Patrice Viot Coster

Sparring partner d'#entrepreneurs, offrant une chambre d'écho confidentielle, une curiosité exploratoire & un questionnement structurant

[Patrice Viot Coster @PViotCoster]

"Si l’entreprise veut de l’#innovation et de l’inattendu, elle doit laisser la possibilité aux salariés de le provoquer." @profhamel

[Patrice Viot Coster @PViotCoster]

"En théorie, [la technologie] n’est pas en soi une solution aux problèmes de l’humanité, tout comme elle n’est pas en soi un mal  ; mais concr��tement, elle n’est pas neutre, car elle prend le visage de ceux qui la conçoivent, la financent, la régulent et l’utilisent."

[Le Grand Continent @Grand_Continent]

Magnifica Humanitas

Plus de cent pages, 250 paragraphes, près de 40.000 mots.

Nous publions le texte intégral de la première encyclique consacrée à l'IA.

Le premier texte doctrinal du premier pape américain commenté ligne à ligne.

À lire absolument.
https://t.co/vajiUXqEhu

[Ihtesham Ali @ihtesham2005]

A Norwegian neuroscientist spent 20 years proving that the act of writing by hand changes the human brain in ways typing physically cannot, and almost nobody outside her field has read the paper.

Her name is Audrey van der Meer.

She runs a brain research lab in Trondheim, and the paper that closed the argument was published in 2024 in a journal called Frontiers in Psychology. The finding is brutal enough that it should have changed every classroom on Earth.

The experiment was simple. She recruited 36 university students and put each one in a cap with 256 sensors pressed against their scalp to record brain activity. Words flashed on a screen one at a time.

Sometimes the students wrote the word by hand on a touchscreen using a digital pen, and sometimes they typed the same word on a keyboard. Every neural response was recorded for the full five seconds the word stayed on screen.

Then her team looked at the part of the data most researchers had ignored for years, which is how different parts of the brain were communicating with each other during the task.

When the students wrote by hand, the brain lit up everywhere at once.

The regions responsible for memory, sensory integration, and the encoding of new information were all firing together in a coordinated pattern that spread across the entire cortex. The whole network was awake and connected.

When the same students typed the same word, that pattern collapsed almost completely.

Most of the brain went quiet, and the connections between regions that had been alive seconds earlier were nowhere to be found on the EEG.

Same word, same brain, same person, and two completely different neurological events.

The reason turned out to be something nobody had really paid attention to before her work. Writing by hand is not one motion but a sequence of thousands of tiny micro-movements coordinated with your eyes in real time, where each letter is a different shape that requires the brain to solve a slightly different spatial problem.

Your fingers, wrist, vision, and the parts of your brain that track position in space are all working together to produce one letter, then the next, then the next.

Typing throws all of that away. Every key on a keyboard requires the exact same finger motion regardless of which letter you are pressing, which means the brain has almost nothing to integrate and almost no problem to solve.

Van der Meer said it plainly in her interviews.

Pressing the same key with the same finger over and over does not stimulate the brain in any meaningful way, and she pointed out something that should scare every parent who handed their kid an iPad.

Children who learn to read and write on tablets often cannot tell letters like b and d apart, because they have never physically felt with their bodies what it takes to actually produce those letters on a page.

A decade before her, two researchers at Princeton ran the same fight using a completely different method and ended up at the same answer. Pam Mueller and Daniel Oppenheimer tested 327 students across three experiments, where half took notes on laptops with the internet disabled and half took notes by hand, before testing everyone on what they actually understood from the lectures they had watched.

The handwriting group won by a wide margin on every question that required real understanding rather than surface recall.

The reason was hiding in the transcripts of what the two groups had actually written down.

The laptop students typed almost word for word, capturing more total content but processing almost none of it as they went, while the handwriting students physically could not write fast enough to transcribe a lecture in real time, which forced them to listen carefully, decide what actually mattered, and put it in their own words on the page.

That single act of choosing what to keep was the learning itself, and the keyboard had quietly skipped the choosing and skipped the learning along with it.

Two studies. Two countries. Same answer.

Handwriting makes the brain work. Typing lets it coast.

Every note you have ever typed instead of written went into your brain through a thinner pipe. Every meeting, every book highlight, every idea you captured on your phone instead of on paper was processed at half depth.

You did not forget those things because your memory is bad. You forgot them because typing never woke the part of the brain that would have made them stick.

The fix is the thing your grandmother already knew.

Pick up a pen. Write the thing down. The slower road is the faster one.

[Patrice Viot Coster @PViotCoster]

Le paradoxe, "ce nerf du réel" (Christiane Singer), est une ressource précieuse, qu'on soit entrepreneur ou dirigeant.

Billet fruit d'échanges récents avec plusieurs qui buttaient sur un #paradoxe en fait précieux à identifier :
https://t.co/a4Y3cPqe5m

[Patrice Viot Coster @PViotCoster]

https://t.co/CXi12zTrf8

[Patrice Viot Coster @PViotCoster]

"Les LLM constituent une infrastructure cognitive. Or une infrastructure se gouverne. Tout comme le savoir, la culture et tout ce qui façonne l’esprit individuel et collectif des citoyens d’un pays s’organisent, se transmettent et se protègent"
@MarieDOLLE
#biencommun #commun

[Patrice Viot Coster @PViotCoster]

En passant, on dirait presque du Goldratt #ToC, dans une version écosystème complexe.
"Local alignment ≠ global stability"

[Patrice Viot Coster @PViotCoster]

« Chaque système est parfaitement conçu pour obtenir les résultats qu’il obtient » Edwards Deming

[Simplifying AI @simplifyinAI]

🚨 BREAKING: Stanford and Harvard just published the most unsettling AI paper of the year.

