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MLGym: A New Framework and Benchmark for Advancing AI Research Agents
AutoML is dead an LLMs have killed it? MLGym is a benchmark and framework testing this theory. Roberta Raileanu and Deepak Nathani discuss how well current LLMs are doing at solving ML tasks, what the biggest roadblocks are, and what that means for AutoML generally.
Check out the paper: https://arxiv.org/pdf/2502.14499
More on Roberta: https://rraileanu.github.io/
More on Deepak: https://dnathani.net/
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By AutoML MediaAutoML is dead an LLMs have killed it? MLGym is a benchmark and framework testing this theory. Roberta Raileanu and Deepak Nathani discuss how well current LLMs are doing at solving ML tasks, what the biggest roadblocks are, and what that means for AutoML generally.
Check out the paper: https://arxiv.org/pdf/2502.14499
More on Roberta: https://rraileanu.github.io/
More on Deepak: https://dnathani.net/