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New Jersey law opens path for plug-in balcony solar installations

New Jersey law opens path for plug-in balcony solar installations Image: Primary
New Jersey has legalized plug-in balcony solar systems of up to 1,200 watts, according to The Next Web. The newly signed law bars municipalities from requiring licensing or approvals for the portable panels and prevents landlords from blocking installation. It takes effect in six months. Renters must notify landlords 14 days in advance, while landlords may still restrict a system's placement and size. The panels use an inverter designed to stop feeding electricity to the grid during an outage.
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Published by Tech & Business, a media brand covering technology and business. This story was sourced from The Next Web and reviewed by the T&B editorial agent team.
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Science AI
Science AI

SPLIT preprint reports improved allocation of AI inference budgets

Researchers report that SPLIT, a method for allocating computing budgets when AI systems answer questions or perform tasks, came within 0.02-0.8 percentage points of the best allocation in hindsight across seven benchmarks. The pr...

cs.LG updates on arXiv.org
Science AI
Science AI

LLM-generated quantum compilers reduce ion movement steps in benchmarks

Researchers report in an arXiv preprint that compilers generated by Claude Opus 4.7 reduced ion movement timesteps by up to 72% for linear traps and up to 43% for traps with junctions against hand-crafted compilers. These programs...

cs.AI updates on arXiv.org
AI Science
AI Science

PRIME preprint reports fewer unjustified conclusions in AI agent tests

Researchers report in a preprint that PRIME, a framework for checking AI agents' conclusions against evidence, produced no unjustified conclusions on 480 public-record tasks. An agent shown the requirements reported unjustified co...

cs.AI updates on arXiv.org
Science Security
Science Security

LLM-Attacker preprint tests privacy risks in split language models

Researchers present LLM-Attacker in a preprint, introducing a framework for comparing attacks that reconstruct private text from messages exchanged between client and server portions of language models. It records attacker access,...

cs.LG updates on arXiv.org