jon ben-menachem

@jbenmenachem.com

criminalization, abolition, labor, politics, journalism—social science theory & methods too. sociology phd candidate @ columbia. @swcolumbia.bsky.social

I have had my quibbles with open science in sociology, but I do think that if people are going to start using LLMs as part of analysis, sociology journals must mandate reproducibility norms. Stochastic proprietary algorithms are not conducive to cumulative science

"We should consider the use of facial recognition tools by local police as a type of unchecked experiment on human subjects... Local police have adopted the technology to see if it "works," usually without a basis for its efficacy or guidance as to best practices." @elizabethjoh.bsky.social

Facial Recognition Technology in Policing: An American Experiment

What if we evaluated the American use of FRT in policing as if it were an intentionally designed but unchecked experiment? What features and prescriptions would

papers.ssrn.com

yea, i buy the general argument that their huge spending shows their weakness (it used to be a tacit understanding that you don't touch the israel issue, now it's open debate), but not sure what i think about their tactics in 2026. i guess if i were them i'd also still spend the money

post malone ergo propter malone@proptermalone.bsky.social · 6h ago

btw if you’re ticked at AIPAC for whatever reason them spending a maximum amount of money to barely lose is ideal, 10/10, just as a pure matter of don’t-know-ball and forward outcome for them as an organization. this cycle has been catastrophic for them purely in terms of inputs and outputs

Almost every LLM that reaches a broad audience is quantized—compressed to run cheaply. USC's Emilio Ferrara argues this compression is treated as a safety nonevent, when it should be treated as a change to the deployed system. This has policy implications, he says.

The Model You Audit Is Not the Model You Ship

Almost every LLM that reaches a broad audience is quantized—with under-appreciated ramifications for AI safety, writes Emilio Ferrara.

techpolicy.press

1.5 million primary voters seems like a large number! There’s 10 million people in Michigan. The NYC mayoral primary last year had about 1 million participants in a city of 8 million.

Just so everyone knows, this is a tried-and-true mainstream media tactic. For progressives/leftist candidates, every election is a “crucial test” and any loss would serve as proof to the media that the latest left-side moment is at its end. Any win, though, just means it’s time to find a new test.

Politico@politico.com · 2d ago

Michigan will provide another crucial test of whether progressives can not only keep up their winning streak in safe-blue seats but also break through in battlegrounds crucial for control of Congress. The stakes for the Democratic Party are huge.

"If there's one thing about the wealthy people in the United States," Lopez explained, "it's that they are big whiny babies, and that they've got a lot of money to make sure that you hear all their issues that they have with anything that goes on." hellgatenyc.com/nyc-tenants-...

NYC Tenants React to Pied-à-Terrorism: 'I Think It Speaks to How Detached Rich People Are'

A few of the millions of New Yorkers who don't own a home weigh in on the controversy.

hellgatenyc.com

"On the day classes resumed their regular scheduling in September, one protester splattered the university’s famous Alma Mater statue in red paint. Following the incident, NYPD investigators deployed an extensive array of high-tech surveillance and investigative tools to identify the alleged vandal"

NYPD Used High-Tech Surveillance to Find Gaza Paint Splatter Protester, Docs Show

Throwing paint on a Columbia statue seems minor, but the NYPD uses tremendous resources when pro-Palestine protesters are in the crosshairs.

theintercept.com

On the day that Barbara Synder, Douglas Girod and Ronald Daniels and the @aau.edu capitulated to the Trump administration, it's worth looking back at history. First. The Red Scare. @aau.edu was there to bend the knee to Senator Joe McCarthy and HUAC. 1/ www.insidehighered.com/opinion/colu...

How Elite Colleges Aided Censorship During the Red Scares

Powerful organizations during the Red Scares crafted a world where “academic freedom” was conditional on political allegiance.

insidehighered.com

Public safety governance is already a thorny topic (for the most part, the public has little power over CJ policy), and technology just makes it worse. Sarah Brayne's research shows how technologists who work with police use proprietary algorithms that resist transparency. It gets worse and worse

Jason Koebler@jasonkoebler.bsky.social · 2d ago

Exclusive: We obtained a leaked playbook that Flock gives to cops to coach them on "how to speak to city council" to avoid getting their contracts canceled. Includes strategies like "own the narrative" by talking to mayor "before public comment periods" www.404media.co/own-the-narr...

Exclusive: We obtained a leaked playbook that Flock gives to cops to coach them on "how to speak to city council" to avoid getting their contracts canceled. Includes strategies like "own the narrative" by talking to mayor "before public comment periods" www.404media.co/own-the-narr...

‘Own the Narrative’: Leaked Flock Guide Shows How It Teaches Cops to Promote Its Tech

"This document shows a coordinated effort from Flock Safety to compel law enforcement agencies to convince our elected leaders to represent their interests as a company rather than the interests of co...

404media.co

NEW: In 2025 ICE obtained DNA from nearly one million people and funneled it into an FBI criminal database. The collection likely included DNA from young children and was backed by the threat of criminal prosecution. The raw genetic material is stored indefinitely. Free to read:

ICE Collected Nearly 1 Million People’s DNA Last Year—Including Young Children

Internal documents show ICE's DNA collection has skyrocketed in the second Trump administration. Now hundreds of thousands of people never convicted of a crime are in an FBI criminal database forever.

wired.com

cranky late night academic opinion: a lot of complaints about “capitalism” that you see online are more fundamentally about the obligation to work, which is a characteristic of basically all forms of historical political economy

This paper shows that immigration enforcement can _increase_ crime. Undocumented immigrants already have the lowest crime rate, but tough-on-immigration policy makes immigrants less likely to report crime. So immigration enforcement worsens the problem it was ostensibly meant to solve

Community Engagement and Public Safety: Evidence from
Crime Enforcement Targeting Immigrantst
By FELIPE GONÇALVES, ELISA JÁCOME, AND EMILY WEISBURST*
We study the role of victim reporting in the production of public safety.
We examine the Secure Communities program, a crime-reduction policy that involved police in detecting unauthorized immigrants and increased deportation fears in immigrant communities. We find that the policy reduced the likelihood that Hispanic victims report crimes to police and increased offending against Hispanics. The number of reported crimes is unchanged, masking these opposing effects. We show that reduced reporting drives the offending increase and provide the first elasticity of offending to victim reporting in the liter-ature, calculating that a 10 percent decline in reporting increases offending by 7.9 percent. (JEL J15, K37, K42)