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Sinapsis Algorítmica: Un nuevo enfoque educativo

Sinapsis Algorítmica: Un nuevo enfoque educativo | Edumorfosis.it | Scoop.it

La Inteligencia Artificial Generativa (IAGen) está desafiando los límites convencionales del sistema educativo superior al abrir nuevas rutas de aprendizaje algorítmico. Al rebasar las fronteras educativas tradicionalistas, la IAGen está revolucionando la forma en que los estudiantes acceden al conocimiento y activan sus conexiones mentales con las herramientas generativas. Esta tecnología emergente, no solo facilita el diseño de la instrucción y la realización de tareas, proyectos o exámenes, sino que también plantea desafíos éticos y metodológicos a ser analizados a profundidad. En este contexto dinámico, la IAGen emerge como una fuerza transformadora que promete rediseñar la educación superior y preparar a los estudiantes para un futuro cada vez más digitalizado y complejo.

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6 Generative AI areas of action for educators (opinion)

6 Generative AI areas of action for educators (opinion) | Edumorfosis.it | Scoop.it

GenAI can democratize Education, tailor learning experiences to individual needs and bridge disparity gaps, giving it potential as an immense and versatile student success tool. But educators must take the helm of research and development, steering the integration of AI with intention and expertise. Following are six areas around which to focus action.

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Seven things driving the evolution of the University in the 21st century

Seven things driving the evolution of the University in the 21st century | Edumorfosis.it | Scoop.it

In a world where knowledge is power and innovation drives progress, the role of universities in society stands at a pivotal crossroads. The traditional image of ivory towers of academia is changing as we navigate the complexity of the 21st century. Today, universities are not only centers of learning and research but dynamic hubs of innovation, collaboration and societal impact.

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How does the brain think?

How does the brain think? | Edumorfosis.it | Scoop.it

Have you ever wondered how your brain creates thoughts or why something randomly popped into your head? It may seem like magic – but actually the brain is like a supercomputer inside your head that helps you think, learn and make decisions.

Imagine your brain as a busy city with lots of streets and buildings. Each part of the brain has a specific job to do, just like certain areas of a city or certain buildings serve different purposes. When you have a thought, it’s like a message traveling through the city, passing from one area to another.

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New research unlocks secrets of the brain – using maths

New research unlocks secrets of the brain – using maths | Edumorfosis.it | Scoop.it

What do neurons use this special ability for? The answer to the question may lie in the theoretical findings shown in Naud’s paper, “Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits”, published three years ago in Nature Neuroscience. In this paper, Naud’s team examined how the ability to communicate and process two signals at once can solve a dilemma about how learning takes place in the brain.

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Integrating AI in academic research – Changing the paradigm

Integrating AI in academic research – Changing the paradigm | Edumorfosis.it | Scoop.it

As artificial intelligence tools continue to evolve, their potential to transform academic research is becoming increasingly apparent. From facilitating comprehensive literature reviews and identifying hidden research gaps to analyzing massive datasets and visually presenting complex information, AI is empowering researchers to tackle tasks once thought insurmountable.

Amidst the excitement and promise of this new frontier, it is crucial to acknowledge the challenges and ethical considerations it presents.

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GenAI and Education: Beyond the hype

GenAI and Education: Beyond the hype | Edumorfosis.it | Scoop.it

A recent study shows that almost half (49%) of college students are using general purpose GenAI writing tools such as ChatGPT.  

However, despite students increasingly turning to these GenAI tools, they remain apprehensive when it comes to using them for learning. A recent global student survey shows that only 4% of U.S. students said they turn to GenAI first when stuck on a concept or assignment.

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Chatbots como asistentes de la autorregulación educativa en procesos algorítmicos automatizados 

Chatbots como asistentes de la autorregulación educativa en procesos algorítmicos automatizados  | Edumorfosis.it | Scoop.it

La autorregulación en la educación disruptiva se refiere a la capacidad de los estudiantes para regular y controlar sus propios procesos de aprendizaje de manera independiente. En el contexto de la inteligencia artificial (IA) en la transformación universitaria, esto implica el uso de tecnologías de IA para personalizar y adaptar la experiencia educativa a las necesidades individuales de los estudiantes.

