Will Scarbrough @willscarbrough
Technology leader passionate about education and team culture. Joined February 2010-
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A recent meta-analysis by Sinha and Kapur (2021) provides strong evidence that starting instruction with preparatory problem solving rather than direct instruction enhances students' conceptual understanding and ability to transfer knowledge. In their paper "When Problem Solving…
Use of AI is inherently democratic right now. Centralized planners cannot know how actual employees will best use LLMs. Companies that win will craft policies & use tools that encourage safe widespread experimentation. Experiments need to come before building anything centralized
One of the best research studies on generative AI's impact at work! -Using AI increases consulting work performance -Each user must learn what AI is capable of -Lower performers get more boost -Rare tasks get worse as AI users "fall asleep at the wheel" oneusefulthing.org/p/centaurs-and…
"I favor building something" "Those who build, decide" "Doing and going deep allows you to generalize and repeat" "Don’t jump to the next level without succeeding at every level." -Dr. Chris Mattmann, CTIO at NASA JPL findingmastery.net/chris-mattmann/
ELT with pyspark in your sleep? Ready to lead design to index terabytes of unstructured data? You must value autonomy, diversity, curiosity and stewardship social.icims.com/viewjob/pt1644…
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7K Followers 883 Following designer • brand @ https://t.co/hKOkYdWSPj • 2-6 week brand sprints with me ↓We have enough evidence by now that tutoring is highly effective that we really should be thinking about how to permanently embed tutoring in the regular operations of schools.
As someone who has spent the past 15 years building interactive teaching sims and games, let me tell you: We can totally build the Young Ladies Illustrated Primer with today’s AI technology. (But it would best if we altered the idea somewhat to make the pedagogy better, though)
Does anyone else who wfh eat their lunch like a rabid animal? I scarf down food in like 5 mins Kinda miss the ritual of walking to lunch with colleagues and eating like a somewhat sophisticated human being
I know of lots of education companies playing with AI tutors and what not, but does anyone have an explicit aim of pathfinding to A Young Lady’s Illustrated Primer? With all the ambition in cognitive and moral education that implies?
I always wondered how autonomous vehicles could work in the absolute chaos of driving in India- people don’t always follow the rules, humans and animals are often on roads, etc. This co only raised $3M & is in a tier 2 city (Bhopal) not known for tech. Very impressive.
Essay on AI and education in @ByrneHobart’s newsletter. Wish I could share the whole thing. The more I think about it, the more I think AI is “a subconscious of the internet, made queryable”. Worst case scenario is that it is as relevant as YouTube for education (i.e. very).
Can someone explain the science behind the first pancake always being shit and all the others after being perfect? It’s like there always needs to be a sacrificial pancake to get the griddle ready for battle
Community is everything. I met an executive based in Austin (man in his 50s) who runs a 400-person Slack group called “Team Do Stuff”. Said because of that group and one other, he has 3-4 fun events to go to every single week. I was on a group email thread in college called…
AI agents have the ability to fundamentally change the business model of enterprise software. Today, when you build a SaaS product, the primary business model is to sell seats that are tied to the end-users of your service. For "same store" sales, you can essentially grow at the…
In the age of AI, data is not the moat. Data is the water that fills the moat. You still have to dig a deep moat.
@spencerideas @chrislehmann And yet ironically…we know Socrates felt this way because Plato wrote it down. Could cognitive apathy also be misinterpreted as cognitive evolution? You don’t need to read a map anymore or way find your way through a town bc tech does that for you. It also helps you avoid…
I have talked to a lot of executives buying Microsoft Copilot for their firms. Not one seems to have considered what it means to suddenly automate the vast majority of management writing without training or reconsidering the meaning of the work. From my book, Co-Intelligence:
Attempting to alter someone else’s beliefs is an act of aggression, if not paired with a true curiosity about what they believe and whether you should believe that too.
MIT Press just published my paper on "Generative AI and Creative Learning: Concerns, Opportunities, and Choices". My ideas are still evolving: comments and suggestions welcome! mit-genai.pubpub.org/pub/gj6eod3e/r…
I’ve come to realize that building community as an adult involves a lot of skill and non-obvious technique, and if more people had this we might make a dent in the loneliness crisis. Should there be a handbook? Anyone want to write one with me?
Two things are true: 1. 1-on-1s are not necessary in scenarios where there is excellent alignment, lots of autonomy, no decision-making blocking progress, and clear communication. 2. The vast, vast majority of us have not yet been successful at creating the above.
Something I changed my mind on: 1-on-1 meetings aren’t necessary in a flat organization with lots of autonomy and great alignment.
I don’t base my policy recs on my “beliefs.” I look at the data and the world and draw sometimes surprising conclusions. Science!
What you have to believe to put your faith in standardized tests jonboeckenstedt.net/2024/01/22/wha…
DC is waking up to impact of high skilled immigration on innovation, national security, and economic strength in the future. We have an incredible asset in America that we should not squander.
As a co-sponsor of the EAGLE Act, I will work to attach it to the NDAA to help immigrants build some of the critical technology that is going to keep us ahead of China, strengthen our national security, and expand our industrial base.
If you’re a desk worker there are two options: 1. Learn to wield AI 2. Slowly become obsolete