Kristen Ruby Profile picture
Apr 1 9 tweets 3 min read Twitter logo Read on Twitter
The entire backend infrastructure of Twitter's political misinformation Machine Learning model was built to monitor for every U.S. government agency.

Who built this ML model?

Twitter or the U.S. government?

IMO- Twitter didn't build it. They deployed it.
"Twitter created a data science team that was focused on combatting U.S. political misinformation.

This new division was created after the 2016 election.

The team was comprised of data scientists who frequently corresponded with Trust and Safety at Twitter as well as third… twitter.com/i/web/status/1…
Pay attention to the details here in The Ruby Files reporting. This entire new "division" at Twitter was built after 2016. That model was new and created only after the 2016 election.
Explain what political misinfo is.

“It’s a type of policy violation. It was originally formed in 2016 in response to the numerous fake news and memes generated during that election.

The U.S. political misinfo was a data science division Twitter formed in 2016 to combat… twitter.com/i/web/status/1…
"It (the model/ detection list) was created by working with the Trust and Safety people who were the experts… with the government…with human rights groups and with academic researchers. That is how we got wind of these terms.

We definitely worked with various government… twitter.com/i/web/status/1…
Why are you talking to me?

“I want full transparency. I wish Twitter had been more transparent with their decisions. If you are transparent… they would not release the specific terms they were searching for.

If you tell people.. this is what we are looking for and are open… twitter.com/i/web/status/1…
Yes.
If you want to understand where Elon stands on free speech - it couldn’t be any clearer.

Were the disinfo/ misinfo word lists supplied by the U.S. government released yesterday?

No. They were not.

If you still can’t understand what is going on - maybe follow someone else.
I did not get the sense that the data scientists were “bad actors.”

Rather, I got the sense they were being used to do work for the government without ever really understanding it.

It was packaged as trying to prevent harm. They believed in the mission.

Silo info and corp… twitter.com/i/web/status/1…

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Kristen Ruby

Kristen Ruby Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @sparklingruby

Apr 2
I really would just like to know what the new n grams are.

This is a fair and reasonable request for a free speech platform.

I would not ask Facebook this question because they never promised free speech.

The expectations are significantly higher for a platform that did.
If you don’t want to share the weights fine- I get it.

But users need to know what terms indicate:

🔘Misinformation
🔘Toxicity
🔘Abuse

Why?

So that they can make an informed decision if they want to continue to use the platform.

The problem is that users are being… twitter.com/i/web/status/1…
The key takeaway here is do not promise something you can’t deliver.

No ML driven platform that is compliant with the law will ever truly have “free speech.”

I get it. But they don’t.

Stop making this so hard.

It doesn’t bother me that you still need to include the words… twitter.com/i/web/status/1…
Read 4 tweets
Apr 2
😂 Image
Image
“I understand not releasing weights and models, but there are strange discrepancies in this supposed "open source algorithm.” Image
Read 4 tweets
Apr 2
The most incredible thing to see is people finally waking up to what I have said for months.

Tons of tweets calling out the fact that NO model weights were released.

For months I was the only one saying this.

Not anymore.
It will soon become apparent to you that what I have said is correct.

You can’t have free speech without understanding how speech is constructed or dismantled on an ML driven platform.

Period.
This is really so basic and as soon as he explains this to you I can then move on.

But if you understand how my brain works - you know that I will not move on until he explains this to the public.

They need to understand this information. It’s very important.
Read 4 tweets
Apr 1
Another one bites the dust.

Cause of suspension: unknown.

“What did Rudy do?”

I guess we will never know.
I don’t even know who this person is. But I would like to know what he did to deserve a lifetime ban.
Read 4 tweets
Apr 1
Riveting file drop today Elon.

Any reason why these ML files were left out?
Read 4 tweets
Apr 1
Re Tucker Carlson opening segment A block & where SBF $ went- look into Anthropic
Read 5 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us on Twitter!

:(