Junk In, Dark Out:

The most chilling part...

Models fed junk content didn’t just get dumber they got meaner.

• Spikes in narcissism and psychopathy

• Drops in agreeableness and conscientiousness

Data doesn’t just shape capability. It shapes personality.

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This might be the most disturbing AI paper of 2025

Scientists just proved that large language models can literally rot their own brains the same way humans get brain rot from scrolling junk content online.

They fed models months of viral Twitter data short, high-engagement posts and watched their cognition collapse:

- Reasoning fell by 23%

- Long-context memory dropped 30%

- Personality tests showed spikes in narcissism & psychopathy

And get this even after retraining on clean, high-quality data, the damage didn’t fully heal.

The representational “rot” persisted.

It’s not just bad data → bad output.

It’s bad data → permanent cognitive drift.

The AI equivalent of doomscrolling is real. And it’s already happening.

Full study: llm-brain-rot. github. io

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This is the way…

If you live near Houston— well actually anywhere— you might want to go to Azazel news and I read from bottom up to start with latest posts. Here are some highlights.

I put up highlights from tonight on Azazel News. You might want to read the whole thread on Azazel if you live in Houston or any city with a rash of weird deaths, missing pets, purple lights, and military doing exercises and/ or LIDAR mapping area or just lots of air action P3s, helos etc. search site for Crawlers for details. I don’t think this is woo woo. I have been following the weird wounds in news that don’t make sense. What is so scary/ secret we can’t be read into the truth? Its not Otters or human bites ( as said in news) paralysing victims or making multiple puncture wounds.

And then it happens. Hahahaha. 👇🏻👇🏻👇🏻

We’ve now reached the part of the movie where politicians are accusing each other of being “Reptilians.”

All found at the Bayous

In the last 5 days

You realize this was published years ago. I and others tried to tell people what was going on. But most focus on Azhkenazi. It’s not just the Azhkenazi. I have the research papers. In order of susceptibility based on ACE2 Electromagnetic “ stickiness”… white non Finnish Europeans most, then, Hispanic, then Blacks. At bottom are East Asians, Finnish and very bottom Amish and Azhkenazi. The problem of course is they don’t test everyone. Azhkenazi and Amish have been tested for at least 5 decades— and we thought it was just because they marry tightly within their gene pool and have inborn errors of metabolism etc. And that may indeed be the reason. But of course now in retrospect there may be more to it.👇🏻👇🏻👇🏻👇🏻

Is This Bioweapon Targeting Specific Races? https://youtube.com/shorts/EWMGHk3fFiA?

For doubters heres one of the two papers I mentioned— note date 2020:

https://pmc.ncbi.nlm.nih.gov/articles/PMC7439997/