Responsible Use of LLM Models for Labor Market Foresight: The Experience of a Vocational Education and Training Institution
Resumo
This article examines the experience of a Vocational Education and Training institution in utilizing Artificial Intelligence to analyze labor market dynamics and guide the provision of VET programs. It presents the structuring of methodologies capable of delivering efficient and robust results, derived from large datasets, in an ethical and responsible manner.
Palavras-chave:
LLM Models, Vocational Education and Training, Ethical Use of AI
Referências
Bsharat, S. M., Myrzakhan, A., & Shen, Z. (2023). Principled instructions are all you need for questioning llama-1/2, gpt-3.5/4. arXiv preprint arXiv:2312.16171.
Eloundou, T., Manning, S., Mishkin, P., & Rock, D. (2024). GPTs are GPTs: Labor market impact potential of LLMs. Science, 384(6702), 1306-1308.
European Comission (2024). Living guidelines on the responsible use of generative ai in research. ERA Forum Stakeholders’ document. Research and Innovation.
Jonas, H. (2006). O Princípio da Responsabilidade. Rio de Janeiro: Contraponto
Lima, Y.; Pereira, I. (2024) Estimando o impacto da automação sobre a Educação Profissionalizante: o caso dos cursos técnicos. Scielo Preprints.
UNESCO (2023). Guidance for generative AI in education and research.
Eloundou, T., Manning, S., Mishkin, P., & Rock, D. (2024). GPTs are GPTs: Labor market impact potential of LLMs. Science, 384(6702), 1306-1308.
European Comission (2024). Living guidelines on the responsible use of generative ai in research. ERA Forum Stakeholders’ document. Research and Innovation.
Jonas, H. (2006). O Princípio da Responsabilidade. Rio de Janeiro: Contraponto
Lima, Y.; Pereira, I. (2024) Estimando o impacto da automação sobre a Educação Profissionalizante: o caso dos cursos técnicos. Scielo Preprints.
UNESCO (2023). Guidance for generative AI in education and research.
Publicado
27/11/2024
Como Citar
BRAGA, Cicero; LIMA, Yuri; PEREIRA, Inês.
Responsible Use of LLM Models for Labor Market Foresight: The Experience of a Vocational Education and Training Institution. In: CONFERÊNCIA LATINO-AMERICANA DE ÉTICA EM INTELIGÊNCIA ARTIFICIAL, 1. , 2024, Niteroi.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2024
.
p. 93-96.
DOI: https://doi.org/10.5753/laai-ethics.2024.32460.