La autorregulación en los procesos de investigación en la Universidad del siglo XXI puede ser potenciada mediante el uso estratégico de la inteligencia artificial (IA) y otras tecnologías disruptivas:

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Turnitin: More than half of students continue to use AI to write papers

Turnitin: More than half of students continue to use AI to write papers | Edumorfosis.it | Scoop.it

Turnitin referenced a study conducted in Spring 2023 it contributed to with Tyton Partners, showing academic cheating as the number one concern of educators, as high numbers of students revealed they were "likely or extremely likely to use generative AI writing tools, even if they were prohibited."

The study also showed that 97% of academic institutions were woefully unprepared to deal with the issue — only 3% had developed a policy about it.

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Ni solución única, ni amenaza: Trascender las idealizaciones sobre tecnologías en educación 

Ni solución única, ni amenaza: Trascender las idealizaciones sobre tecnologías en educación  | Edumorfosis.it | Scoop.it

Por un lado, encontramos una corriente que idealiza y sobredimensiona el potencial de la tecnología, considerándola como la solución mágica que resolverá todos los desafíos y problemas que enfrenta la educación en la actualidad. Pero, por otro lado, también existen voces que rechazan completamente la incorporación de la tecnología en los procesos de enseñanza y de aprendizaje, argumentando que socava los métodos tradicionales y el rol fundamental del docente.


¿Es posible encontrar un equilibrio entre estas visiones extremas? ¿Cómo podemos aprovechar el potencial transformador de la tecnología sin caer en su idealización o demonización? ¿Qué enfoque debemos adoptar para integrar la tecnología de manera efectiva y complementaria en la educación?

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Convergencia Cognitiva: Explorando la interacción entre la IA e Inteligencia Humana en la Educación Disruptiva (II) 

Convergencia Cognitiva: Explorando la interacción entre la IA e Inteligencia Humana en la Educación Disruptiva (II)  | Edumorfosis.it | Scoop.it

La inteligencia artificial (IA) y la inteligencia humana difieren en varios aspectos clave. En el ámbito educativo disruptivo, estas diferencias son fundamentales para comprender cómo se pueden integrar de manera efectiva.

Podemos encontrar una serie de disparidades entre ellas así como su aplicación en la educación disruptiva:

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The rise of Micro-Credentials: The end of Universities?

The rise of Micro-Credentials: The end of Universities? | Edumorfosis.it | Scoop.it

Micro-credentials have recently been high on the agendas of various higher education stakeholders across the world. An increasing number of universities now offer them in addition to their regular macro degrees. Policy-making bodies have begun to update their national university admission systems to recognize micro-credentials.

Edumorfosis's insight:

No solo se trata del fin de las universidades, sino del inicio de nuevas alternativas de aprendizaje que necesita la sociedad del siglo 21. Ahora que nos toca vivir la proliferación de la Inteligencia Artificial (IA), nos lleva a aceptar que la transformación educativa radical consiste en que los que mandan ya no son los que administran las ofertas, sino los que demandan nuevas alternativas innovadoras.

 

Atrás quedarán los tiempos en los que la universidad decidía qué carreras aprender, cómo aprenderlas, en qué rango de tiempo y los lugares a presenciar. Ahora, entrarán al esceneario superior nuevos organismos tecno-educativos que le permitirán a la demanda clamar lo que verdaderamente necesita, cuándo, cómo y dónde. El verdadero detonante disruptivo sucederá cuando la IA sea capaz de enseñarnos cualquier materia que nos interese aprender en las redes. ¿Aún dudas que esto vaya a ocurrir?

