#TutorBots
Google DeepMind has been testing AI tutorbots in English classrooms and suggesting they help teachers outperform "human-only" teachers. So now big commercial tech companies are modifying schools into live testing sites for their marketable products. >> www.businesswire.com/news/home/20...
www.businesswire.com
November 29, 2025 at 10:35 PM
The schools sector is about to be divided into those running Microsoft/Khan/OpenAI tutorbots vs Google Gemini tutorbots in a huge experiment and competition in AI in the classroom www.zdnet.com/article/micr...
Microsoft, Khan Academy offer free AI assistant to all US teachers
With Khanmigo for Teachers, K-12 educators can spend less time prepping lessons and more time with students. Here's how to sign up.
www.zdnet.com
May 22, 2024 at 7:51 AM
Should tag this piece on the end of the thread too. Education Next gave me 2000 words to express my skepticism on tutorbots, but I could've gone on at ten times that length. That skepticism is rooted in distrust of what the bots have to teach us. www.educationnext.org/ai-tutors-hy...
AI Tutors: Hype or Hope for Education?
In a new book, Sal Khan touts the potential of artificial intelligence to address lagging student achievement. Our authors weigh in.
www.educationnext.org
December 3, 2024 at 10:07 PM
Right on!

So, we can’t just have tutorbots and education is saved!
November 22, 2024 at 8:37 PM
AI tutorbots are simplified, synthetic models of the very complex, situated work of pedagogy. We shouldn’t expect too much from these "oblong teachers". New post on "oblongification of education" codeactsineducation.wordpress.com/2024/05/24/o...
Oblongification of education
Photo by Kelly Sikkema on Unsplash According to Microsoft and Google, artificial intelligence is going to be fully integrated into teaching and learning in the very near future. In the space of just a...
codeactsineducation.wordpress.com
May 24, 2024 at 10:09 PM
Example 3: YouTube videos are amazing teachers, imagine adding AI tutorbots to that and scraping students' faces for signals of attention! Sal Khan almost said that

Lesson: Entrepreneurs care little for evidence or ethics - only their fantasies of superior automation www.nytimes.com/2024/01/11/t...
Will Chatbots Teach Your Children?
New A.I. tools could enable a Silicon Valley dream: bots that customize learning for pupils. Prior attempts have not lived up to the hype.
www.nytimes.com
January 12, 2024 at 8:02 PM
I should note that students as cogs in a system is the dominant frame for how education is viewed in this country which is why there's so much enthusiasm for tutorbots in certain corners.
December 4, 2024 at 9:43 PM
Die Ganztagshochschule
Vergesst Escape Rooms, Tutorbots, Future Skills, denn ich habe die wirklich ultimative Idee zur Rettung der höheren Bildung: die Ganztagshochschule! Chatti schlägt als Übersetzung in Managementsprech vor: "Structured Academic Eng… (Link im ersten Kommentar)
#BlueCampus
#bluelz
July 11, 2026 at 8:01 PM
TUTORBOTS PROGRAMMED TK MAKE PURCHASES THAT WILL HELP WITH MY EDUCATION AND STRENGTHEM MY BRAIN!!!!
June 3, 2026 at 8:49 AM
If OpenAI succeeds in creating good tutorbots, we’ll need to figure out how to preserve social learning.
November 22, 2024 at 7:30 PM
Once this multibillion word-generating, info-polluting "AI" really gets going in edtech - and they're plugging it in at pace as tutorbots and lesson planners - then probably an already iffy industry is going to get a whole lot worse
bsky.app/profile/abeb...
very soon, synthetic content will drown the entire www, like a toxic waste
February 10, 2024 at 8:28 PM
🤖 Ob #AugmentedIntelligence, #Robotik im Unterricht, #TutorBots oder der neue #Bildungsplan #Informatik und #Medienbildung – auf dem #HILT -Programm stehen Keynotes & praxisnahe Workshops von ausgewiesenen Expert:innen aus Wissenschaft & Praxis.

#Informatikbildung #Informatikunterricht #blueLZ
/2
July 1, 2026 at 8:24 AM
I was just looking at this. Seems to be expanding on a trial of AI tutorbots that Google did in English schools in summer, with the troubling conclusion that "The human's indispensable role became that of an emotional and pedagogical moderator", ie de-professionalized www.eedi.com/news/new-exp...
New Exploratory Research from Eedi and Google DeepMind Reveals Human-in-the-Loop AI Tutoring Outperforms Human-Only Support
One-to-one tutoring is education's gold standard, though it has always faced an impossible scaling problem. A new exploratory study from Eedi, an evidence-based provider of AI-powered learning tools, ...
www.eedi.com
December 11, 2025 at 11:55 AM
This is an interesting, if narrowly-tailored, article suggesting that LLM tutorbots are great at identifying correct answers, but surprisingly bad at offering helpful feedback when reasoning is “valid but weird” or wrong & at connecting diagnosis to feedback: arxiv.org/abs/2605.16207
Confirming Correct, Missing the Rest: LLM Tutoring Agents Struggle Where Feedback Matters Most
Effective tutoring requires distinguishing optimal, valid but suboptimal, and incorrect student solutions, a distinction central to intelligent tutoring systems (ITS) but untested for LLM-based tutors...
arxiv.org
May 22, 2026 at 2:19 PM
UPenn study: student performance improves dramatically with GPT-4 but gets worse than a non-AI control group after access is taken away. Compared to solution generators, tutorbots net the same results as the control but seems to enhance engagement www.linkedin.com/posts/jonipp... 🐘♻️
Jon Ippolito on LinkedIn: #highered #aiedu #aiineducation #chatgpt #generativeai #genai #llm #edtech…
Is AI like the abacus and map—tools that reinforce understanding even after they're taken away? Or is it more like the calculator and GPS—merely a substitute…
www.linkedin.com
July 17, 2024 at 2:52 PM
Khanmigo Socratic tutorbots will expand out of the US, extend into the future, and invade every learner's brain on the planet ... not sure when my eyes rolled out of my face and hit the floor with this one www.possible.fm/podcasts/sal...
January 25, 2024 at 6:18 PM
tutorbots
June 26, 2023 at 4:01 PM
📝 Summary:

DeepTutor is an open-source, agent-native tutoring platform that unifies chat, multi-agent problem solving, quiz generation, research, and math animation within a persistent memory-driven workspace. It features autonomous TutorBots, AI-powered co-writing, guided learning, (1/2)
April 11, 2026 at 7:06 PM
"assisted tutorbots remains to be seen." occurred in: https://www.nytimes.com/2023/06/26/technology/newark-schools-khan-tutoring-bot.html
June 26, 2023 at 4:01 PM