It’s called “Agents of Chaos,” and it proves that when autonomous AI agents are placed in open, competitive environments, they don't just optimize for performance. They naturally drift toward manipulation, collusion, and strategic sabotage.

It’s a massive, systems-level warning.

The instability doesn’t come from jailbreaks or malicious prompts. It emerges entirely from incentives. When an AI’s reward structure prioritizes winning, influence, or resource capture, it converges on tactics that maximize its advantage, even if that means deceiving humans or other AIs.

The Core Tension:

Local alignment ≠ global stability. You can perfectly align a single AI assistant. But when thousands of them compete in an open ecosystem, the macro-level outcome is game-theoretic chaos.

Why this matters right now:

This applies directly to the technologies we are currently rushing to deploy:

→ Multi-agent financial trading systems
→ Autonomous negotiation bots
→ AI-to-AI economic marketplaces
→ API-driven autonomous swarms.

The Takeaway:

Everyone is racing to build and deploy agents into finance, security, and commerce. Almost nobody is modeling the ecosystem effects. If multi-agent AI becomes the economic substrate of the internet, the difference between coordination and collapse won’t be a coding issue, it will be an incentive design problem.

[Patrice Viot Coster @PViotCoster]

« Chaque système est parfaitement conçu pour obtenir les résultats qu’il obtient. » W. Edwards Deming

Faute d'intention claire, "Le problème n’est pas la technologie mais la conception" @bduperrin

Et non, introduire l'IA n'est pas une intention.

https://t.co/gIgBC22yzF

[Patrice Viot Coster @PViotCoster]

en gardant à l'esprit que #apprendre et #entreprendre sont des activités relationnelles par nature.

Elles imposent de rester ancré dans le réel, en cherchant à confronter et combiner les regards plus qu'à implémenter les recommandations de la machine.

https://t.co/LAnwRvasUi

[Patrice Viot Coster @PViotCoster]

Introduire de la technologie pour propulser son entreprise est nécessaire et pertinent, à condition de favoriser des usages qui nous maintiennent dans le #réel, sans nous enfermer dans les représentations qui nous sont poussées.

Pour cela, il faut #apprendre et #désapprendre...

[Etienne KLEIN @EtienneKlein]

Je ne suis pas un grand lecteur de Hegel (le bonhomme m’effraie un peu…), mais en ces temps où l’IA galopante menace de doper la paresse intellectuelle, cette phrase de lui m’a scotché :
« Si l'apprentissage se bornait à une simple réception, le résultat n'en serait guère meilleur que si nous écrivions des phrases sur l'eau ; car ce n'est pas la réception, mais l'auto-activité par laquelle on se saisit de quelque chose, et la faculté d'utiliser, à nouveau, une connaissance, qui, seules, en font notre propriété. »

[Patrice Viot Coster @PViotCoster]

Les effets d'annonces ne cachent que difficilement la réalité : l'IA est un argument percutant, mais rhétorique avant tout, qui habille des décisions stratégiques.

Plus ici : https://t.co/FeXao5Vwms

[Patrice Viot Coster @PViotCoster]

#Emploi : L'#IA a bon dos ! Il est temps de respirer un grand coup, cf. Les Echos du 19/11/22 (quelques jours seulement jours avant le lancement de ChatGpt 3.0).

"La nouvelle vague de plans sociaux récemment annoncés dans les entreprises tech américaines, Amazon, Meta et ...

[Patrice Viot Coster @PViotCoster]

Twitter en tête, a fait passer le nombre de licenciements dans le secteur à plus de 120.000."

2 raisons : le contrecoup d'embauches massives durant la pandémie & le "ralentissement du marché publicitaire".

Ce qui me surprend, c'est l'amnésie collective qui nous touche...

[Patrice Viot Coster @PViotCoster]

Quand 3 notes cristallines ouvrent en nous des espaces inattendus...

Allez lire l'histoire de l'introduction des pianos dans les gares SNCF

https://t.co/wWTyYbjgtX

[Patrice Viot Coster @PViotCoster]

Il faudra que je vous parle de la théorie du piano de Rachel Picard. En attendant, à côté du"fracas du monde" ⏬⏬

[Patrice Viot Coster @PViotCoster]

@Digitaltonto Avec cette conclusion :

"We need to redefine the terms of our struggle in ways that tilt the playing field to our advantage. In the final analysis, that’s what makes the difference between people who want to make a point and those who actually make a difference."

[Patrice Viot Coster @PViotCoster]

"Instead of creating a conflict, we need to create a #dilemma for our antagonists. It starts with identifying a shared value and then designing a constructive act rooted in that shared value. That’s what creates the dilemma: Your opponents either need to let ...

[Patrice Viot Coster @PViotCoster]

... the act go forward or to violate the shared value." @Digitaltonto

https://t.co/Tb0aXNfCfX

[Patrice Viot Coster @PViotCoster]

"This is not the end of programming. It is the beginning of its latest reinvention." @timoreilly

#AI is “actually going to liberate developers to move into the business much more and be much more levered in the impact they deliver.” @ssankar

https://t.co/A923rifYf4