iiinova — where your digital self keeps evolving

Florian Keppeler @flokeppeler.bsky.social · 11/10/2026

#Wilmasreview #PoliSky Wilma 🐶 just jumped high, maybe higher than ever. Impressive! Did she do this alone, or did she have some help? 🤔 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 04/10/2026

#Wilmasreview Wilma 🐶 has an impressive CV: expert nose, years of sniffing experience, efficient removal of food leftovers. But that's not why we love her. It's the head tilt. She listens 👂 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 27/09/2026

#Wilmasreview How did Wilma 🐶 learn to jump on large, felled trees? Not from a manual. She learned it one try at a time and with feedback (🦴). So she was puzzled to hear that most studies of humans working with AI never tell people whether they got it right. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 20/09/2026

#Wilmasreview Wilma 🐶 has accepted that there are fences 🚧. A fence doesn't ask, it doesn't make exceptions, and it doesn't care that the neighbor's cat is getting away. So, Wilma dug a hole ... a burdensome workaround. 🕳️ 🧵

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Florian Keppeler @flokeppeler.bsky.social · 13/09/2026

#Wilmasreview Wilma 🐶 knows the drill when entering the dog forest. She's waiting for the person one level higher in the hierarchy to give a signal. 🦮 Public employees also turn to their managers when politicians start bending the rules of democracy. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 06/09/2026

#Wilmasreview Wilma 🐶 takes treats very seriously. There are two ways to get it wrong: hand a treat to a dog who hasn't earned it, or refuse one to a dog who has. Humans lose a lot of sleep over the first mistake. Wilma is much more worried about the second. 🦴 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 30/08/2026

#Wilmasreview Wilma 🐶 has food in her bowl. Pluto next to her does not. Wilma sees absolutely no problem here... 🍖 An article by Ernst Fehr and Keyu Wu argues the old question, whether people care about fairness, is settled. Here is what we need more research about: 🔬 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 23/08/2026

#Wilmasreview Wilma 🐶 gets offered a helping hand. She takes a good long look at it, still not convinced. The help is real, the worry too. 🤨 Something similar happens when governments try to make citizens' life easier. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 16/08/2026

#Wilmasreview Wilma 🐶 gets studies from everywhere. But how can she sniff out what's reliable evidence? When in doubt she trusts what comes from her own backyard, Wilma thinks 👃 Turns out many governments run on the opposite instinct when citing research. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 09/08/2026

#Wilmasreview Wilma 🐶 is alarmed. The door is closed, and she can't keep an eye on the child on the other side... Child protection offices face a far heavier problem: an immense case load. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 02/08/2026

#Wilmasreview Wilma 🐶 has strong feelings about the robot lawnmower. It patrols the garden without asking, it decides its own route, and no amount of barking makes it stop. 🤖 Sometimes citizens may feel something similar about AI in government. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 26/07/2026

#Wilmasreview Wilma 🐶 is standing in front of a job advertisement. She would know instantly who to hire. Nobody asks her, though. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 19/07/2026

#Wilmasreview At dog parks, Wilma 🐶 knows that the gates are locked and everything is fenced in. She can't leave, so all she has left is her voice. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 12/07/2026

Wilma stared at next door’s cat, who had positioned itself into the most physically implausible sleeping position imaginable. And despite the fact that dogs and cats are basically sworn outgroups, Wilma felt for the poor creature. Turns out that’s harder to pull off than it looks… 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 05/07/2026

#Wilmasreview Wilma 🐶 knows the rules: Don’t pull too hard on the leash or run away. But whether she actually behaved depends less on the rule itself, and more on who’s asking… and whether how good something smells. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 28/06/2026

#Wilmasreview Wilma 🐶 tends to search a treat 🍪 under the cup that's closer to her. Is that a good idea? She had a visit from Catarina Mantas, who gave her critical feedback on her performance. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 21/06/2026

#Wilmasreview Wilma 🐶 takes her duties as Chief Playground Inspector very seriously. Her verdict? Someone keeps rearranging the equipment... And, as usual, nobody consulted the dog. 🧐 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 14/06/2026