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AI for Education, Educating for AI

AI for Education, Educating for AI | Edumorfosis.it | Scoop.it

EdTech has been a hot button topic for some time now, and the focus on Generative AI in 2023 has only amplified interest in EdTech. Proponents see a plethora of ways that AI can improve education outcomes. AI’s potential for transforming education is real, but so are the dangers—so we must move forward with care and intentionality. It is with an eye toward care and intentionality that members of W2050’s Senior Fellows committee on education and work met to discuss how AI could—and how it should—impact education in 2024 and beyond.


Via Canadian Vocational Association / Association canadienne de la formation professionnelle, juandoming
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Is teaching becoming obsolete with GPT-4o? Do we now have a Universal Teacher?

Is teaching becoming obsolete with GPT-4o? Do we now have a Universal Teacher? | Edumorfosis.it | Scoop.it

I have written and talked about the idea of a UNIVERSAL TEACHER for a long time. This is what AI promises to deliver. A free teacher who speaks, listens, remembers, tutors, using all media types, can read handwriting, provides personalized feedback on any subject, anytime, anywhere, in any language.

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How can we imagine a new University?

How can we imagine a new University? | Edumorfosis.it | Scoop.it

The problem is not that universities are lacking in innovation, but rather that they suffer from a poverty of imagination of what that innovation might be. “This is an existential moment for universities,” writes the philosopher of higher education Ronald Barnett. “All systems of higher education across the world are moving inexorably in the direction of the marketized university. Consequently, the pool of ideas through which the university is comprehended is shrinking.” Indeed, the main existential crisis facing the university is a poverty of ideas about what universities can become. We must look elsewhere, more broadly and with greater imagination, for potential sources of innovation. 

Edumorfosis's insight:

Para que estas ideas se conviertan en realidad, muy probablemente necesitaríamos crear una nueva institución, en lugar de esperar rediseñar o reorganizar una organización existente, ya que la resistencia al cambio es endémica en la educación superior. Otro obstáculo en la realización de estos diseños especulativos es que parece haber poco interés en desarrollar universidades que se desvíen tan dramáticamente de la norma. Las instituciones de educación superior están interesadas en compararse con otras universidades, emular a sus instituciones pares y, como resultado, todas se parecen.

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Investigaciones sobre IA General con procesos neurobilogícos dentro de sinapsis neuronales, junto a procesos computacionales máquina-máquina, hombre-máquina

Investigaciones sobre IA General con procesos neurobilogícos dentro de sinapsis neuronales, junto a procesos computacionales máquina-máquina, hombre-máquina | Edumorfosis.it | Scoop.it

La neurobiología en procesos de inteligencia artificial general se refiere a la investigación y comprensión de cómo funciona el cerebro humano para inspirar y mejorar los algoritmos y modelos utilizados en la inteligencia artificial (IA). Esto implica estudiar las estructuras neuronales, las conexiones sinápticas y los procesos cognitivos que subyacen a la inteligencia humana. Al comprender mejor cómo funciona el cerebro, los científicos pueden diseñar sistemas de IA más sofisticados que imiten de manera más efectiva las capacidades cognitivas humanas, como el razonamiento, el aprendizaje y la toma de decisiones.

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[PDF] Students, digital devices and success

[PDF] Students, digital devices and success | Edumorfosis.it | Scoop.it

The digital environment has become an integral aspect of children’s lives. It offers many opportunities such as enhancing educational opportunities, expanding social interactions and having fun. However, the digital environment also exposes children to risks such as cyberbullying, the viewing of violent and other inappropriate content, sexual exploitation and abuse and breaches of privacy. Much current debate also centers on concerns that digital technologies can detract from human interaction and reduce the quality of children’s social and emotional experiences.

All of these issues have fueled concerns from parents, teachers, governments and young people themselves that digital technologies and social media may be exacerbating feelings of anxiety and depression, disturbing sleep patterns and distorting body image. As we integrate new digital technologies into education, we must acknowledge the challenges and complexities that arise. As stated in the OECD Recommendation on Children in the Digital Environment, it is crucial to establish conditions for a safe and beneficial digital environment. Education systems have a vital role in supporting children to navigate the risks while reaping the benefits.

