Mark Carr retweeted
theyโre selling millennial-branded emergency radiation exposure medication (pills you take when nuclear war starts to increase your odds of survival) with buy-now-pay-later options.
Mark Carr retweeted
๐๐๐๐๐๐ ๐
๐๐๐๐ ๐๐๐๐๐๐ ๐๐๐๐๐ ๐๐๐๐ ๐ ๐๐๐๐๐ ๐๐๐๐ ๐๐๐๐๐๐๐๐๐ ๐๐๐๐๐ ๐๐ ๐
๐๐๐๐๐๐ ๐๐ ๐๐๐ ๐๐๐๐
In December 2020, Google fired ๐๐ซ. ๐๐ข๐ฆ๐ง๐ข๐ญ ๐๐๐๐ซ๐ฎ, the co-lead of its Ethical AI team, because she refused to retract a 14-page paper called ๐๐ฏ ๐ต๐ฉ๐ฆ ๐๐ข๐ฏ๐จ๐ฆ๐ณ๐ด ๐ฐ๐ง ๐๐ต๐ฐ๐ค๐ฉ๐ข๐ด๐ต๐ช๐ค ๐๐ข๐ณ๐ณ๐ฐ๐ต๐ด. The paper had not even been published yet. ๐,๐๐๐ ๐จ๐ ๐ก๐๐ซ ๐จ๐ฐ๐ง ๐๐จ๐ฅ๐ฅ๐๐๐ ๐ฎ๐๐ฌ ๐ฌ๐ข๐ ๐ง๐๐ ๐๐ง ๐จ๐ฉ๐๐ง ๐ฅ๐๐ญ๐ญ๐๐ซ saying the company's version of the story โ that she had resigned โ was a lie.
Five years later, every prediction inside that paper has come true.
Hallucinations. The paper argued that large language models trained on internet-scale scrapes would produce systems that sounded fluent but had no actual understanding โ statistical parrots that would fool both users and developers into trusting outputs that were structurally incapable of being reliable. The hallucination problem now defines the industry.
Bias amplification. The paper predicted hiring tools that would discriminate against women, healthcare triage that would underperform on Black patients, and lending algorithms that would entrench inequality while presenting their decisions as neutral. Every one has now been documented. Amazon's hiring algorithm penalized resumes that mentioned the word โ๐ธ๐ฐ๐ฎ๐ฆ๐ฏโ. Apple Card's credit algorithm gave wives credit lines 10x lower than their husbands at the same financial profile.
Environmental cost. In 2024, Google's emissions were up 48% from 2019; Microsoft's up 29%. Both companies blamed AI infrastructure and quietly walked away from climate commitments they were celebrating the year Gebru was fired.
Undocumentable datasets. The paper said the training data was already too large for anyone to audit. In 2023, researchers found that LAION-5B โ used to train Stable Diffusion โ contained thousands of images of child sexual abuse material. The companies training on it had no way of knowing.
Model collapse. The paper predicted that AI-generated content fed back into training would degrade languages and centralize cultural power in the small number of firms that could afford to train. A 2024 study found that 57% of new English-language web content is now AI-generated or AI-assisted.
The deeper point of her work is the one the industry refuses to quote. ๐๐ก๐ ๐ญ๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐ฐ๐๐ฌ ๐๐๐ข๐ง๐ ๐๐ฎ๐ข๐ฅ๐ญ ๐๐ฒ ๐ ๐ฌ๐ฆ๐๐ฅ๐ฅ ๐ ๐ซ๐จ๐ฎ๐ฉ ๐จ๐ ๐ซ๐๐ฌ๐๐๐ซ๐๐ก๐๐ซ๐ฌ, ๐๐ญ ๐ ๐ฌ๐ฆ๐๐ฅ๐ฅ ๐ง๐ฎ๐ฆ๐๐๐ซ ๐จ๐ ๐๐จ๐ฆ๐ฉ๐๐ง๐ข๐๐ฌ, ๐ซ๐๐ฐ๐๐ซ๐๐๐ ๐๐จ๐ซ ๐ฌ๐ก๐ข๐ฉ๐ฉ๐ข๐ง๐ ๐๐๐ฌ๐ญ. Anyone who raised safety or ethics concerns inside the system was ignored, sidelined, or removed. Gebru was making that argument from inside Google. Then Google proved her right by removing her.
Margaret Mitchell, the other co-lead of Ethical AI, was fired two months later for searching her own email for evidence of how Gebru had been treated. The Ethical AI team was dismantled in 90 days.