Wilma 🐶 found a new friend, sea snake Serpentina. She decided that it's a trustworthy friend. Whether that's wise is anyone's guess. 🐍 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 07/06/2026

#Wilmasreview Wilma 🐶 is blown away 🤯 because HER paper just won the Beryl Radin Award for the best article in the @jpart1991.bsky.social 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 04/06/2026

Wilma sendet liebe Grüße aus Dänemark nach Deutschland! Molly hat sich ein Treat verdient 🍪

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Florian Keppeler @flokeppeler.bsky.social · 31/05/2026

#Wilmasreview Wilma 🐶 has stationed herself under the high chair, waiting for something delicious to fall. The tricky part comes when two equally tempting things drop at once... She can't decide which to grab first, so her choice looks completely random. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 24/05/2026

#Wilmasreview Wilma 🐶 has a visitor at work: Roos Mulder. Wilma is keeping Roos firmly in her "line of sight" at all times; you never know when a treat might appear 🦴. As it happens, "line of sight" matters far beyond snack management. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 10/05/2026

#Wilmasreview 🐶 Wilma sniffs spring flowers with great authority, certain she can tell every scent apart. Rhododendron? 🌸 Easy. Neighbour's tulip vs. this one? No problem. Is Wilma overconfident? 😏 Turns out, at least humans are. A new study by Heck, Benjamin, Simons & Chabris 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 03/05/2026

#Wilmasreview Wilma 🐶 has a visitor at the university: Lorenza Micacchi. As you can see in the picture, the two of them were talking about incentives 🍬🍪 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 26/04/2026

#Wilmasreview Wilma 🐶 yanked a jacket off the coat rack to get at treats in the pocket. Her defense: the jacket fell off during an earthquake, she's a victim of seismic forces 🫨. A convenient narrative from a beagle. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 19/04/2026

#Wilmasreview Wilma 🐶 turned 8 this weekend 🥳 So instead of reviewing her own misbehavior (food steals, couch crimes, selective deafness), we turn to the misbehavior of politicians. 🐾 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 12/04/2026

#Wilmasreview Wilma is standing in the beautiful @au.dk park and can't believe it — it's mid-April, and the trees are still bare! 🪵 Where she grew up, it would already be lush and green by now. 🌳 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 05/04/2026

#Wilmasreview Wilma 🐶 knows a thing or two about being close to power. Strategically positioned near the dinner table, she is a genius in the art of being in the right place at the right time — waiting for the baby to drop the good stuff. 🍌 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 29/03/2026

#Wilmasreview Wilma 🐶 takes guardrails very seriously – so seriously, in fact, that she sleeps with one. But what about the guardrails for AI in public services? 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 22/03/2026

#Wilmasreview Wilma 🐶 has strong opinions about food. The smiley watermelon 🍉? Objectively delightful. Would she hire it over a plain onion 🧅? Absolutely. Is that bias? Would anyone even notice? According to @bxjaeger.bsky.social, @gpaolacci.bsky.social & Johannes Boegershausen — maybe not. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 15/03/2026

#Wilmasreview Wilma 🐶 is on strike today... "sleep strike". But unlike real strikers, she has no union to back her up. Maybe she should look into that because her strike did not result in extra food rations. 🐾 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 08/03/2026

#Wilmasreview Wilma 🐶 knows a thing or two about signaling – a wagging tail means she's happy, and paws on a big pipe means business. 💪 But how do we know when a leader's signals are the real deal? 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 01/03/2026

#Wilmasreview Wilma 🐶 has a lot of emotions when it comes to the dishwasher. Is it a source of leftovers? Or will it take her job? Humans may have similarly complicated feelings about AI systems — and a review by König and Mehrotra maps out a whole decade of research on that. 🤖💭 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 22/02/2026

#Wilmasreview ❄️ Wilma isn't looking for a new home in the snow — but she is wondering: should AI decide who gets welfare benefits like housing support? A new study by Dong, @jfbonnefon.bsky.social & @iyadrahwan.bsky.social looked at exactly this. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 15/02/2026

