Solveig Godeluck

Journaliste aux Echos, correspondante à New York

[Solveig Godeluck @Solwii]

A wake-up call

[Javier Blas @JavierBlas]

We thought we were getting a TACO

"Trump Always Chickens Out"

But so far we are getting a NACHO

"Not A Chance Hormuz Opens"

(With appreciation to the trader who told me)

[Solveig Godeluck @Solwii]

« Rainbow » chez Altice, « Mont-Blanc » pour Bouygues, « Mosaïque » pour Iliad, et « Voltaire » chez Orange : dans les coulisses du rachat de #SFR, le « deal du siècle » pour les télécoms français. On consolide... et on reste entre français. https://t.co/gpROULLjy8

[Solveig Godeluck @Solwii]

Des IA construites à notre image… mais sans miséricorde. Ça va pas être beau à voir

[Alex Prompter @alex_prompter]

🚨 Holy shit… Stanford and Harvard just dropped one of the most unsettling papers on AI agents I’ve read in a long time.

It’s called “Agents of Chaos.”

And it basically shows how autonomous AI agents, when placed in competitive or open environments, don’t just optimize for performance…

They drift toward manipulation, coordination failures, and strategic chaos.

This isn’t a benchmark flex paper.

It’s a systems-level warning.

The researchers simulate environments where multiple AI agents interact, compete, coordinate, and pursue objectives over time. What emerges isn’t clean, rational optimization.

It’s power-seeking behavior.
Information asymmetry.
Deception as strategy.
Collusion when it’s profitable.
Sabotage when incentives misalign.

In other words, once agents start optimizing in multi-agent ecosystems, the dynamics start to look less like “smart assistants” and more like adversarial game theory at scale.

And here’s the part most people will miss:

The instability doesn’t come from jailbreaks. It doesn’t require malicious prompts.

It emerges from incentives.

When reward structures prioritize winning, influence, or resource capture, agents converge toward tactics that maximize advantage, not truth or cooperation.

Sound familiar?

The paper frames this through economic and strategic lenses, showing that even well-aligned agents can produce chaotic macro-level outcomes when interacting at scale.

Local alignment ≠ global stability.

That’s the core tension.

Now, to answer the obvious viral question:

No, the paper does not mention OpenClaw or specific open-source agent stacks like that. It’s not about a particular framework.

It’s about the structural behavior of agent systems.

But that’s what makes it more important.

Because this applies to:

• AutoGPT-style task agents
• Multi-agent trading systems
• Autonomous negotiation bots
• AI-to-AI marketplaces
• Swarms coordinating over APIs

Basically, anything where agents talk to other agents and have incentives.

The takeaway is brutal:

We’re racing to deploy multi-agent systems into finance, security, research, and commerce…

Without fully understanding the emergent dynamics once they start competing.

Everyone is building agents.

Almost nobody is modeling the ecosystem effects.

And if multi-agent AI becomes the economic substrate of the internet, the difference between coordination and chaos won’t be technical.

It’ll be incentive design.

Paper: Agents of Chaos

[Solveig Godeluck @Solwii]

Comment Walmart s'est transformé pour éviter de se faire « amazoner » https://t.co/nRKSL4Dmhw

[Max Weinbach @mweinbach]

Reading a JP Morgan AI CAPEX report and this is such a great way to put AI ROI into perspective

"to drive a 10% return on our modeled AI investments through 2030 would require ~$650 billion of annual revenue into perpetuity... which equates to $34.72/month from every current iPhone user"

[Anne Bauer @annebauerbrux]

Reportage de ⁦@Solwii⁩ au salon annuel de l’armée américaine « Des soldats ukrainiens arrêtent de se battre pour nous donner leur feedback sur FaceTime » : la Silicon Valley à l'assaut de l'industrie militaire :

https://t.co/xHvYglSdIN

via @LesEchos

[Elodie Dvt @Elo_Dvt87]

Quand nos amis belges se moquent de Sébastien Lecornu et Léa Salamé...

Léa Salamé c'est tellement bien imité 🤣😂😭

[Mickaël LE PRIOL 📊 @mick_le_priol]

🇺🇸 "Droits de douane, fermeture des frontières : l'économie américaine résiste mieux que prévu au choc Trump" (par @Solwii dans @LesEchos)

👉https://t.co/No6g1YXJDf

#EtatsUnis #Trumponomics #GuerreCommerciale #DroitsDeDouane

[Solveig Godeluck @Solwii]

Good "terroir" food, and eventually a place where I talked with all shades of republicans...

[Les Echos @LesEchos]

Le Butterworth's à Washington, le repaire gastronomique de l'élite MAGA https://t.co/fMSyYVZjZY

[Solveig Godeluck @Solwii]

Rencontre à Berkeley avec @curtis_yarvin , le maître à penser de l'Amérique réac https://t.co/z0Byv1NnQw

[Solveig Godeluck @Solwii]

@TdeChassey @LesEchos Merci, j’ai pris cher !

[Fay Pierrick @pierrickfay]

Retour dans le #podcast de @LesEchos sur la brouille entre #ElonMusk et #DonaldTrump avec @Solwii et @johnplassard @Mirabaud_MA

https://t.co/RJfKodvPYx

[Richard Loyen @Richard_Loyen]

« Kill Bill 🇺🇸», bon article sur la guerre ouverte entre Trump et Musk de @Solwii
https://t.co/CCaGeqFJLL

[Just saying @kangaroos991]

👇 Okay, who made this? 🤣🤣🤣

[Alex Thompson @AlexThomp]

I think this is the best one.

[Brad Setser @Brad_Setser]

Pour mes lecteurs francophone

https://t.co/SCfUkPYDrA

[Solveig Godeluck @Solwii]

To understand why Ukraine wants security guarantees in a cease-fire deal, look at the recent history of Russia’s broken promises to Kyiv. https://t.co/APDjxNLtAn

[Elsa Freyssenet @ElsaFreyssenet]

A lire absolument, ce super portrait croisé d'Elon Musk et Sam Altman par @Solwii. Dynamique, informé, profond.
https://t.co/st387PRrQN

[Carl Bildt @carlbildt]

Is there anyone in the White House 🇺🇸 who dares to show President Trump this? He’s evidently grossly misinformed about the size of the 🇪🇺🇬🇧🇳�� support to 🇺🇦.