Gebru founded ๐๐๐๐ (๐ญ๐ก๐ ๐๐ข๐ฌ๐ญ๐ซ๐ข๐๐ฎ๐ญ๐๐ ๐๐ ๐๐๐ฌ๐๐๐ซ๐๐ก ๐๐ง๐ฌ๐ญ๐ข๐ญ๐ฎ๐ญ๐) in 2021 to do AI research outside the control of the companies that have a financial interest in not hearing the answers. The number of researchers willing to speak publicly about safety inside the major labs collapsed after her firing and has not recovered.
๐๐จ๐จ๐ ๐ฅ๐ ๐๐ข๐ซ๐๐ ๐ก๐๐ซ ๐๐จ๐ซ ๐ญ๐๐ฅ๐ฅ๐ข๐ง๐ ๐ญ๐ก๐ ๐ญ๐ซ๐ฎ๐ญ๐ก ๐๐๐จ๐ฎ๐ญ ๐ ๐ฉ๐ซ๐จ๐๐ฎ๐๐ญ ๐ญ๐ก๐๐ญ ๐ข๐ฌ ๐ง๐จ๐ฐ ๐ญ๐ก๐๐ข๐ซ ๐ฆ๐๐ข๐ง ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ. ๐๐ก๐ ๐ฉ๐๐จ๐ฉ๐ฅ๐ ๐ข๐ง๐ฌ๐ข๐๐ ๐๐จ๐จ๐ ๐ฅ๐ ๐ฐ๐ก๐จ ๐๐ ๐ซ๐๐ ๐ฐ๐ข๐ญ๐ก ๐ก๐๐ซ ๐๐ซ๐ ๐ง๐จ๐ญ ๐๐ฅ๐ฅ๐จ๐ฐ๐๐ ๐ญ๐จ ๐ฌ๐๐ฒ ๐ฌ๐จ.
Mark Carr retweeted
A Stanford psychologist spent 4 years proving that the simple act of walking generates 60% more creative ideas than sitting, and the experiment she designed to kill every alternative explanation is one of the most decisive findings in modern psychology.
Her name is Marily Oppezzo.
She got the idea for the study while walking with her advisor at Stanford to discuss her thesis topic, and the paper she eventually published in the Journal of Experimental Psychology in 2014 is sharp enough that it should have ended the seated meeting on the day it came out.
She ran 4 experiments on 176 people. Same person tested twice. Once sitting, once walking. The creativity tasks were the standard ones psychologists have used for decades to measure how good a brain is at generating novel useful ideas.
The result was almost too clean to publish.
81% of participants in the first experiment produced more creative ideas while walking than while sitting. In the second experiment, 88%. In the third, 100%. Every single person walked into a more creative version of themselves.
On average, people generated 60% more novel useful ideas the moment their legs started moving.
The skeptical question is the obvious one. Maybe it was the fresh air. Maybe it was the scenery passing by. Maybe it was the change of environment doing the work, not the walking itself.
Oppezzo killed every one of those explanations with one experimental decision.
She put people on a treadmill facing a blank wall. No scenery. No fresh air. No environmental change. Just legs moving in place while staring at white drywall. The 60% boost held.
Then she ran the experiment that closed the case completely. She took participants outside in two conditions. Half of them walked through a Stanford courtyard. The other half were pushed through the exact same courtyard in a wheelchair. Same outdoor stimulation. Same scenery passing at the same speed. The only difference was whether the legs were moving.
The walkers produced dramatically more novel high-quality ideas than the wheelchair group. The outdoors did almost nothing on its own. The walking did everything.
This is the part of the study that hit hardest when I read it the first time.
She also tested the opposite kind of thinking. Convergent thinking. The kind where there is one right answer and you have to narrow down to it.
Word puzzles where 3 words share a hidden fourth word that connects them. The seated participants did slightly better on these. Walkers got slightly worse.
Walking is not a general intelligence enhancer. It does one specific thing. It opens up the divergent search inside your brain. The part that generates options. The part that produces unexpected connections. The part that takes a problem and finds five ways into it instead of one.
When you need to converge on the single right answer, sit down. When you need to find the answer in the first place, get up.
The mechanism is now well understood. Walking selectively activates what neuroscientists call the default mode network, the system inside your brain that runs when you are not consciously focused on anything. The DMN is where mind-wandering happens. Where memories cross-reference each other. Where ideas that have been sitting in separate folders inside your head finally bump into each other.
