AI Bias and Justice: Rethinking Technology's Frameworks Explore the intersection of AI, gender, and justice in Joy Buolamwini's impactful journey to unveil bias in facial recognition technology.

Joy Buolamwini's facial recognition software couldn't detect her Black face. Error rate for light-skinned men: under 1%. For dark-skinned women: 34.7%.

The most important questions about AI were never technical.

citizensquill.com/2026/04/15/w...

#AIethics #AlgorithmicBias #DataFeminism

The Quiet Architecture of Voter Disenfranchisement: Executive Order 14248 On March 25, 2025, President Trump signed Executive Order 14248, 'Preserving and Protecting the Integrity of American Elections.' It's eleven sections of dense legalese wrapped in the language of fraud prevention and election security. If you read it quickly, it might even sound reasonable. That's the point. Because what this order actually constructs is an interlocking system designed to shrink the American electorate before the 2026 midterms.

The Quiet Architecture of Voter Disenfranchisement: Executive Order 14248

On March 25, 2025, President Trump signed Executive Order 14248, 'Preserving and Protecting the Integrity of American Elections.' It's eleven sections of dense legalese wrapped in the language of fraud prevention and…

#resist #resistfascism #standup #speakup

Vote NO on the SAVE Act! The SAVE Act is a trick to undermine our voting rights. Urge Congress to vote no on the SAVE ACT.

Have you heard? There’s a new bill that makes it harder for millions of eligible Americans to vote. Join me and @standupamerica.bsky.social in urging Congress to vote NO on the SAVE Act: act.standupamerica.com/letters/no-o...

Playing to an Audience of One: Pam Bondi’s War on Accountability in the Epstein Files Hearing Pam Bondi didn’t show up to seek justice for Epstein’s survivors today. She showed up to protect the powerful, smear a Holocaust victim’s granddaughter, and play to an audience of one: Donald Trump.

Playing to an Audience of One: Pam Bondi’s War on Accountability in the Epstein Files Hearing

Pam Bondi didn’t show up to seek justice for Epstein’s survivors today. She showed up to protect the powerful, smear a Holocaust victim’s granddaughter, and play to an audience of one: Donald Trump.

The Killing of Alex Pretti and the Betrayal of American Principles An ICU nurse, legal gun owner, and peaceful protester, Alex Pretti, did everything this country says it values. The state killed him for it. His execution by federal agents in Minneapolis is not an aberration; it is the logical outcome of an administration that has turned a deportation force into a domestic army and is now aiming it at its own citizens.

The Killing of Alex Pretti and the Betrayal of American Principles

An ICU nurse, legal gun owner, and peaceful protester, Alex Pretti, did everything this country says it values. The state killed him for it. His execution by federal agents in Minneapolis is not an aberration; it is the logical…

The Real Motive Behind Venezuela’s Invasion: Oil Not Justice Justice in 2026 has become an ideological mirror. Five weeks ago, a convicted drug kingpin from Honduras was pardoned and hailed as a victim of 'over-prosecution.' Today, an indicted dictator in Venezuela was extracted by a 150-aircraft armada for the exact same crimes. The difference isn't the law—it’s the 303 billion barrels of oil sitting under the Caracas soil. Welcome to the Donroe Doctrine, where the 'War on Drugs' looks suspiciously like a hostile takeover.

The Real Motive Behind Venezuela’s Invasion: Oil Not Justice

Justice in 2026 has become an ideological mirror. Five weeks ago, a convicted drug kingpin from Honduras was pardoned and hailed as a victim of 'over-prosecution.' Today, an indicted dictator in Venezuela was extracted by a 150-aircraft…

#RepublicanShutdown #GOPShutdown #ACA #Insurance #Filibuster #noGOPhealthcareplanafter15years #OBBBA

#authoritarian #constitution #fascism #fascist #military #politics #project2025 #scotus #section2 #trump #voterintimidation #voting #votingrights

The 2026 Reckoning: Will a Coordinated, Conservative Agenda Destabilize the Next Election? The health of a democracy is measured not just by the act of voting, but by the assurance that elections are accessible, fair, and free from intimidation. As the 2026 midterm elections approach, a convergence of administrative actions, legal challenges, and strategic planning suggests that the very foundation of this assurance is significantly under threat. This isn't about isolated policy changes.

The 2026 Reckoning: Will a Coordinated, Conservative Agenda Destabilize the Next Election?

The health of a democracy is measured not just by the act of voting, but by the assurance that elections are accessible, fair, and free from intimidation. As the 2026 midterm elections approach, a…

The Insurrection Act: Trump’s Dangerous Obsession and the Road to Authoritarianism In a chilling echo of past rhetoric, Donald Trump's repeated invocation of the "Insurrection Act" is far more than just rhetoric; it’s a direct threat to American democracy. This is a clear signal of his intent to deploy the military against citizens. With no genuine insurrection unfolding anywhere in the United States, his fixation on this rarely used law reveals a desperate strategy to pave the way for his authoritarian vision under Project 2025.

The Insurrection Act: Trump’s Dangerous Obsession and the Road to Authoritarianism

In a chilling echo of past rhetoric, Donald Trump's repeated invocation of the "Insurrection Act" is far more than just rhetoric; it’s a direct threat to American democracy. This is a clear signal of his intent to…

“Invasion From Within” – Authoritarianism I haven’t said much about this. Mostly because I was stunned at the sheer use of force like this in an American city by the US government. In the early morning hours of September 30, 2025, in Chica…

My first blog post! :)

citizensquill.com/2025/10/04/i...

“Invasion From Within” – Authoritarianism

I haven’t said much about this. Mostly because I was stunned at the sheer use of force like this in an American city by the US government. In the early morning hours of September 30, 2025, in Chicago's South Shore community residents of a five-story…

February 8, 2025 Yesterday the National Institutes of Health under the Trump administration announced a new policy that will dramatically change the way the United States funds medical research.

February 8, 2025

LGBTQ+ Legislative Tracking 2025

LGBTQ friends, family, acquaintances, and strangers:

This is being leveraged to track all Pro and Anti LGBTQ active legislation and their status and risk levels.

Information is strength and power. Stay focused.

docs.google.com/spreadsheets...

I took this yesterday in Newfoundland and Labrador 🇨🇦

Hi, Lawrence!! ☺️

Bishop Mariann Edgar Budde

Hero.

This is one of the vilest things he did yesterday!

You are here:

Chemical Formulas xkcd.com/3040