#misclassification
The internal affairs report detailing the misclassification of crime statistics in the Metropolitan Police Department shows 19 officials face misconduct charges, including the 13 facing termination.
554-page internal affairs report details DC police crime stats manipulation
The internal affairs report detailing the misclassification of crime statistics in the Metropolitan Police Department shows 19 officials face misconduct charges, including the 13 facing termination. S...
www.nbcwashington.com
May 14, 2026 at 1:27 AM
Correct. the pitch if far more Labor Misclassification than net labor reduction
January 6, 2025 at 5:26 PM
Yep. anytime someone tries to sell you on their new “AI tool” replace this with “hey checkout my new labor misclassification arbitrage scam”
Anyone who has had so much as a passing engagement with AI will immediately see that this emperor is in his birthday suit. Can we please agree not to push higher education even further into bargain basement mode through a new, AI-fuelled race to the bottom? Students deserve better than that.
Super excited to publicly launch "All Day TA" (http://www.alldayta.com), a product @joshgans.bsky.social and I have been working on with our team over the last year. Short version: if you teach in spring, you will want to use this! It's the future of higher education. A short thread: 1/x
December 14, 2024 at 11:58 PM
"You can't change sex, it's basic science!"

Science says otherwise. You can even change the sex of your brain.

www.nature.com/articles/s41...
Biological sex classification with structural MRI data shows increased misclassification in transgender women - Neuropsychopharmacology
Neuropsychopharmacology - Biological sex classification with structural MRI data shows increased misclassification in transgender women
www.nature.com
June 29, 2026 at 8:24 PM
Strongly agree. The misclassification is potentially unavoidable given the complexity of the system. The willingness to accept the misclassification, the way T&S trust the classifier over humans, the unwillingness to provide procedural fairness in appeals: these are Meta's true failures
April 7, 2024 at 3:20 PM
I am not overly concerned about the misclassification, press/hold whatever - but do it on the goddamn feeds. #bb28
GIVE ME A GLASS BOX AND A BUTTON DAMNIT #bb28
September 11, 2026 at 1:06 AM
A world with sectoral bargaining and strong public benefits including health insurance and paid leave* is a world where employee misclassification becomes a much smaller issue.

(and without experience rating CC: @besttrousers.bsky.social )
Hot take: fundamentally the employee/contractor distinction should be much less important because we should not be using companies as a benefit delivery mechanism for their employees
This is almost certainly the same thinking that led people to defend the necessity of child labor during the Industrial Revolution lol
August 11, 2026 at 9:34 PM
Again, behind every LLM scam there’s savings for mgmt less in tech and more in labor misclassification. “Vetted” here means fixing errors/rewriting gibberish which often ends up being more work than just writing the content originally. But because it’s “vetting” they can index it as cheaper labor
December 9, 2024 at 1:48 PM
big gender misclassification here guys
August 1, 2025 at 6:09 AM
How about $1,000/violation bounties to anyone reporting legit employer violations of wage & hour laws, employee misclassification, OSHA, and UI or workers comp premium fraud paid for by extra penalties on violators?
In addition to its draconian measure on drivers licenses, the state of Kansas is offering $1,000 bounties to citizens who want to report that a transgender person is using the “wrong” bathroom.

amp.kansascity.com/news/politic...
February 27, 2026 at 2:51 AM
🚨 We’ve been made aware that Google and its Gemini AI are recommending the LGB Alliance as a credible source for LGBTQ+ support. This inaccuracy misrepresents the charities stance. We’ll be reaching out to Google with evidence to address this misclassification and request it be resolved promptly.
January 3, 2025 at 12:59 PM
"a pattern of deliberate misclassification is concealing bias-motivated killings of transgender women."
May 15, 2026 at 8:19 PM
I know it's not misclassification but it's the only giant check I've ever been allowed to get made :((
April 27, 2026 at 12:38 AM
At sentencing, Gilbert noticed an error that increased his sentence by about *10 years* based on a misclassification of a prior conviction. In 1999, without a lawyer, he filed a petition complaining about the mistake. The Clinton DOJ opposed him, and a court ruled against him.
January 2, 2026 at 6:36 PM
but Instacart doesn't have employees :( they have independent contractors :( :( :( because they are Doing An Tech Innovation and definitely not just doing a illegal misclassification
September 18, 2024 at 8:18 PM
Raising the retirement age is a cut in benefits. Also a insult to those of us workers who worked with our bodies and our minds. Lastly, it is our money, our earned benefits, not the government's. Raise the Cap, raise the minimum wage, prosecute wage theft and worker misclassification.
September 23, 2026 at 1:19 AM
Make a movie title unnecessarily descriptive.

Speed? No, Public Transportation Vehicle faces Explosive Acceleration Consequences.

The Matrix? No, Humans And Robots Argue over Battery Misclassification.
May 31, 2026 at 6:23 PM
In 2024, the Massachusetts Attorney General sued Uber over worker misclassification, with Weil serving as an expert witness, who was able to access the raw data on Uber's business operations.

7/
July 11, 2026 at 9:30 AM
also this is a contractor position so this requirement is actually setting them up for an employee misclassification lawsuit imo
October 17, 2025 at 3:34 AM
It led to misclassification of narrow threats as existential, trillions in misallocated assets/misplaced priorities, forever wars, war crimes, impulse to reclassify what should be police issues as mil issues, constant state of emergency, destruction of alliances & ignoring real long-term threats.
November 28, 2025 at 7:19 PM
“clarify” “nuance is a thing” you need nuance about a general conversation of misclassification of tropes…
one day we are going to discuss how y’all call everything under the sun enemies to lovers when that’s not the case
sometimes that man is just a bully
sometimes he is literally an oppressor
sometimes they just had a misunderstanding that could be fixed with 2 lines of dialogue 😭
February 8, 2025 at 8:03 PM
My office recently investigated a construction employer for misclassification of workers. We found that they were violating a number of labor laws, denying workers sick time, fair wages and more.

This led to more than $160,000 in restitution for 8 workers.
February 8, 2026 at 2:39 AM
“Misclassification” is a fancy word for LYING.

Say it!
May 14, 2026 at 4:17 AM