Charlotte Willner

@charlottewillner.bsky.social

You fell victim to one of the classic blunders: following me for trust and safety content. Enjoy the egg memes.

@techpolicypress.bsky.social was kind enough to host my reflections on just how far we’ve already come with AI-assisted content moderation. We’ve got a long way to go, but the difficulties that used to serve as (legitimate) excuses are fading fast. www.techpolicy.press/ai-is-removi...

AI is Removing Bottlenecks to Effective Content Moderation at Scale

Zentropi's Dave Willner says LLM-driven technology can now accomplish content classification at the scale necessary for moderation on large platforms.

techpolicy.press

Reminder: All it would take to end the murder of American citizens by an untrained government goon squad is 16 Republicans in Congress voting with Dems to defund ICE (or 23 to impeach and remove Trump — 3 in House & 20 in Senate). That’s it. 23 Americans can vote for the public and end all of this.

ICE secretly told its officers that any time someone has been ordered removed, ICE can break down their door. It has been accepted for generations that the only thing which can authorize agents to break into your home is a warrant signed by a judge. No wonder ICE hid this memo!

May 12, 2025 

 MEMORANDUM FOR: All ICE Personnel

FROM: Todd Lyons Acting Director 
SUBJECT: Utilizing Form I-205, Warrant of Removal 

On January 20, 2025, President Donald J. Trump issued Executive Order 14159, Protecting the American People Against Invasion, directing the Secretary of Homeland Security to "ensur[e] the successful enforcement of final orders of removal." 90 Fed. Reg. 8443, 8444 (Jan. 20, 2025) (E.O. 14159). Essential to the removal of aliens subject to final orders of removal is the ability to locate and arrest them. To this end, certain supervisory immigration officers within both Enforcement and Removal Operations (ERO) and Homeland Security Investigations (HSI) are authorized to issue an administrative warrant, Form I-205, Warrant of Removal (Form 1-205), for the arrest of an alien with a final order of removal. 8 C.F.R. § 241.2(a)(1). All U.S. Immigration and Customs Enforcement (ICE) special agents and deportation officers are authorized to execute Forms 1-205. 8 C.F.R. § 287.5(e)(3)(iii) - (y)

Although the U.S. Department of Homeland Security (DHS) has not historically relied on administrative warrants alone to arrest aliens subject to final orders of removal in their place of residence, the DHS Office of the General Counsel has recently determined that the U.S. Constitution, the Immigration and Nationality Act, and the immigration regulations do not prohibit relying on administrative warrants for this purpose. Accordingly, in light of this legal determination, ICE immigration officers may arrest and detain aliens subject to a final under of removal issued by an immigration judge, the Board of Immigration Appeals (BIA), or a U.S.Arrow) district court judge or magistrate judge in their place of residence.23 ICE immigration officers should consider all available enforcement mechanisms, including the use of a Form 1-205 to arrest an alien in their place of residence, to achieve the requirements of E.O. 14159 in accordance with applicable law and policies. This guidance informs the use of Forms 1-205 and provides to ICE law enforcement personnel a reminder of the general limitations and exceptions that may apply when effectuating arrests in an alien's residence. General Guidelines ICE law enforcement officers receive extensive training on the legal and procedural requirements for making administrative and criminal arrests. ICE personnel must remain cognizant of all existing laws and policies pertaining to arrests when carrying out civil immigration enforcement actions. Prior to entering a residence to conduct an administrative immigration arrest pursuant to Form I-205, officers and agents must ensure the Form 1-205 is properly completed and is supported by a final order of removal issued by an immigration judge, the BIA, a U.S. district court, or a magistrate judge. This is essential because that order establishes probable cause. Officers and agents must also have reason to believe that the subject alien resides at and is currently located in the address where the Form I-205 is to be served.

We just published the methodology behind CoPE, our 9B parameter model that matches GPT-4o at content classification at 1% the size! The model is already open source, but now we're sharing our training technique. blog.zentropi.ai/how-we-built... 🧵 1/6

How we built CoPE

We just published the methodology behind CoPE. This is the model that powers Zentropi, and we think the approach might be useful for others working on policy-steerable classification systems. We had ...

blog.zentropi.ai

Let’s talk about abolishing ICE. Very few people who say “abolish ICE” mean “abandon all immigration enforcement.” Rather, they mean “the structure of immigration enforcement is irretrievably broken and needs to be reorganized, just like we did 23 years ago when we created ICE.” /1

BREAKING: James Rodden, an ICE prosecutor who the Observer identified last year as the operator of an X account that posted “America is a White nation," “‘Migrants’ are all criminals,” and apparent praise of Adolf Hitler, appeared to be back at work Tuesday. www.texasobserver.org/ice-prosecut...

ICE Prosecutor Who Runs Racist X Account Returns to Dallas Immigration Court

James Rodden, who the Observer identified last year as the operator of the account that routinely posted hateful statements, appeared to be back at work Tuesday.

texasobserver.org

This is what AI-assisted trust and safety can look like. When a platform doesn't prevent this kind of abuse, it's not because they can't figure out how. It's because they've decided not to. 🧵 6/6

Over the weekend I used Zentropi to build a labeler that blocks requests to use AI to undress or sexualize real people. The labeler itself took maybe 30 minutes to a first solid draft, with another 30 minutes of tweaking. In my testing it's got an F1 of .98 on real examples pulled from X. 🧵 1/6

Frey: "Last week a group of our city's Public Works employees were stopped by ICE agents. 3 of the 4 employees were not white. The ICE agents asked to see the IDs of the 3 non-white employees and didn't even bother to ask the white employee for identification."

Marco Rubio is reportedly saying Maduro will stand trial in US courts. Which means it’s now the US administration’s position that US courts can hold foreign presidents, but not the US president, accountable for crimes.