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CSAIL article

The European Association for Theoretical Computer Science (EATCS) recently awarded Ryan Williams, MIT EECS professor and CSAIL member, with the 2024 Gödel Prize for his 2011 paper, “Non-Uniform ACC Circuit Lower Bounds.” Williams receives this honor for presenting a novel paradigm for a “rich two-way connection" between algorithmic techniques and lower-bound methods.

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alt="MIT researchers’ "consensus game" is a game-theoretic approach for language model decoding. The equilibrium-ranking algorithm harmonizes generative and discriminative querying to enhance prediction accuracy across various tasks, outperforming larger models and demonstrating the potential of game theory in improving language model consistency and truthfulness (Credits: Alex Shipps/MIT CSAIL)."
CSAIL article

Imagine you and a friend are playing a game where your goal is to communicate secret messages to each other using only cryptic sentences. Your friend's job is to guess the secret message behind your sentences. Sometimes, you give clues directly, and other times, your friend has to guess the message by asking yes-or-no questions about the clues you've given. The challenge is that both of you want to make sure you're understanding each other correctly and agreeing on the secret message.