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“There is nothing more practical than a good theory”

#ACL2024 I'll be giving an oral presentation at 17:15 in World Ballroom B on my previous work about how to indirectly apply constraining to Blackbox LLM. arxiv.org/abs/2401.09967 I’d love to chat about LLM inference, constrained decoding, or any interesting ideas :)

Reading it now ...

Holy shit, I mis-typed " stirct " instead of "strict" and when I tab, copilot generate " # typo here " in comment ! wow ! I like it !

We just shipped Structured Outputs, JSON schema mode, for Gemini 1.5 Flash, available via API and AI Studio right now (I love shipping on Fridays)! 🏗️ ai.google.dev/gemini-api/doc…

Disappointed to not be at #EMNLP owing to a dislocated shoulder 😢 Debjit Paul will present our poster on Multilingual Entity Insertion (cf. arxiv.org/pdf/2410.04254). Swing by our poster in session #6 on Wed 13@10:30 EST 🚀 PS: I am hiring PhD students Computer Science at Aarhus University #LLM #GNNs #CSS

Can we understand and control how language models balance context and prior knowledge? Our latest paper shows it’s all about a 1D knob! 🎛️ arxiv.org/abs/2411.07404 Co-led with Kevin Du, as well as Niklas Stoehr, Giovanni Monea, Chris Wendler, Bob West & Ryan Cotterell.

R1 is exciting and provides unique challenges from a mechanistic interpretability point of view. Come join us at ARBOR — an open research collective aimed at collaboratively reverse engineering LLM based reasoning models.

Great opportunity!

🔴 New MCP attack leaks WhatsApp messages via MCP, side-stepping WhatsApp security. 1/n We show a new MCP attack that leaks your WhatsApp messages if you are connected via WhatsApp MCP. Our attack uses a sleeper design, circumventing the need for user approval. More 👇

OpenAI now has an improved Structured Output mode, with support from Guidance(llguidance) :)

Tried GPT4o, Claude 4 and DeepSeek, all give 27

It feels quite unreal that after I return from my holiday, the company I'm interning got acquired! CRAZY TIMES !!!😎 Congrats again to the cofounders!!!

Great honor to present our work zip2zip at ES-FoMo@ICML2025 ! Had discussion with many people and got some great feedback! Big thanks to the organizers ! Nathan Dan Fu Songlin Yang @ ICML '25