iiinova — where your digital self keeps evolving

Jan Fransoo @proflog.bsky.social · 05/03/2026

Ja, de lobby was stukken beter dan de business case. Nu maar hopen dat er wat mooi IP overblijft dat elders waarde kan toevoegeb

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Jan Fransoo @proflog.bsky.social · 19/11/2025

6/6 What’s next? * Train newcomers to use AI responsibly. * Automate reviews to reduce expert burden. * Reward experts for mentorship, not just fixes. Full paper: dx.doi.org/10.2139/ssrn... Where do you see this happening in your field? #AI #Workplace #Innovation

dx.doi.org

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Jan Fransoo @proflog.bsky.social · 19/11/2025

5/6 Why it matters: * Experts are a bottleneck. If they’re stuck fixing, innovation slows. * Quality risks: AI can introduce errors that experts must catch. * Burnout: Experts may leave if their role becomes only reviewing.

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Jan Fransoo @proflog.bsky.social · 19/11/2025

4/6 Beyond coding: This risk applies to any role where AI "helps" newcomers: * Customer support: AI drafts replies → seniors edit. * Design: AI generates layouts → experts refine. * Legal/writing: AI drafts docs → seniors verify. More output ≠ better quality.

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Jan Fransoo @proflog.bsky.social · 19/11/2025

3/6 The pattern: * AI lowers the barrier → newcomers contribute more. * But their work needs more fixes, overwhelming experts. * Result: Experts innovate less, review more. This dynamic could reshape any field where AI assists workers.

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Jan Fransoo @proflog.bsky.social · 19/11/2025

2/6 How we show this: * Analyzed 2,755 open-source projects and 1,699 contributors before/after Copilot’s launch. * Used difference-in-differences to isolate AI’s impact. * Found: Experts shifted from coding to reviewing, while AI-assisted work needed more rework.

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Jan Fransoo @proflog.bsky.social · 19/11/2025

1/6 🚀 Our new study reveals a hidden cost of AI tools like GitHub Copilot: While less-experienced devs produce 43.5% more code, experts face a 19% drop in productivity as they shoulder the review burden. This isn’t just about coding—this might also affect other work. Thread 👇 #AI #FutureOfWork

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Jan Fransoo @proflog.bsky.social · 14/11/2025

Earlier this year, we used less granular data as a basis to model the resulting dynamics. Such as periods of overordering of GPUs. Will be interesting to see how this will develop. 2/2 papers.ssrn.com/sol3/papers....

papers.ssrn.com

Navigating Supply Chain Dynamics for Sustained AI Growth

The rapid rise of artificial intelligence (AI) has transformed industries, with supply chain management emerging as a critical application area. However, the in

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Jan Fransoo @proflog.bsky.social · 14/11/2025

Excellent data provision and great visualizations by @mims.bsky.social on AI infrastructure. Bottom line: physical build cannot follow announced investments. By far. Bounded by grid capacity. See www.wsj.com/tech/ai/when... 1/2

wsj.com

When AI Hype Meets AI Reality: A Reckoning in 6 Charts

Record capital expenditures and data-center planning are running up against the ground truths of physical infrastructure.

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Reposted by Jan Fransoo

Ben Coates @bencoates1.bsky.social · 23/01/2025

This is a huge moment of opportunity for any country which wants to poach talent by offering generous R&D funding, expanding universities, easy-access visas for researchers etc (and a huge moment of stupidity for those, like 🇳🇱 , who are doing exactly the opposite) bsky.app/profile/mons...

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Jan Fransoo @proflog.bsky.social · 14/04/2025

Interesting analysis by @joristeer.bsky.social . Some of the examples can rely on strengthening and expanding the current industrial base. However, in many industries, it is an issue of redeveloping the ability to produce at mass scale, against affordable cost, and error-free. Tough process.

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Jan Fransoo @proflog.bsky.social · 08/04/2025

Eliminating or restricting OPT would not only be a massive blow to the ability of the US to continue attracting the world's top STEM talent, but also wipe out many graduate programs at universities that already have come under enormous financial pressure.

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Jan Fransoo @proflog.bsky.social · 08/04/2025

Is Michel Barnier niet weer beschikbaar? @rikrutten.bsky.social www.nrc.nl/nieuws/2025/...

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Jan Fransoo @proflog.bsky.social · 01/04/2025

"Bindend voor alle partijen maar niet juridisch afdwingbaar". De goed-bestuur en betrouwbare-overheid club van @omtzigt.bsky.social laat zich opnieuw van zijn beste kant zien.

