James Elam

Tech investor and founder. Retired entertainment lawyer. Father. Filmmaker. Mover. Shaker. Thinker. Doer.

[James Elam @JamesElamIV]

Nailed it!

[JP Sears @AwakenWithJP]

Let me reframe this for you. This is the government questioning the government to see if the government covered up for the government in the Epstein files. Shockingly, the government told the government that the government did nothing wrong.

[James Elam @JamesElamIV]

@krystalball Hating people is not good, however.....

[Interesting things @awkwardgoogle]

In a world where you can be anything, be a number 50

[Lydia Kauppi @lydiakauppi]

The DOGE goons are getting deposed for a lawsuit on behalf of the American History Association and others and holy shit this hurts to watch

[Right Angle News Network @Rightanglenews]

BREAKING - A man in San Antonio, Texas, is being hailed as a hero after sacrificing his truck to stop a runaway vehicle driven by a man who had passed out from a medical emergency, saving not only the driver’s life but also preventing potential harm to others.

[James Elam @JamesElamIV]

@KyleKulinski When he pushed his head down there, I thought it was going to go a different direction. Not that it would be a much different result.

[Rev. Benjamin Cremer @Brcremer]

Beware of any Christian movement that acts as though the world is full of enemies to be destroyed rather than full of neighbors to be loved.

[Interesting things @awkwardgoogle]

Someone is having the best day ever 😂

[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

[James Elam @JamesElamIV]

@I_Choose_Wisdom @mehdirhasan A simple query shows you that this map is stupid.

[CALL TO ACTIVISM @CalltoActivism]

🚨VILE: If you think ICE couldn't sink any lower, they just did:

ICE Agents posed as a woman with car trouble. When a dad rushed out of his house to help, agents ambushed him and detained him.

They turned human decency into a trap. This is evil and disgusting.

[Fifty Shades of Whey @davenewworld_2]

Here's a clip of Chuck Schumer bragging about blocking the "Jackson plank," which was a proposed 1988 DNC platform item by Jesse Jackson's presidential campaign supporting Palestinian self-determination.

RIP Jesse Jackson

[JD Vance @JDVance]

Remember when we learned that our wealthiest and most powerful people were connected to a guy who ran a literal child sex trafficking ring? And then that guy died mysteriously in a jail? And now we just don't talk about it.

[Krystal Ball @krystalball]

Private prisons are a moral abomination and should be illegal

[James Elam @JamesElamIV]

1 very interesting use of @ChatGPT is that you can use it to ask the internet to give you a factual understanding of events in the news, providing unbiased info based on multiple sources. I don't know if this is just the paid version, but to get unpropagandized news is refreshing

[TWEEZER☔️☔️☔️ @bigtweez222]

BOY WHEN I TELL YOU IM IN TEARS??!!!! Them nggas used to set the party off right

[James Elam @JamesElamIV]

@Cheexur @esglaude You should be the professor, brother. I think question marks are stupid, too!!!

[James Elam @JamesElamIV]

Morning tummy rubs. #caturday #SaturdayVibes #Saturday

[James Elam @JamesElamIV]

@esglaude That is a challenge as long as people pretend it's not really there.

[Chris Towler @blkprofcct]

As a reminder of what voting means today, here’s the 30-question literacy test in LA that kept Black people from voting. Some states, like AL, had 70+ questions on their test that voters who weren’t grandfathered in, or couldn’t pay the poll tax had to pass.

h/t @yourrightscamp