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Can you get an expert's "taste" and "judgement" out of their head and into an AI workflow? Yes. That’s the loop I run for personal tasks and work alike, and it works.
Last week I wrote about extracting an expert's judgement and taste into an AI workflow. But once you have the rules, how do you get the AI to follow them? I found eight enforcer mechanisms that make AI listen, so I built an arcade game to teach them.
The game: artifacts.mohannadarbaji.com…
Last week's piece: blog.mohannadarbaji.com/tast…
What if you can't read every run? Say you built a support agent that's answering 800 tickets a day; then you can build a system where the review becomes a monitor. Every conversation is automatically checked against the rulebook, and you only read (1) the failures that didn't pass the rulebook, (2) a sample of the convos that passed to make sure system is working, and (3) all other conversations you want your eyes on such as convos with a satisfaction score of 7/10 or less. If you spot anything that sucks and has no rule enforcing it, you can extract a new rule and add to the rulebook.
The full piece, with the four steps to start your building your own taste-and-judgement-encoding loops: Taste Extractor Machines
blog.mohannadarbaji.com/tast…
My latest article on AI in the classroom, drawing from nearly 2 years of K12 educator conversations on this topic #EdTech #AI #Education #K12Districts #AIInTheClassroom
Our latest blog explores insights from top educators on using AI to enhance learning and empower teachers. 🤖📚
Check out our 5 strategies to roll out AI effectively in your district! 💡
#EdTech #AIInEducation #ChalkTalk #K12AI #FutureOfLearning
chalktalk.com/blog/2025-02-0…
Mohannad Arbaji retweeted
📣 We are thrilled to announce that ChalkTalk has been recognized as a World's Top EdTech Company by TIME and Statista. This award underscores our commitment to transforming educational outcomes globally and making the world a better place.
time.com/collection/worlds-t…
If you're a K12 district or school admin looking for ways pay for Curriculum & Instruction programs/software like ChalkTalk, here's a guide I wrote on different funding avenues
link.medium.com/wijlEItnxBb
Mohannad Arbaji retweeted
Data shows that ChalkTalk increases high school graduation rates and boosts official state test scores by more than 2x! We just released our new batch of multi-year impact studies which track ChalkTalk’s long term impact on districts! See for yourself: ow.ly/Ios150KbPkt
Teachers are the unsung heroes of COVID, doing the most every day behind the scenes. New blog post out today: medium.com/@moarbaji/heres-t…
Education is human, even virtually, and teachers are super-human. They are the unsung heroes in COVID. Kicking off our TikTok Tuesdays, we made a compilation of inspiring videos from teachers. #tiktok #tiktoktuesdays #teachers
chalktalk.com/blog/2020-11-2…
youtu.be/z6tuFV0wKGE
Mohannad Arbaji retweeted
Check out our latest blog post: tips on effective classroom management with distance learning!
chalktalk.com/blog/2020-07-0…
Wrote a piece on
@andrewcuomo & his plan to "Reimagine Education" in New York, an initiative that he tapped @BillGates and @ericschmidt to help with (@gatesfoundation, @Google) #education #edtech #COVID19 #schoolclosures #distancelearning #new #GatesFoundation #Google




