Grounded, compute-efficient LLM policy agents set prices, carbon bounds, and subsidies in a physically-constrained peer-to-peer energy market; EqGrid demonstrates energy-poverty equity with low-frequency open-weight LLMs.
Read the original at arxiv.org→arXiv:2609.01918v1 Announce Type: new Abstract: Energy poverty is nearly absent from NLP-for-social-good, and the little existing work is either static retrieval/QA or relies on carbon-intensive cloud LLMs, a...
Original headline: "Grounded, Compute-Efficient LLM Policy Agents for Energy-Poverty Equity in Physically-Constrained Peer-to-Peer Energy Markets"
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- Sep 3, 04:00 UTC arXiv cs.CL lead source Grounded, Compute-Efficient LLM Policy Agents for Energy-Poverty Equity in Physically-Constrained Peer-to-Peer Energy Markets