A sweet wrap-up to my visit at @Princeton: my work with @HazanPrinceton and Angelos Assos has been accepted to #NeurIPS2026! 🎉
We show how to learn linear dynamical systems with a small memory footprint. Here’s the idea 🧵
New Paper: Do Thinking Tokens Help with Safety?
Reasoning models generate “thinking” tokens before answering, which improves performance on many tasks like math and coding.
A natural hope is that models can also use thinking to deliberate about whether to refuse or comply a request.
But how true is this?
We find a surprisingly sobering answer: current reasoning models often do not use thinking tokens for real safety deliberation.
Work with: Abhishek Panigrahi, @prfsanjeevarora at @PrincetonPLI
(More in 🧵below)
Excited to be at #ICLR2026 this week!
I’m presenting “A New Approach to Controlling Linear Dynamical Systems”, with my coauthors @gon_buzaglo , Sofiia Druchyna, and my advisor @HazanPrinceton.
📍 Pavilion 4 — Poster P4-#4503
🕒 Apr 23, 3:15–5:45 pm (Rio local time)
ChatGPT can solve novel, undergrad-level problems in *computational complexity* 🤯
"Please prove that the following problem is NP-hard..."
Solution in next tweet -->
Credit: @TzvikaGeft
(1/3)
Αγαπητέ άλτη από την Ελλάδα, Μιλτιάδη Τέντογλου:
Πραγματικά γιορτάζουμε και μεις, μαζί με τους φίλους μας ανά τον κόσμο. Νιώθουμε απεριόριστο σεβασμό για την προσπάθεια και τα επιτεύγματα σου!