alabaster

And then Bear regularly goes “WHATS NONBINARY”

And we’re like “LIKE 👏 DORSET 👏 BEAR. LOCK THE FUCK IN”

Many years ago, my oldest, R, now age 10, came home from a playdate and asked "who was the other lady at [friend]'s house?"

Well, buddy, that's his mom.

No, R insisted, because he knew [friend]'s mom.

Well, buddy, [friend] has two moms.

R's mind was blown. That's possible? A person can have two moms? Since when???

1. The court holds Google responsible for statements made by its AI, considering them Google's statements (search engines have limited liability for results in their engine as they're the words of other sites/companies/people), meaning when their AI lies/hallucinates they're liable for the defamation/harm resulting from those statements.

2. Google's defense that customers are generally aware of the lack of reliability and are responsible for fact checking was dismissed. As the court pointed out, that would "significantly diminish" AI Search's stated purpose and it can't be distinguished from Google's business practices/statements as a search tool.

3. Studies have found about 91% of Google's everyday AI responses are accurate, leaving millions of searches per HOUR with potential liability for falsehoods. 56% of correct responses weren't supported by the sources the AI listed. Both of which mean Google is now liable for a LOT more AI "errors."

4. Google was held liable for 80% of court costs in this case and this precedent is expected to reverberate around the world. This is a massive shift from the 3rd-party search provider role Google has previously played and it comes right as they've tied ALL searches to their AI search.

Last week, the Trump administration quietly released a sweeping new federal rule that would use funding threats to force institutions across the country to reject transgender people. The 400-page proposed regulation would codify the administration's anti-trans executive orders into binding federal policy, imposing a blanket prohibition on federal funds going toward "gender ideology"

The proposed rule, formally titled "Regulation for Federal Financial Assistance," rewrites the government-wide framework governing all federal grants across every agency. Among its most consequential provisions, it requires that before a federal grant recipient can receive money, the award must pass a "pre-issuance review" conducted by a political appointee—not a career expert or peer reviewer—to ensure it is "consistent with applicable law, Federal agency priorities, and the national interest." The regulation explicitly instructs these appointees to screen for "denial by the recipient of the sex binary in humans or the notion that sex is a chosen or mutable characteristic." [...] An institution that acknowledges transgender people exist—through its policies, its training, its healthcare, its bathroom access, its HR procedures, its name-change processes—could be deemed to "deny the sex binary" or to “support the notion that sex is mutable” and have its federal funding blocked.

This torches everything. And I do mean everything.

A very abbreviated list of its ramifications include (but are not limited to):

ending funding for ALL DEI related initiatives

allowing the government to terminate grants at any point for any reason

preventing researchers from publishing, going to conferences, and being part of academic societies

requiring that topics must support the president’s agenda.

What this means, and if anything I’m under selling it, is the death of science and research in America. It allows the government to restrict any topic they please at a whims notice, putting officials who have no background in the topic in charge of deciding funding continuity. It controls what gets researched and if/how researchers are allowed to share their discoveries. There are no books to burn if the government never allows them to be written. This is fascism plain and simple.

Public comments are not a vote, it is a chance for you to say "here is an issue with this law I think you need to address" and provide justification for legal challenges if it goes forward:

"Comments raise the bar that agencies have to meet when making a rule; “if an agency fails to adequately respond to significant, relevant comments in a final rule, members of the public may seek to challenge the rule in court on that basis and claim it could be struck down.ˮ"

[note: this post is to spread awareness so non-jews see what the situation is. if you’re jewish and would be harmed by reading this — don’t.]

bonus: mr. big brain over here thinks he’s onto something

surgeonsblog

article i found this from^ (w/even more resources)

redwoods medical edge

^article where i found that

this article is short/basic/doesn’t link anywhere else, but i found it very helpful anyway

supposed to be good but to me, seemed difficult to navigate. (dp lyle)

this on the otherhand, is the jackpot (novelmalpractice)

tumblr blog centered around this topic

this is more about the common pitfalls/anachronisms of medical fiction but still helpful

writing medical scenes: useful links by paul anthony shortt

the last one im going to include is an article by a doctor about common mistakes in popular medical shows, i liked this one

Instead, Freire proposes that teachers and students act as co-creators of knowledge, where students become active participants in their own learning through questions and dialogue. Teachers are also open to changing their understanding of topics in the process of critical dialogue - the goal is not "student learns Fact A and memorizes it as presented," but instead the goal is the knowledge itself, discovered collaboratively by teacher and student, who are acting with empathy and respect towards each other. This also starts the process of the oppressed being able and empowered to question structures of power, take agency, and actively participate in the transformation of society.