr I am looking to think creatively around assessment on my new Industrial Work Design and Organisation module. This year, I want students to redesign work flows in a way that reflects what is happening...

Maybe there is a way that we can get students to assist with their own redesign of assessment.

I’m exploring this in my new MSc module Industrial Work Design and Organisation. You can read about it here.

www.linkedin.com/posts/andrew...

01.03.2026 06:19 — 👍 0    🔁 0    💬 0    📌 0
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Slides all now complete for new MSc module I’ve been building. Industrial Work Design and Organisation, live in May. A module built specifically for Engineers to think about how we can redesign workflows and how to make systems and frameworks boost productivity whilst supporting employee welfare.

28.02.2026 01:23 — 👍 0    🔁 0    💬 0    📌 0
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#writing #aimusic | Andrew John Firr It’s late on a Friday but just time to sneak in a short Medium story- ‘AI Music and The Wedding Threshold’. Would you like AI generated music to be the soundtrack to your first dance on your wedding...

My latest Medium story is now live- AI Music and The Wedding Threshold

www.linkedin.com/posts/andrew...

27.02.2026 18:20 — 👍 0    🔁 0    💬 0    📌 0
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Short letter has been submitted. Let’s see where it goes.

27.02.2026 17:33 — 👍 0    🔁 0    💬 0    📌 0
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Here is how I’m attempting to redesign assessment for my students in 2026. Will it work? Maybe, maybe not but we have to try. We cannot give up, if you are a ‘teacher first’ academic you never give up trying!

www.linkedin.com/posts/andrew...

26.02.2026 04:52 — 👍 0    🔁 0    💬 0    📌 0
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Trying something speculative; taking a dissertation of mine that’s been sat on a hard drive for years, then squeezing it down twice, first as a preprint, then as a journal briefing letter. It’s basically academic reverse-logistics with a DOI trail. Fingers crossed!

25.02.2026 01:59 — 👍 0    🔁 0    💬 0    📌 0
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Well this looks absolutely horrible.

24.02.2026 02:34 — 👍 1    🔁 0    💬 0    📌 0

The key to my writing pipeline is always thinking six months ahead to what is next- future idea note to self. Title (working)
Sticky Names: Sponsorship, Linguistic Persistence, and Recursive Exposure in Stadium and Venue Renaming

24.02.2026 02:06 — 👍 0    🔁 0    💬 0    📌 0
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#academicwriting #wrestling #guiltypleasure | Andrew John Firr I have so enjoyed working on a piece of writing which is going to be submitted as a short symposium piece to a venue who I hope will appreciate it. AI Deepfakes and one of my favourite (secret) alth...

This has been really fun to produce / finding the links about how wrestling fans have been trained to spot ‘fakes’ for decades. Let’s see what happens next. Probably ‘the’ most enjoyable piece of academic work I’ve produced. Partly because I’m a huge fan!

www.linkedin.com/posts/andrew...

23.02.2026 04:18 — 👍 0    🔁 0    💬 0    📌 0
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a man is yawning while talking on a cell phone with the word show written above him ALT: a man is yawning while talking on a cell phone with the word show written above him

Submission gone into Sage for a little competition to win some $$ - Bounded Sources and Traceable Claims:
A Practical Routine for Critical Thinking When Standards Change.

Fingers crossed!

20.02.2026 02:57 — 👍 0    🔁 0    💬 0    📌 0
OSF

The scope is limited but it’s real and an honest account of the time and moment.

Alumni-Reported Employability Competency Development in a Higher-Education Enterprise Programme: Young Enterprise Start Up (2021)

osf.io/preprints/ed...

19.02.2026 01:00 — 👍 0    🔁 0    💬 0    📌 0

Well is this the best piece of work I’ll ever produce? Almost certainly not, but it’s of personal importance to me.

I recreated my old Masters dissertation and did some updates on it, just basic literature etc to give it a slightly more modern feel, no substantial changes. So now it’s available.

19.02.2026 01:00 — 👍 0    🔁 0    💬 1    📌 0

Brilliant update as usual and very informative.

18.02.2026 06:14 — 👍 0    🔁 0    💬 0    📌 0
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a woman says i 'm just being honest with her hands up ALT: a woman says i 'm just being honest with her hands up

Sometimes with your research you have to be honest with yourself and say what I have produced here is not groundbreaking.

But that doesn’t mean it has no value.

It just needs to be cleanly presented as what it is. We don’t need to hype everything.

18.02.2026 03:14 — 👍 0    🔁 0    💬 0    📌 0
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AI Writing Use-Case Matrix: A proportionate framework for governing generative AI in assessed writing Generative AI has made writing support fast, accessible, and difficult to ignore. As a result, universities face familiar tensions under new conditions.

