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@dan_fried
Assistant prof. @LTIatCMU @SCSatCMU. Working on NLP: LLM agents, language-to-code, applied pragmatics, grounding.
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The authors say the paper shows how to represent values and predict cross-value generalization.
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A post introducing TAHI says it can adapt to individual expertise within tens of tasks using context and weight training.
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A post directs COLM 2026 attendees to poster 46 in the Imperial Ballroom.
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A COLM 2026 presenter says their team also uses the theory to predict performance on held-out model/harness combinations.
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Atharva Naik said he would present poster #88 in Franciscan B on October 8, from 11 a.m. to 1:30 p.m.
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A post invites attendees to see @danieljwkim present on the topic at poster 126.
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A team member says the framework evaluates agents’ capabilities and contributions, with insights into human AI literacy.
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In an X post, Tong said he will investigate generative models for molecules. Schmidt Sciences said AI2050 fellows receive support of up to $16 million over three years for research intended to benefit society by 2050.
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Its creators say it standardizes hardware, desktops, tasks and timing rules to compare agents across four benchmarks.
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Using a testing platform called GlossoGen, the team reports language emergence in sufficiently strong models under pressure to communicate efficiently and given access to a postmortem scratchpad.
