Subbarao Kambhampati (కంభంపాటి సుబ్బారావు) (@rao2z) / X

Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)

11.7K posts

Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)

@rao2z

AI researcher & teacher @SCAI_ASU. Former President of @RealAAAI; Chair of @AAAS Sec T. Here to tweach #AI. YouTube Ch: bit.ly/38twrAV Bsky: rao2z

Tempe, AZ

rakaposhi.eas.asu.edu

Joined October 2014

Pinned
Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
May 16
Just uploaded to YouTube a play list of the 15 lectures (each over 2.5 hours) of the @SCAI_ASU graduate level course on Planning & Learning. This course had a Memento like structure--alternating between classical AI techniques for planning and planning in the age of LLMs. 1/
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 4, 2023
Google isn't just some bag of words. Our new research shows that Google has a "world model" of Physics--including liquids *and* gravity.
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Sep 17, 2025
Yes, I peer reviewed DeepSeek-R1 paper for @Nature and hope to see more frontier model developers follow their lead of sharing peer-reviewed technical details of their work, and go beyond buzzy blogs and patronizing "yeah, we have done it this way too" post facto claims..🤞
Nature Portfolio
@NaturePortfolio
Sep 17, 2025
A paper in @Nature presents the methodology used to train a large-scale reasoning model in DeepSeek-R1, the open AI model released earlier this year. go.nature.com/4nENtQY
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 21, 2023
Can LLMs really self-critique (and iteratively improve) their solutions, as claimed in the literature?🤔 Two new papers from our group investigate (and call into question) these claims in reasoning (arxiv.org/abs/2310.12397) and planning (arxiv.org/abs/2310.08118) tasks.🧵 1/
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Jun 24, 2023
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
May 15, 2023
Gilbert Strang, who taught at MIT as long as I have been on this earth, is getting ready to give his last Linear Algebra lecture.. 🙏🤯🤗
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 23, 2023
So my👇 thread about our papers investigating the verification and self-critiquing inabilities of GPT4 has apparently resonated with a lot of folks. Here is a quick response to several issues raised (either in replies or other quote-tweet threads). [Using one of 'em long "vanity
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
May 28, 2024
LLMs & Planning: Our story so far.. Can't plan: arxiv.org/abs/2305.15771 CoT doesn't help: arxiv.org/abs/2405.04776 ReAct doesn't help: arxiv.org/abs/2405.13966 Can't self-verify: arxiv.org/abs/2402.08115 Can help in LLM-Modulo: arxiv.org/abs/2402.01817 to be contd..
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Sep 23, 2024
A research note describing our evaluation of the planning capabilities of o1 🍓 is now on @arxiv arxiv.org/abs/2409.13373 (thanks to @karthikv792 & @kayastechly). As promised, here is a summary (..although you should read the whole thing..) 🧵 1/
Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Sep 20, 2024
So @karthikv792 and @kayastechly stayed up until wee hours and submitted this 18-page note to arXiv; will summarize once it is made public..
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 2, 2021
I am feeling soo tempted to teach an Intro #ML course with this book by @mrtz and @beenwrekt. Hope the feeling passes🤞 mlstory.org
Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 18, 2025
Breaking: GPT-5 found General Theory of Relativity! ⁽ⁱⁿ ᵗʰᵉ ᵖʳᵒᶜᵉᵉᵈⁱⁿᵍˢ ᵒᶠ ᵖʳᵘˢˢⁱᵃⁿ ᵃᶜᵃᵈᵉᵐʸ ᵒᶠ ˢᶜⁱᵉⁿᶜᵉˢ⁾
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 13, 2021
Got my t-shirt and am now all set to teach about #Explainability in #AI (.. in terms even Intro #AI kids can understand..) 😎 #xai
Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Sep 12, 2024
My (pure) speculation about what OpenAI o1 might be doing [Caveat: I don't know anything more about the internal workings of o1 than the handful of lines about what they are actually doing in that blog post--and on the face of it, it is not more informative than "It uses Python
Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Sep 12, 2024
One thing about o1 model is to what extent end users are actually at all interested in "waiting" (see the death of online computation thread below). And if they are actually have the patience, there do exist guaranteed deep/narrow System 2 solvers for specific problems!
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Subbarao Kambhampati (కంభంపాటి సుబ్బారావు)
@rao2z
Oct 11, 2025
Morning filter coffee with mom..😎 #Peddapuram
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