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‘Message Passing Enables Efficient Reasoning’ wins COLM 2026 Outstanding Paper Award

A congratulatory post says the work lets subagents communicate and claims a 0.6B model beats GPT-5 Pro at Sudoku.

1 Source, 35m ago, first seen 35m ago

TLDR

A congratulatory post says Xuecheng Liu and three colleagues won a COLM 2026 Outstanding Paper Award for ‘Message Passing Enables Efficient Reasoning.’ It names Liu and Daman as co-first authors, says the work lets subagents talk to each other, and claims a 0.6B model beats GPT-5 Pro at Sudoku.

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1 Source, first seen 35m ago

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1 Source, first seen 35m ago

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1 Source

Gokul Swamy@g_k_swamyRT @lily_gpupoor: congrats to Xuecheng Liu, @amuseddaman @g_k_swamy @Zanette_ai on winning the #COLM2026 Outstanding Paper Award! Xuechen…35m
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    1 Source

    Gokul Swamy@g_k_swamyRT @lily_gpupoor: congrats to Xuecheng Liu, @amuseddaman @g_k_swamy @Zanette_ai on winning the #COLM2026 Outstanding Paper Award! Xuechen…35m
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