How to Become a Solar Installer, No Degree Required
Learn how to become a solar installer—no degree required. Explore training options, certifications, job duties, and career growth in solar energy.
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Solar Licensing Requirements by State for Contractors
Understand solar licensing requirements by state, solar contractor license rules, and what license you need to install solar panels.
The Clever Hans Mirage: A Comprehensive Survey on Spurious...
This survey on spurious correlations uses the Clever Hans metaphor to motivate the problem, formalizes a group-based setup g=(y,a) with core metrics (worst-group, average-group, bias
Clever: A Curated Benchmark for Formally Verified Code Generation
We introduce CLEVER, the first curated benchmark for evaluating the generation of specifications and formally verified code in Lean. The benchmark comprises of 161 programming problems; it evaluates
Arthritis pain: Do''s and don''ts
Arthritis is a leading cause of pain and limited mobility worldwide. There''s plenty of advice on managing arthritis and similar conditions with exercise, medicines and stress management. But
Counterfactual Debiasing for Fact Verification
579 In this paper, we have proposed a novel counter- factual framework CLEVER for debiasing fact- checking models. Unlike existing works, CLEVER is augmentation-free and mitigates biases on infer-
Ezetimibe (oral route)
Some side effects may occur that usually do not need medical attention. These side effects may go away during treatment as your body adjusts to the medicine. Also, your health care
Muscle cramp
Symptoms Muscle cramps occur mostly in leg muscles, most often in the calf. Cramps usually last for seconds to minutes. After the cramp eases, the area might be sore for hours or days.
Acute sinusitis: Do over-the-counter treatments help?
Medicine you can get without a prescription may give some relief from acute sinusitis symptoms.
Do You Need a License to Install Solar Panels?
Residential solar installation involves a complex web of requirements that extend far beyond simply mounting panels on a roof. The question of whether a license is required depends
STAIR: Improving Safety Alignment with Introspective Reasoning
One common approach is training models to refuse unsafe queries, but this strategy can be vulnerable to clever prompts, often referred to as jailbreak attacks, which can trick the AI into
Do You Need a License to Install Solar Panels?
Do You Need a License to Install Solar Panels? Installing solar panels involves more than buying equipment — licensed contractors, permits, and inspections all play a role in keeping your
Evaluating the Robustness of Neural Networks: An Extreme Value...
Our analysis yields a novel robustness metric called CLEVER, which is short for Cross Lipschitz Extreme Value for nEtwork Robustness. The proposed CLEVER score is attack-agnostic
Aerobic exercise: How to warm up and cool down
If you do stretching exercises as part of your workout routine, it''s best to do them after the warm-up or cool-down phase. Then the muscles are warm when you stretch. Stretching can
CLEVER: A Curated Benchmark for Formally Verified Code Generation
TL;DR: We introduce CLEVER, a hand-curated benchmark for verified code generation in Lean. It requires full formal specs and proofs. No few-shot method solves all stages, making it a
Solar Licensing Database
IREC''s National Solar Licensing Database provides the latest licensing, certification, and other requirements impacting the solar industry.
CLEVER: A Curated Benchmark for Formally Verified Code Generation
This paper introduces CLEVER, a benchmark dataset designed to evaluate LLMs on formally verified code generation. It consists of 161 carefully crafted Lean specifications derived from
State Licensing Requirements
Most states require a licensed electrical or plumbing contractor for PV and solar-thermal systems, respectively. Some states require solar installers to obtain a
Triglycerides: Why do they matter?
Why do high triglycerides matter? High triglycerides may contribute to hardening of the arteries or thickening of the artery walls, called arteriosclerosis. This condition increases the risk of
Submissions | OpenReview
Promoting openness in scientific communication and the peer-review process
How to Become A Certified Solar Installer: The
Although it''s not mandatory to enter the solar sector, the exam and application process is a great way to learn the trade and earn a certificate that proves
Automated external defibrillators: Do you need an AED?
An automated external defibrillator (AED) is a portable device that can be used to treat a person whose heart has suddenly stopped working. This condition is called sudden cardiac arrest.
Do You Need a License to Install Solar Panels? Complete 2025 Guide
This comprehensive guide will walk you through everything you need to know about solar installation licensing in 2025, including state-by-state requirements, the difference between permits
Ileostomy
Can I swim? How do I shower? Do I need to buy different clothes? How will it affect my intimate life? Once you adjust, you''ll likely find that it''s possible to do many of the same activities you
Carbohydrates: How carbs fit into a healthy diet
How many carbohydrates do I need? The amount of carbs you depends on a few factors. Examples are how active you are, your age and any health conditions you''re managing. Health
On the Planning Abilities of Large Language Models : A Critical
While, as we mentioned earlier, there can be thorny “clever hans” issues about humans prompting LLMs, an automated verifier mechanically backprompting the LLM doesn''t suffer from these. We
Become a Solar Technician | Trade School
You''re not just installing panels—you''re contributing to environmental sustainability and energy independence. Success in this field requires technical education, professional certification, and
Weight training: Do''s and don''ts of proper technique
You might learn weight training techniques by watching friends or others in the gym, but sometimes what you see isn''t safe. Weight training technique that isn''t proper can lead to muscle
Solar Installation Licensing by State
Solar installation certifications or licenses demonstrate that you possess the necessary knowledge and experience to work
Dual-Model Defense: Safeguarding Diffusion Models from Membership
Membership inference and memorization is a key challenge with diffusion models. Mitigating such vulnerabilities is hence an important topic. The idea of using an ensemble of model is