Ro Encarnación

@rone.bsky.social

PhD in progress at Penn HCI. I work on HCI + algorithmic justice + public sector AI policy. roencarnacion.com

Everyone who says that you need to learn and use AI heavily right now to avoid being permanently left behind is telling you that they believe the future will feature profound and inescapable inequality and they’re okay with that.

Today in horrific news: House Republicans introduced the "Clean Water for All Life Act" requiring a health provider present for medication abortions. First, the bill opens with "chemical abortion" which is not even the correct term. So that should tell you a lot about this garbage bill. >> 🧵

Thanks for continuing to read, cite, and share this paper. It remains controversial in some corners of the discipline, but I stand by it completely. Many Black folks don’t use terms “liberal” and “conservative,” which makes the liberal-conservative scale a noisy tool for studying Black politics.

Daniel Laurison@daniellaurison.bsky.social · 5mo ago

Or for another example there's this great @hakeemjefferson.bsky.social paper on how Black "conservatives" mean something different when they tick "conservative" on surveys than what the people interpreting surveys think they should mean. academic.oup.com/poq/article-...

In Portland, the Water Bureau is piloting an algorithmic pricing system to automate bill discount levels. I've reported extensively on this otherwise ignored project. Lawmakers in CA have introduced several bills to regulate algo pricing, a very nuanced area. My reporting and more on CA follows:

Leaving Money on the Table: Inside Portland Water Bureau’s Algorithmic Pricing Program

Portland is testing a machine learning algorithm for water bill pricing that promises both affordability and higher revenues. Here’s the first in-depth analysis of the program and the tech be…

redtailmedia.org

With such low AI literacy rates (and low literacy rates in general -- another convo on critical thinking) and inequitable information access, can we move beyond putting the onus on consumers of these tools to be more responsible?

Electronic Frontier Foundation@eff.org · 7mo ago

“I would urge people not to think that the technology is the same as a well-resourced, thoughtful, research-driven medical professional,” EFF’s Cindy Cohn told @apnews.com. “People need to remember that these are just tools.”

Can public involvement in AI evaluation improve the science? Or does it compromise quality, speed, cost? In @pnas.org, Megan Price & I summarize challenges of AI evaluation, review strengths/weaknesses, & suggest how participatory methods can improve the science of AI www.pnas.org/doi/10.1073/...

How public involvement can improve the science of AI | PNAS

As AI systems from decision-making algorithms to generative AI are deployed more widely, computer scientists and social scientists alike are being ...

pnas.org

Another day when the assimilation of the internet into a tiny number of hands becomes obvious. AWS (Amazon web services) goes down and takes half the internet with it!

I'm convinced that many current "safety guardrails" in generative AI systems are merely financial and political risk mitigation strategies. They are meant to protect companies first, not users.

Amazon has to pay $1.8 billion due to deceptive Prime subscription practices and change those same practices as part of an FTC settlement. It’s time to screenshot for posterity and wait for Amazon to use the settlement to raise Prime. Penalizing customers for what they did TO them.

Ro Encarnación@rone.bsky.social · last yr.

I know the FTC is already fighting this but I’m gathering more receipts for my own purposes. Amazon did try to subscribe me again after I cancelled. I then deleted all my payment options. So why did they try charging my card this morning?? Looks like they don’t delete your payment info either.

The dark patterns in abortion crisis pregnancy center websites are a special level of insidious and predatory. The "For Men" section in some of these websites goes to show how far they'll go. This screenshot is an example. The "Your" here is not referring to the pregnant person.

A snippet of text from an abortion crisis pregnancy center website's "For Men" section.

is your workplace trying to force ai on you? is a family member giving ai too much power in their life? are you sick of billionaires destroying the environment and making life worse for everyone? here's a list of resources 10+ pages long to help you fight back: docs.google.com/document/d/1...

Questioning AI Resource List

Excellent summary of major problems with companies’ focus on AI written by expert in machine learning: https://ludic.mataroa.blog/blog/i-will-fucking-piledrive-you-if-you-mention-ai-again/ Another g...

docs.google.com

Google is also trying to lock in schools to a particular set of ideas that it claims to be based on "learning science" with its new LearnLM/Guided learning bot. It's a *theory lock-in* to a very attenuated version of learning theory. blog.google/outreach-ini...

Guided Learning in Gemini: From answers to understanding

Guided Learning is a new mode in Gemini that helps you learn and study by building a deep understanding instead of just getting answers.

blog.google

I want to see more of this! One person close to me who works as a SWE at a major company explained how bad it is right now. They are forced to have "AI goals", have full-day meetings teaching folks how to vibe code, and no one has tracked actual productivity.

Dr Abeba Birhane@abeba.blacksky.app · last yr.

despite popular beliefs, incorporating "AI" in workflows does NOT reduce time. "when developers use AI tools, they take 19% longer than without—AI makes them slower" metr.org/blog/2025-07... the stark difference between forecasts and actual results in the plot is damming