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Research explores how AI might change knowledge production

Research explores how AI might change knowledge production | Edumorfosis.it | Scoop.it

In two major studies in Denmark, experts in computer science and in the sociology of science are exploring how researchers are using generative AI – and how rapidly evolving AI tools might change ways in which scientific knowledge is produced and diffused.

The research will map the growing influence of AI on science and how AI technology is spreading across scientific communities. And it will analyse AI’s impacts currently and in the future. It will combine computational social science methods with controlled experiments.

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What did we learn? 

What did we learn?  | Edumorfosis.it | Scoop.it

There are at least four very serious scholarly papers that tested these “AI Detectors” and found they are completely ineffective. However, the worst thing about them is not that they don’t work, It is that they are prone to flagging our most vulnerable students as cheaters! In GPT detectors are biased against non-native English writers, by Weixin Liang, Mert Yuksekgonul, Yining Mao, Eric Wu, James Zou and published in Liang, Weixin in the publication arXiv in July 2023, they showed that:

Edumorfosis's insight:

En vez de perder el dinero y tiempo vigilando que los estudiantes no entreguen sus trabajos con la ayuda de la IA, deberíamos enfocarnos más en acompañarlos en su desarrollo cognitivo. Diversas investigaciones han demostrado que los principales detectores de texto generado con GPT producen falsos positivos y falsos negativos. Así que lo más económico y productivo que puede hacer un educador hoy día, es cambiar su metodología instruccional y su estrategia evaluativa. 

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How teachers are pondering the Ethics of AI 

How teachers are pondering the Ethics of AI  | Edumorfosis.it | Scoop.it

It’s also somewhat eclipsed conversations about the ethics of how these tools are implemented, according to one observer. Nevertheless, teachers are already deciding how — or even whether — to adopt these tools into the classroom. And the decisions those teachers make may be influenced by factors like how familiar they are with the technology or even what gender they are, according to a new study.

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Educar para el futuro: Cómo la IA está cambiando las reglas del aprendizaje

Educar para el futuro: Cómo la IA está cambiando las reglas del aprendizaje | Edumorfosis.it | Scoop.it

La inteligencia artificial (IA) está redefiniendo las estructuras de enseñanza y aprendizaje que conocíamos. Este cambio no se limita a la incorporación de nuevas herramientas tecnológicas en el aula, sino que se extiende a cómo concebimos la educación y su capacidad para adaptarse a las necesidades individuales de cada estudiante.

La promesa de la IA en la Educación es doble: personalización a gran escala y democratización del acceso al conocimiento. El aprendizaje marca el comienzo de una era donde la educación para el futuro se vuelve más inclusiva, adaptativa y eficaz.

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Expanding Microsoft Copilot access in Education

Expanding Microsoft Copilot access in Education | Edumorfosis.it | Scoop.it

Recently, we announced several expansions for education audiences. Microsoft Copilot with commercial data protection is available to all faculty and higher education students ages 18 and above. And, Copilot for Microsoft 365 eligibility will now include education faculty and staff.  

Our efforts are guided by our Responsible AI principles and standard and build on decades of research on grounding and privacy-preserving machine learning. Additionally, our Customer Copyright Commitment means education customers can be confident using our services and the output they generate without worrying about copyright claims. We look forward to exploring the potential for these offers in education, iterating and improving, and supporting all education organizations in the era of AI.

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Imaginando el futuro de la Educación

Imaginando el futuro de la Educación | Edumorfosis.it | Scoop.it

No conozco a nadie que afirme que el sistema educativo es maravilloso y que no hay que cambiarlo en nada. Pero sí conozco a demasiados que se niegan por principio a introducir tecnología en él, supongo que por miedo a «desvirtuarlo». ¿Cuáles son esas supuestas «virtudes» que pretenden proteger? ¿No llevamos ya suficiente tiempo comprobando los efectos de prácticamente no cambiar nada, o simplemente introducir tecnología sin cambiar para nada la metodología más que de manera cosmética? ¿No deberíamos cambiar de estrategia y dar la oportunidad a los que creen que se pueden introducir muchos elementos nuevos en la educación para intentar adaptarla al contexto tecnológico y al papel que esa tecnología juega en la sociedad?

