Video Experimental Relacionado
Updated: Sep 9, 2025
03:14
Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
Published on: December 6, 2024
681
La creatividad desencarnada en la IA generativa: desafíos y limitaciones de la incitación en la práctica creativa
David Casacuberta1,2, Ariel Guersenzvaig1,2
1Department of Philosophy, Universitat Autonoma de Barcelona, Barcelona, Spain.
Frontiers in artificial intelligence
|September 2, 2025
Resumen
La IA generativa (GenAI) ofrece nuevas herramientas creativas, pero desafía la habilidad experta, el compromiso incorporado y el conocimiento intuitivo. La creación instantánea pone en riesgo la interacción a nivel de principiante, limitando el verdadero desarrollo artístico.
Área de la Ciencia:
- Ciencias cognitivas
- Estudios de diseño
- Ética de la inteligencia artificial
Sus antecedentes:
- La IA generativa (GenAI) se usa cada vez más en campos creativos.
- GenAI se promueve para democratizar la creatividad.
- Existen preocupaciones con respecto a su impacto en el rendimiento de los expertos y la adquisición de habilidades.
Objetivo del estudio:
- Examinar los desafíos del lenguaje natural en GenAI para las prácticas creativas.
- Analice las implicaciones de la creación centrada en el instante en la habilidad, la encarnación y la intuición.
- Reevaluar el papel de los creadores humanos en la era de GenAI.
Principales métodos:
- Análisis filosófico basado en las teorías de Dreyfus y Dreyfus, Polanyi, Simon, Sennett y la cognición incorporada.
- Análisis comparativo de la interacción GenAI centrada en el pronóstico frente a las herramientas tradicionales.
- Análisis del discurso del impacto de GenAI en el bucle de retroalimentación del creador.
Principales resultados:
- La interacción basada en indicaciones de GenAI es fundamentalmente diferente del conocimiento experto internalizado o que sigue reglas.
- Los aspectos tácitos e intuitivos de la creatividad son difíciles de articular a través de indicaciones.
- El impulso puede reducir el control del creador y interrumpir el bucle de retroalimentación mente-mano-material, lo que dificulta el desarrollo de habilidades.
Conclusiones:
- La integración de GenAI plantea riesgos para el rendimiento de los expertos, la adquisición de habilidades y el compromiso incorporado en las disciplinas creativas.
- La creación centrada en el momento puede conducir a un compromiso de nivel principiante en lugar de fomentar habilidades avanzadas.
- Los creadores humanos, con sus facultades integradas, deben seguir siendo centrales en el proceso creativo.
Videos de Conceptos Relacionados
01:16Non-equilibrium in the Cell
4.8K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.8K
01:25Creative Thinking
1.0K
Creative thinking encompasses innovative and unconventional methods for addressing challenges, often leading to groundbreaking solutions. Instead of focusing solely on enhancing existing systems, such as increasing smartphone battery capacity, creative thinking might inspire advancements like energy-efficient batteries or processors that minimize power consumption. This multidimensional approach underscores the importance of exploring novel pathways to innovation.
Divergent thinking is the...
Divergent thinking is the...
1.0K
01:21Cognitive Learning
516
Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
516
01:20Introduction to Cognitive Psychology
796
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
796
01:07Elaborative Rehearsals
129
Elaborative rehearsal is a crucial cognitive strategy that strengthens information encoding in long-term memory by making meaningful connections between new data and pre-existing knowledge. This approach contrasts with maintenance rehearsal, which involves simple repetition without delving into the significance of the information. While maintenance rehearsal might temporarily keep information active in short-term memory, it is less effective for long-term retention.
The effectiveness of...
The effectiveness of...
129
01:22Purposive Learning
204
E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
204