People Are Highly Cooperative with Large Language Models, Especially When Communication Is Possible or Following Human Interaction
Pawe{\l} Niszczota, Tomasz Grzegorczyk, Alexander Pastukhov
https://arxiv.org/abs/2507.18639
Here’s the key point: Trump’s corruption of justice isn’t just individual; it’s categorical. We have grown accustomed to him rewarding his loyalists and punishing his critics. That he fired the prosecutors who worked on his federal criminal cases while pardoning the Jan. 6 rioters represents a textbook case of individual favoritism.
The Trump administration’s abuse of the civil rights division is something else entirely. It had already initiated a “litigation freeze” on filing new civil rights cases, and it had indicated that it was even going to reconsider previous settlements and consent decrees intended to address police misconduct.
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Civil rights laws are designed in part to protect innocent citizens — including, of course, innocent citizens from minority communities — from unjust government officials. Here, the legal world is turned upside down. The Justice Department is using its civil rights division to protect an unjust government official who violated the civil rights of an innocent individual.
#USPolitics
https://www.nytimes.com/2025/07/20/opinion/dillon-taylor-justice-trump.html?unlocked_article_code=1.X08.0DWy.hF58YNdciy3A&smid=url-share
Browns WR Diontae Johnson believes Kenny Pickett will emerge as starting QB after camp competition https://www.nfl.com/news/browns-wr-diontae-johnson-believes-kenny-pickett-will-emerge-as-starting-qb-after-competitio…
Local feature filtering for scalable and well-conditioned Random Feature Methods
Jan Willem van Beek, Victorita Dolean, Ben Moseley
https://arxiv.org/abs/2506.17626
Last leg on our brief history of NLP (so far) is the advent of large language models with GPT-3 in 2020 and the introduction of learning from the prompt (aka few-shot learning).
T. B. Brown et al. (2020). Language models are few-shot learners. NIPS'20
https://…