Nice

"The GenAI Divide is starkest in deployment rates, only 5% of custom enterprise
AI tools reach production. Chatbots succeed because they're easy to try and flexible."

mlq.ai/media/quarte...

For success this paper suggests AI Agents have to be specialized and supervised:

arxiv.org/html/2512.04...

I have friends who are genuinely confused when I point out to them that being politically engaged is a luxury item lots of folks don't invest time or money into. They don't think deeply about politics until and unless it directly affects them. It's an alien thought (and I get it!), but it's true.

I honestly believe our most powerful position in a toxic time that feeds on cynicism, apathy,& despair is to genuinely care and act for a better world.

Cynicism is our enemy. We should check it, incl. on the left. It’s not intellectually superior. It’s the virus they’re trying to infect us with. NO

Trump is a One-Dimensional Negotiator

I'm going to get a little wonky and write about Donald Trump and negotiations. For those who don't know, I'm an adjunct professor at Indiana University - Robert H. McKinney School of Law and I teach negotiations. Okay, here goes.

two things are true;

1) Harris would not be ramping up ICE raids or denying citizenship to Native Americans

2) Harris, like all Democrats, had no plan nor intention for protecting minorities from a future Republican President doing exactly this other than "just win every election forever"

what are the steps you would only take if push came to shove?

and what constitutes a "shove"?

and how many shoves have you already gone through without noticing?

the final Alt-Right Playbook is now live.

it's called The South Bank of the Rubicon.

youtu.be/0YFdwfNh5vs

The administration took down the reproductive rights website that women need access to. So The Skimm bought a url and brought the content back. Pass this on!

Go to reproductiverightsdotgov.com