When you sit at a desk and force yourself to concentrate, you suppress the DMN. When you walk at a natural pace, the executive part of your brain gets just busy enough handling the walking that the DMN comes online and starts doing the work that focus was blocking.
The most useful finding in the entire paper is the one almost nobody quotes.
The boost did not turn off the moment people stopped walking. Participants who walked first and then sat back down stayed elevated. Their next round of seated creativity work was still significantly better than people who had been sitting the whole time. The rest lingered for at least several minutes after the legs stopped moving.
You do not need to do creative work while walking. You need to walk before the creative work. The brain holds the state.
The history of this is the part that should haunt anyone who still does meetings in chairs.
Charles Darwin built a gravel loop behind his house in Kent called the Sandwalk and walked it 3 times a day for the rest of his life. The theory of evolution was developed one lap at a time on that path.
Nietzsche walked up to 10 hours a day during the years he wrote his most important books and openly said the work was conceived on his feet.
Beethoven composed for the morning and walked for 5 hours every afternoon with a pencil in his pocket for when something landed.
Kahneman said the best thinking of his Nobel Prize-winning career happened on leisurely walks with Amos Tversky. Steve Jobs refused to take important conversations sitting down. He held them on foot.
Every one of them was using the system Oppezzo would not measure until 2014. They just did not know what to call it.
The question worth sitting with is the one almost nobody asks.
Every meeting you have ever attended sitting around a table was a meeting held at a fraction of the brain power that was actually available to the people in the room. Every brainstorm that got stuck inside a conference room. Every problem you tried to solve at a desk and gave up on. Every idea you could not quite get to.
The intervention is the easiest one in modern science. No supplement. No app. No subscription. No training program. Just a pair of legs and 15 minutes.
The Stanford lab proved it. The philosophers knew it. The neuroscience explains it.
And almost everyone reading this is still trying to think their way out of problems sitting completely still.
Mark Carr retweeted
i have been spending the last 5 months building and testing ai programs for dogs to control the computer since @paulg wrote this, starting with tracking and games and getting to productivity tools
xitter.cf/paulg/status/186732068โฆ
Shitty corporate behavior: Forced to install MLB app to park for a non-MLB event. Was signed up for *nine* email newsletters! And then unsubscribe didn't work. Terrible marketing @MLB.
Mark Carr retweeted
Story I learned last night:
I started Girl Scouts in first grade and was an active scout until I was 17 (12th grade)โdid ALL the GS stuff and loved my scouting experience. I was a GS national delegate.
My troop, 1001, was in Detroit and almost all black.
Senator Schumer Votes to Let the Big Wooden Horse into Troy mcsweeneys.net/articles/senaโฆ
"Yes, thereโs danger in opening our gates to this statue. But thereโs also danger in keeping it outโฆ the danger of eroding the sanctity of the gift-giving process"
Mark Carr retweeted
There have been 4 playoff games all-time where 2 QBs combined for:
400+ passing yards
80+ rushing yards
65.0% completions
3 or more 25+ yard completions
5+ total TDs
no more than 1 turnover
All 4 were between Josh Allen & Patrick Mahomes.
A terrific story of Germans stealing a golden bisquit. Hijinks ensue.
Odd this day by Coates link.medium.com/1dBjIBK9pQb
Mark Carr retweeted
We never had blizzard warnings from the Gulf of Mexico. The Gulf of America sucks.
A biologist on the Silurian hypothesis: "the ancient cephalopod civilization is one of the poetic believes I keep...to remind myself of my pre-grad student, sci-fi devouring teenage self"
The Silurian Hypothesis: It was the Cephalopods โ Pacificklaus pacificklaus.com/the-siluriaโฆ
Mark Carr retweeted
Someone from @piersmorgan's staff asked if I would like to come onto Pier's show, Piers Morgan Uncensored, to talk about the state of his attire. Since he invited feedback, I thought I'd do a thread comparing his style to menswear icon Kermit the Frog. ๐งต
Mark Carr retweeted
Someone should probably tell the rich that workers banding together to present formal address of grievances is the alternative we worked out a long time ago to breaking down the factory owner's front door and beating him to death in front of his family? I feel like they forgot.
Mark Carr retweeted
US states where The Beatles are more popular than Jesus Christ (based on Google searches from 2004 to present)
Mark Carr retweeted
The finding that young women are becoming a lot more liberal while young men are becoming a lot more conservative DOES NOT REPLICATE in the Cooperative Election Study.
In fact, the two lines have run in almost perfect parallel for the last 15 years.





