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La dualidad de la Inteligencia Artificial: Potencialidades y limitaciones en la escritura

La dualidad de la Inteligencia Artificial: Potencialidades y limitaciones en la escritura | Edumorfosis.it | Scoop.it

La IA ha demostrado ser excepcionalmente competente en la imitación de estilos de escritura y la generación de textos coherentes. Modelos de lenguaje como GPT de OpenAI pueden generar respuestas y contenidos que se alinean estrechamente con las instrucciones proporcionadas, haciéndolas herramientas valiosas en campos como el periodismo, la creación de contenido web y la asistencia académica. Estas capacidades permiten a la IA realizar tareas de redacción voluminosas o repetitivas, liberando a los humanos para enfocarse en aspectos más creativos y analíticos de la escritura.

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[eBook] Creating the University of the future: A global view on future skills and future Higher Education

[eBook] Creating the University of the future: A global view on future skills and future Higher Education | Edumorfosis.it | Scoop.it

Creating the University of the Future—A Global View on Future Skills and Future Higher Education is a book about the role of higher education institutions in a world which is changing faster than ever before. Never has it been more urgent to actively shape the global transformation we are facing in order to create the best possible future, and never has there been a greater imperative for
students to learn the necessary skills—Future Skills—for this. Their promotion is currently one of the most debated challenges for higher education institutions all over the world.

This book presents visionary higher and tertiary education programs aiming at Future Skills for their graduates. It compiles contributions from more than 50 authors who are engaged in global intergovernmental organizations such as UNE￾SCO and OECD involved in research and policy-making as well as from higher and tertiary education institutions from different countries and continents.

With the challenges ahead, the book calls for the “Future Skills Turn” on a global level to become reality and demands for rethinking our current educational systems and realities. This volume aims at increasing visibility for existing and emerging innovative teaching and learning practices for educational professionals, while informing educational leaders about the newest Future Skills strategies, and inspiring all educational stakeholders on their journey towards future-ready higher education.


Via Canadian Vocational Association / Association canadienne de la formation professionnelle, juandoming
Joe Boutte's curator insight, May 10, 7:43 AM

What will universities look like, do, or become in order support the workforce for a sustainable future?  This research provides some interest global perspectives on the skills and approaches evolving in higher education based on a paradigm shift known as "Future Skills Turn" .  This is a shift in education that emphasizes the development of skills needed for the future workforce, driven by rapid technological advancements, globalization, and evolving societal needs. This approach focuses on cultivating skills such as critical thinking, creativity, digital literacy, emotional intelligence, and lifelong learning, rather than solely on traditional academic knowledge.


The impacts on higher education include curriculum transformation, technology integration, industry collaboration, and lifelong learning.


This shift not only prepares students for successful careers but also empowers them to make meaningful contributions to a sustainable and equitable world. As we consider the value of current approaches to higher education, this is an important set of perspectives to consider as leaders.

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[Infografía] De la Formación Digital a la Formación con IA

[Infografía] De la Formación Digital a la Formación con IA | Edumorfosis.it | Scoop.it

La aplicación de la IA supone la entrada de un nuevo agente dentro del ecosistema de la docencia y el aprendizaje. La amplitud de sus prestaciones hace que el uso de esta tecnología pueda entrar de pleno en todas las tareas implicadas en el diseño de asignaturas y el desarrollo de la docencia.

Por ejemplo:

 

  • Generar contenidos en formatos diferentes y con distintas finalidades.
  • Buscar información de forma dinámica.
  • Ofrecer orientaciones tanto a estudiantes como a profesorado.
  • Analizar los datos procedentes de las acciones,
    comportamientos y características de los usuarios, para realizar determinadas actuaciones.
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