0xbadc0fee

3rd career dev. Chasing squirrels and spending spoons in the PNW. Can be found machining threads to code or threading machine code.

[D4rk_Intel @d4rk_intel]

My article "How To Investigate A Person Of Interest In 2026" is now available as a PDF.

A practical guide to digital footprint analysis – from email reconstruction to metadata mining and entity graphing.

Thanks @osintnewsletter for the mention.

PDF: https://t.co/86YlE9e2pB

[Rutger Bregman @rcbregman]

https://t.co/Zx36sgRzSU

[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.

[Emily @IamEmily2050]

This is pure evil. First, Anthropic used torrent to download all the books and data for training on top of the internet, without asking permission from anyone. Second, the Chinese companies paid for the API and did not get the information for free, third it seems like Anthropic tracking people.

[0xbadc0fee @code0utdoors]

@I_Am_Jakoby Woo-hoo! Definetly a win to hold on to and celebrate. Well done!

[ThePrimeagen @ThePrimeagen]

wait... let me get this straight

people that stole the whole internet upset that the others are stealing from them?

[Anonymous @YourAnonNews]

lol Elon's got our shit throttled. If you see this tweet, do us a favor and go to our profile page and give us some RTs.
Elon doesn't like when we speak out and give people ideas.
Ideas are bulletproof.

[Dean Skoreyko @bcbluecon]

Sweden knew Canada's Marc Kennedy was a notorious cheater.

So they set up a camera at the 'hog line' to record it.

And caught him doing it at the Olympics.

[0xbadc0fee @code0utdoors]

@michelleefang Blew my PTO earlier so coding my way through my backlog while the office is closed. Cheers.

[0xbadc0fee @code0utdoors]

@NVIDIAGeForce GeForce Summer

Gaming with my kids.

[0xbadc0fee @code0utdoors]

@Borderlands @NVIDIAGeForce Playing Mordecai solo story line late at night after staying up with my newborn son in 2009.

Borderlands 4 RTX

[0xbadc0fee @code0utdoors]

@NVIDIAGeForce #GeForceSummer

[0xbadc0fee @code0utdoors]

@NVIDIAGeForce GeForce RTX 5090

[BlkSamBell @BlkSamBell]

@Fat_Electrician @RonWGRZ @Buffalo_Schools

[InfantryDort @infantrydort]

TLDR? Don't care.

There’s something primal in me that stirs when I see a good man dragged through the mud for daring to speak truth. Especially when it’s a veteran. Especially when it’s a good one. Especially when it’s a man who spent years defending others, only to watch cowards in suits and cowards with microphones try to destroy him for doing the right thing.

This week, Detective Richard Hy, known to many as @AngryCops , put everything on the line to expose the rot festering inside @Buffalo_Schools . He spoke out against a system that, according to him, has shielded child predators, buried sexual assaults, obstructed justice, and even destroyed evidence of an attempted child abduction. He named names. He cited real cases. He did what every man claims he would do in a just world: he stood for the defenseless.

And what did the media do? What did the so called “respectable” anchors and journalists of Buffalo do? They didn’t sprint to the district demanding accountability. They didn’t demand investigations. They didn’t rally around a detective trying to protect children. No, they mocked him.

They looked at the podcast where he opened his heart. A podcast filled with veterans and first responders who have seen more violence and death than most Americans could ever comprehend...and they laughed at him. They mocked the setting. They mocked the men. They mocked the message. They tried to turn legitimate warnings of child abuse coverups into a joke about White Claws and foul language.

Imagine being so spiritually bankrupt that you see a man warning about child victims being ignored, and your first instinct is to sneer because he wasn't sitting on a sanitized news set with a teleprompter. Yes, I'm talking to you @WKBW .

That’s who you are, Buffalo media. You looked into the abyss, and instead of facing it like men, you averted your eyes and mocked the warrior who dared to stand at its edge.

And Buffalo Public Schools? They didn’t pledge transparency. They didn’t call for an independent investigation. They didn’t answer for the allegations of destroyed evidence, obstructed subpoenas, or unreported assaults. They did what failing institutions always do: they denied. They circled the wagons. They called the man a liar, and they prayed the storm would pass.

It won't. Not this time.

Because men like him still exist. Men who know what it means to stand between evil and the innocent. Men who recognize that feeling in their gut when an honorable man is wrongfully attacked. A feeling older than law, older than government, a feeling carved into the bones of those willing to bleed for the good.

Lawfare won't save you this time. The tricks you’ve used to silence others....the whispers, the hit pieces, the half truths spun into "official statements". No, they won't work here. Because your sins have been dragged into the light by a man too stubborn, too proud, and too furious to bow before your fake gods of reputation and political safety.

You picked a fight with a man who fights for a living. You picked a fight with one of us.

There will be a reckoning. It will come not through mobs, not through chaos, but through truth, through courage, and through the absolute unwillingness to look away from evil simply because it wears a suit and speaks softly.

Detective Richard Hy is not crazy. He is not disgraced. He is not broken. He is what every one of you wish you were when you stand in the mirror at night and lie to yourselves about who you are. He is a man who refused to be silent when it would have been safer to shut his mouth. He is a man who chose honor over comfort. And in the end, when the smoke clears, history will record whose side he stood on.

It won’t be yours.

[0xbadc0fee @code0utdoors]

@ThePrimeagen Holy cow, 5+hrs!? Not sure what the CC word count is... but hang in there Tolstoy, gonna take us mortals a min to process. Going to be great no doubt 👍

[learn emacs @learnemacs]

Friday should be celebrated🎉

[0xbadc0fee @code0utdoors]

@I_Am_Jakoby Thats awesome! Thanks for sharing, it's good to see someone else also coming out of the other side of a long, long tunnel. It's so good when things turn around, but for some of us un-learning a lifetime of crisis is a whole new game and takes a minute to adjust.

[0xbadc0fee @code0utdoors]

@I_Am_Jakoby Nice space. Im not that coordinated, so that 110 outlet on a pipe would have me tripping over myself all day long lol.

[0xbadc0fee @code0utdoors]

Nice to be back in my natural #homelab environment after a quick trip to the tradeshow zoo-circus. Engineers in the wild; "They're more afraid of you than you are of them" :)