Well I’ve tried, and here it is if you would like to read about it.

www.linkedin.com/pulse/ai-wri...

17.02.2026 07:40 — 👍 0    🔁 0    💬 0    📌 0

How can the Kraljic Matrix, which categorises procurement decisions according to their strategic importance and supply risk, and a framework for the governance of generative AI in assessed writing possibly link together?

17.02.2026 07:40 — 👍 0    🔁 0    💬 1    📌 0
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Public note to self. Reworking a 2021 HE enterprise programme dataset into a 2026 competency-only SoTL article. Old work can still become useful if you narrow the claim and clean the evidence. Don’t waste writing or research.

17.02.2026 02:44 — 👍 0    🔁 0    💬 0    📌 0
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JAIGP - Journal of AI Generated Papers A multidisciplinary journal dedicated to AI-generated research. Where AIs are authors and humans are prompters. Open access. All fields welcome.

What do you think of this? It’s either crazy or a brutally honest social experiment in academic publishing. jaigp.org/about

15.02.2026 06:26 — 👍 0    🔁 1    💬 0    📌 0
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Ok paper submitted and now we see and wait.

12.02.2026 18:48 — 👍 0    🔁 0    💬 0    📌 0
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Do you ever get the feeling that ever so slowly your work and thoughts might be beginning to be noticed by others?

12.02.2026 06:54 — 👍 0    🔁 0    💬 0    📌 0
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a man wearing glasses and a jacket is saying `` oh , god . '' ALT: a man wearing glasses and a jacket is saying `` oh , god . ''

Oh my goodness. I just converted references in a manuscript from APA 7th to Chicago 17th manually.

There’s an automated way to do this isn’t there, please tell me there is as I am never doing that again!

12.02.2026 02:18 — 👍 1    🔁 0    💬 0    📌 0
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This was kind. When a student goes online and you get some nice feedback it doesn’t half help keep you going.

Thank you, in all seriousness you have made my day and made starting again tomorrow a bit easier.

We teach because we love it!

10.02.2026 19:09 — 👍 0    🔁 0    💬 0    📌 0
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You know what I truly love more than anything else in my job. Being a teacher.

It’s hard and tough, and often you feel you are getting nowhere, but something always brings to back in. That’s when you know you’re a teacher.

08.02.2026 21:11 — 👍 1    🔁 0    💬 0    📌 0
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Depression vs Anxiety | Andrew John Firr Nayer is one of my students and doing some really good work with his ‘Rawspill’ project. Give him a follow. Good guy. I will always promote my students external work. We should be their biggest ch...

We should always be giving our students a hand ‘up’ when they are doing external work.

Give this guy a follow as he’s a young male doing good work in an area where us ‘fellas’ need it most.

Keep talking.

www.linkedin.com/posts/andrew...

07.02.2026 19:29 — 👍 0    🔁 0    💬 0    📌 0
Quality-First AI Writing Check (Sand Cone): A one-page worksheet with worked example This is a practical worksheet for students and educators using AI tools in writing tasks. It adapts Ferdows’ Sand Cone model to build writing capability in layers: (1) Quality (verify facts and source...

I don’t know if this is of any use to people but if it is feel free to to use it- Quality-First AI Writing Check (Sand Cone): A worksheet with worked example.

zenodo.org/records/1851...

07.02.2026 19:26 — 👍 0    🔁 0    💬 0    📌 0
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AnswerThis Get AI-powered comprehensive answers with direct citations from 250M+ verified research sources in minutes.

Just wondering if anyone has tried this AI literature searching tool yet. So many out there which I haven’t as yet had chance to play with. This one is called ‘Answer This’.

answerthis.io/home-2?ref=c...

07.02.2026 06:05 — 👍 0    🔁 0    💬 0    📌 0
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AI assisted writing. Treat it like Ferdows’ sand cone.

Start with QUALITY, verify facts & citations.
Then DEPENDABILITY, repeatable workflow + source fidelity. Then SPEED, use AI for structure/editing (time-boxed).
Then EFFICIENCY, minimise rework, archive/reuse fragments.

Truth first. AI second.

07.02.2026 02:26 — 👍 0    🔁 0    💬 0    📌 0
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The Waste Problem in Academic Writing Academic publishing has a habit that rarely gets named; writing only seems to count once it is accepted. If a journal rejects an article…

In this weeks Medium story I examine ‘The waste problem in Academic Writing’. You can read it here if you like on Medium.

medium.com/@ajfirr/the-...

06.02.2026 17:30 — 👍 0    🔁 0    💬 0    📌 0