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Jan Fransoo @proflog.bsky.social · 28/03/2025

Seems the US Government is now also getting into auto companies' pricing decisions. Waiting for the first executive order on pricing (or was there already one on eggs?) www.wsj.com/business/aut...

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Jan Fransoo @proflog.bsky.social · 24/03/2025

Blijkbaar hebben ze meer vertrouwen in de Zweedse wetgeving en bedrijfsvoering

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Jan Fransoo @proflog.bsky.social · 15/03/2025

Op zich wel handig dat ie de lijn stopzet nu er ook enorme tarieven op datzelfde staal worden gezet 🤷

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Jan Fransoo @proflog.bsky.social · 02/03/2025

Welcome! I did the same move a few weeks ago after a similar hibernation period

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Jan Fransoo @proflog.bsky.social · 02/03/2025

The Boston ducklings are still in wide support of #Ukraine this morning

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Jan Fransoo @proflog.bsky.social · 27/02/2025

Interesting analysis of Trump's character and concrete advice on how to deal with this.

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Jan Fransoo @proflog.bsky.social · 26/02/2025

Amid the massive unrest at the global stage, my morning view from the office still remains spectacular. #TilburgUniversity #TiSEM @tilburg-university.bsky.social

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Jan Fransoo @proflog.bsky.social · 19/02/2025

The key skill that Europe lost over the past two decades is to industrialize the manufacturing of new technologies. Northvolt is a sad example. "EU programs are geared towards the early stages of tech development – not to deployment. There is a dearth of support for the manufacturing stage."

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Jan Fransoo @proflog.bsky.social · 12/02/2025

Trump's deportations of immigrants working on dairy farms become a significant contribution to fighting climate change #emissions #secondordereffect #unintendedconsequences

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Reposted by Jan Fransoo

Carl T. Bergstrom @carlbergstrom.com · 09/02/2025

any economists here that can help me understand why the world's richest man might want to kill the consumer financial protection bureau

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Jan Fransoo @proflog.bsky.social · 07/02/2025

Studenteninstroom daalt en hogescholen verlagen kwaliteitseisen. "Hogescholen versoepelen bindend studieadvies: 'Minder streng bij valse start' "- nos.nl/l/2554880

nos.nl

Hogescholen versoepelen bindend studieadvies: 'Minder streng bij valse start'

Veel hogescholen vinden dat een "valse start" van eerstejaars studenten niet keihard moet worden afgestraft.

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Jan Fransoo @proflog.bsky.social · 31/01/2025

Witnessing these and other insane tariff threats, indeed calling the bluff would be the best strategy for every single country faced by US tariff threats.

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Jan Fransoo @proflog.bsky.social · 31/01/2025

Het is wel handig dat die wet echt een duizend-dingen-doekje is. Ik vermoed dat hij ook zal helpen om de files te verminderen en de stikstofuitstoot omlaag te brengen. #WIB #Internationalisering @universiteitennl.bsky.social @tilburg-university.bsky.social @minocw.bsky.social

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Jan Fransoo @proflog.bsky.social · 29/01/2025

It is truly remarkable that a company that has violated the copyright of millions of authors to train its models claiming now accuses a new competitor of stealing its IP. "#OpenAI says it has evidence China’s #DeepSeek used its model to train competitor" - giftarticle.ft.com/giftarticle/... via @FT

giftarticle.ft.com

OpenAI says it has evidence China’s DeepSeek used its model to train competitor

White House AI tsar David Sacks raises possibility of alleged intellectual property theft

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Jan Fransoo @proflog.bsky.social · 29/01/2025

Now that Trump starts using short-term #tariff threats demanding investments that may take 10+ years to render any returns, it is better for the rest of the world to simply sit back, relax and wait for this storm to settle by not responding at all to any such threats. #supplychains

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Jan Fransoo @proflog.bsky.social · 27/01/2025

The enormous policy uncertainty created by the new US government will adversely affect many corporate supply chain restructuring decisions

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Jan Fransoo @proflog.bsky.social · 11/01/2025

In zorg en onderwijs zijn die administratieve rollen allang verdwenen. IT heeft echter maar een klein deel overgenomen waardoor professionals meer administratie doen. Als met AI opnieuw allerlei admin bij hen belandt, zullen zij nóg minder bezig zijn met hun echte werk. www.nrc.nl/nieuws/2025/...

nrc.nl

Vaarwel datatypisten, hallo big data-specialisten: de banen van de toekomst

Functies: Werkgevers verwachten dat digitalisering de bedrijfsvoering tegen 2030 ingrijpend zal veranderen, blijkt uit onderzoek. Artificiële intelligentie en robotisering nemen werk van mensen over.

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