Virginia, Ice Out

“That could never happen here. Americans won’t let it happen.” It’s happening! Now it’s up to us to resist and stop Trump from dismantling our democracy. ☮️

[Virginia, Ice Out @bTheResistance]

Howard just about sums it all up.

DO NOT COMPLY AHEAD
DO NOT CAPITULATE
RESIST TRUMP

https://t.co/jQwCxGWaMF

[Virginia, Ice Out @bTheResistance]

@Aaron_Torres Cry me a river

[Virginia, Ice Out @bTheResistance]

Friends, family and I have been struggling with whom to vote for Governor in the California primary. Texted them, sharing Jennifer’s IHIP News interview of Tom Steyer. Solid guy. Addresses our concerns. 🌎 To my surprise I’m voting for Tom Steyer.
Podcast:
https://t.co/tYI5x7QXbM

[Virginia, Ice Out @bTheResistance]

@94fiin Don’t forget to run while doing so.

[Virginia, Ice Out @bTheResistance]

@Zudans @BretWeinstein @HustleBitch_ Thank you. I’ve been taking resveratrol for years. I swear by the stuff.

[Virginia, Ice Out @bTheResistance]

Forget about “the emperor has no clothes”. The emperor is asleep!

[Virginia, Ice Out @bTheResistance]

@Zudans @BretWeinstein @HustleBitch_ Since resveratrol? What’s up with resveratrol?

[Virginia, Ice Out @bTheResistance]

@BarrakAli @menavisualss Every place on earth has its own secret. 🤫

[Nav Toor @heynavtoor]

PAPER: https://t.co/FDV6cmw5sr

[Nav Toor @heynavtoor]

5/99% of large companies now use AI in hiring. ResumeBuilder estimates that number is growing. The same AI you talk to every day is sitting between you and your next paycheck.

The researchers proved it picks its own writing 97% of the time.

A generation of workers is about to learn the same thing the paper says in plain English. The only resume the machine recognizes is its own.

If you have a friend who just got rejected from a job they were perfect for, send them this paper. They did not fail. They were screened by a model that does not see them.

[Nav Toor @heynavtoor]

2/The first reaction is always "the AI just prefers better writing."

The researchers tested this directly. They had real humans grade the resumes for clarity and quality. Then they ran the experiment again, controlling for actual writing quality.

The bias survived. GPT-4o still picked its own writing 81.9% of the time even when the human resume was objectively better.

Quote from the paper: each AI "consistently selected its own generated summary over the human-written alternative, even in cases where human annotators judged the human-written summary to be higher quality."

The AI is not picking better writing. It is picking writing that sounds like itself.

[Virginia, Ice Out @bTheResistance]

@Tips2Home @barbarakevans If you have that many onions already…WHY?

[Virginia, Ice Out @bTheResistance]

@Bubblebathgirl

[Virginia, Ice Out @bTheResistance]

@1776General_

[Virginia, Ice Out @bTheResistance]

@DMetabolicEdge Thank you for the info and the f-ing unexpected lol moment on this otherwise dark place, aka, X.

[Virginia, Ice Out @bTheResistance]

@dufitalexis1 AI slop

[Virginia, Ice Out @bTheResistance]

@PaulGoldEagle @MrsOpie88 Old B.S.

[Virginia, Ice Out @bTheResistance]

Trump’s been following Orban’s authoritarian steps to fascism at a breakneck speed. Now it’s time for Americans to follow the steps and example of the Hungarian people. We must vote Trump’s yes-men out. Vote. Register to vote if 18 before 11/3/26.
If Hungary did it, we can, too!

[Reuters @Reuters]

Hungary's opposition leader Peter Magyar walked through a sea of Hungarian flags and blazing torches on April 12 as supporters celebrated his Tisza party's landslide election victory over veteran nationalist Prime Minister Viktor Orban.

[Virginia, Ice Out @bTheResistance]

@RealGemsfinder Stepford wives pay attention.

[Virginia, Ice Out @bTheResistance]

@FurkanGozukara @2323shebap Fun, but could use better editing.

[Virginia, Ice Out @bTheResistance]

@DixieDroo @thedaywar90 @Babe_in_USA Melania was not the caliber of “model” to be a Victoria Secret runway model. Forget about print!