The Power of AI-Powered Benchmarks: Assessing LLM Performance with AI-Generated Exams
Self-construction benchmarks are essential to evaluate the capabilities of Large Language Models (LLM). We use agentive artificial intelligence to have LLM generate and evaluate practical exams in Finance, Business Operations, Management, Computing, and Mathematics. Although leading models achieve median scores of 65-79%, they show weaknesses in data manipulation and financial calculations. LLM-generated benchmarks can offer a cost-effective, scalable, and updatable way to measure the job capabilities of artificial intelligence.
Prioritizing the voice of students in decision-making and transforming the educational system.
Young people have much to gain or lose in decision-making and the transformation of the educational system. Globally, students are rarely intentionally and significantly involved in the development and implementation of educational policies, school planning, and vision-setting. It is essential to center student voice in decision-making and leadership to benefit the entire community and the educational ecosystem. Mechanisms are needed to consult with young people in the development of national educational policies, promote intergenerational collaboration, and provide meaningful opportunities for students to reimagine.
The risk of AI to individual autonomy in decision-making in hiring.
Artificial intelligence may threaten individual autonomy in decision-making, affecting labor rights and medical diagnoses. AI can change behaviors without knowledge, undermining agency. Interaction with biased AI can lead to discriminatory decisions. Impact assessments and regulations are required.
What Incentives Are States Providing to Fortify Homes Against Extreme Weather Damage?
States like Alabama, Florida, and Louisiana offer incentives to strengthen homes against climate damage. Programs such as Strengthen Alabama Homes, My Safe Florida Home and Fortify Homes Program provide subsidies and loans to improve roofs and meet the FORTIFIED HomeTM standard. Fortified homes suffer less damage, have higher resale value and help reduce damage and costs from climate events.