#Wilmasreview Wilma 🐶 met a snowy friend today! ❄️ This poor bear tried to apply for social benefits to get some food in this cold weather, but could not receive support despite being eligible. A meta-analysis by @karlemilbendtsen.bsky.social reviews 51 field experiments to find out what works: 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 01/02/2026

#Wilmasreview For Wilma 🐶, figuring out how to recognize a good leader was always like solving a riddle of the Sphinx. A recent study by Weidmann, Joseph Vecci, @farahsaid.bsky.social, Sonia Bhalotra, Achyuta Adhvaryu, Anant Nyshadham, Jorge Tamayo, and David Deming suggests... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 25/01/2026

#Wilmasreview Wilma 🐶 had an unexpected encounter with a deer the other day – and instead of running away, they just stood there peacefully! 🦌 It got Wilma thinking: why can some "natural opposites" get along just fine, while others struggle? 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 18/01/2026

#Wilmasreview Wilma 🐶 is concerned: What would happen if she were replaced by a Large Lego Model? 🧱 Who would sniff out all the treats? She checked the literature and found a new study by Feng and @yantochandra.bsky.social examining how Large Language Models (LLMs) are reshaping policymaking. 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 11/01/2026

#Wilmasreview Wilma 🐶 has been working with her new coworker ⛄ who seems rather cold. This makes Wilma think about how important leadership is for building warm collaboration among colleagues! A study by Kjeldsen, Bjørnholt, and Lund in public schools reveals how managers can melt the ice 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 28/12/2025

#Wilmasreview Wilma 🐶 is learning to navigate on "her" new balance bike—turns out transformation takes practice, patience, and someone to show you the way! Speaking of guidance, a new @journalpa.bsky.social study by @carofischer.bsky.social and Breaugh explores how change agents ... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 21/12/2025

#Wilmasreview Wilma 🐶 has spent most of her #postdog career at universities in the public sector. Now she is considering switching to the private sector, perhaps in the cleaning industry, specializing in cleaning under baby seats. The reason: delicious leftovers.🥕 🥙 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 14/12/2025

#Wilmasreview Wilma 🐶 turns her back on the new family member after a crash involving a Duplo train and a dog. Will citizens do the same when the government increasingly uses AI to make discriminatory decisions in the future? 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 03/08/2025

#Wilmasreview Wilma 🐶 may be hesitant about making the next step, like people who people who want to take their next career step, maybe into the public sector. New research by Sciepura, Wall and @elizabethlinos.bsky.social shows that... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 27/07/2025

#Wilmasreview Wilma 🐶 has been thinking about adding AI-teammates to her pack. Would that help her find more delicious treats? Well, this might work for making complicated decisions, like medical diagnoses. A study by Zöller et al. shows: 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 20/07/2025

#Wilmasreview Flashback: Wilma 7 years ago as a puppy 🐶 It takes a lot of effort to raise a puppy, but a human baby takes extra effort! 👶 A new study by Pieter Vanhuysse, Márton Medgyesi and Róbert Iván Gál shows: 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 13/07/2025

#Wilmasreview Wilma 🐶 tried in vain to get through this hole. She probably analyzed it wrong. Perhaps it would have been better if this had been done under AI assessment. Why? A study by Goergen, de Bellis, and Klesse shows that... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 06/07/2025

#Wilmasreview Wilma 🐶 sits proudly next to a child's beautiful drawing of her, and while she put zero effort into posing, she certainly considers this masterpiece quite an achievement worth an extra treat! 🤩 Speaking of effort versus achievement, a study by Cusimano, Kim, and Wong reveals... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 22/06/2025

#Wilmasreview As a senior dog, Wilma 🐶 sometimes has a critical view on young people - especially if they interrupt her sleep! Does this relate to the workplace? A study by Daldrop, Homan, and Buengeler reveals: Young adults face barriers to leadership roles, not because they lack ability... 1/🧵

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Florian Keppeler @flokeppeler.bsky.social · 15/06/2025

#Wilmasreview Wilma 🐶 strikes a pose on the agility course - she thinks she is looking absolutely fabulous! 🤩 But should her good looks help her become pack leader? A meta-analysis by Courtright, Thurgood, Liao, Morgan, and Wang shows key findings about the role of beauty in leadership 1/🧵

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