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Inteligencia Artificial en el Tec

Inteligencia Artificial en el Tec
Inteligencia Artificial en el Tec

Our Commitment to AI

At Tec de Monterrey, we aim to understand and apply artificial intelligence (AI) in education, seeing it as a key driver of innovation. We focus on helping our students develop both cross-disciplinary and specialized AI-related skills, preparing them for diverse professional and workplace scenarios, always from an ethical perspective.

Through research, education, and collaboration across disciplines, we promote AI-driven innovation, equipping our faculty and staff to use it efficiently and responsibly, ensuring a positive impact on our institution and community.

Our philosophy is to use AI ethically, respecting human dignity, promoting integrity and autonomy, and ensuring a safe environment aligned with our institutional values, addressing challenges and opportunities with agility. 

¿Como lo hacemos?

¿Cómo lo hacemos?

Nuestra estrategia para integrar la inteligencia artificial en el modelo educativo y organizacional está basada en cinco pilares: 

  1. Aprovechamiento de la IA para los procesos de enseñanza-aprendizaje
  2. Desarrollo de profesionistas que integren la IA en su disciplina
  3. Investigación y desarrollo en IA
  4. Uso ético de la IA
  5. Aprovechamiento de la IA para mejorar las operaciones y la experiencia en el servicio

Discover the World of AI: Beyond Fiction

We’ve all likely heard the term “artificial intelligence,” but do we know what it means? AI is about developing technologies that enable machines to perform complex tasks requiring skills like reasoning, problem-solving, understanding language, and analyzing data. UNESCO describes it as a set of tools that mimic or even surpass some human capabilities, such as creativity, language, and logical reasoning. 

How does it work? AI is based on key principles: learning from data (machine learning), processing information through artificial neural networks, and optimizing decisions to make them more efficient. Thanks to these principles, AI systems can identify patterns, adapt to new situations, and improve their performance over time, mimicking some aspects of human thought processes. 

From ANI to AGI: AI That Transforms 

Are there different types of AI? Are they the same? What are they? Artificial intelligence (AI) is divided into two main types: Artificial Narrow Intelligence (ANI) and Artificial General Intelligence (AGI). 

Inteligencia Artificial Estrecha (ANI)

La ANI, que es la IA que usamos hoy en día, está hecha para tareas específicas, como jugar ajedrez, manejar coches o responder preguntas. Se basa en tecnologías como el aprendizaje automático, las redes neuronales y la optimización. También utiliza herramientas como la lógica simbólica y los grafos de conocimiento para organizar información. Un ejemplo de esto es ChatGPT, que puede procesar lenguaje y responder preguntas de forma natural.

Inteligencia Artificial Estrecha
Inteligencia Artificial General (AGI)

Por otro lado, la IA General (AGI), busca igualar la inteligencia humana, pero es un objetivo que todavía está en desarrollo. Esta aspiración busca que las máquinas tengan habilidades cognitivas similares a las de los humanos, o incluso más avanzadas.  

Inteligencia Artificial General

Source: Sabzalieva, E., & Valentini, A. (2023). ChatGPT and Artificial Intelligence in Higher Education: Quick Start Guide.

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Eventos destacados

Leon

León

The Cien Technology Park is strategically located in the northern area of León, Guanajuato, a key region in the Bajío, known for its industrial and economic development. Its position within one of León's most dynamic commercial and residential areas connects it to a solid infrastructure, easy access to talent, and proximity to major companies.


León stands out for its leadership in sectors such as automotive, footwear and leather, agrotech, logistics, and business tourism. Additionally, Guanajuato is part of a region recognized for its infrastructure, economic stability, and network of strategic clusters, making it a key hub for innovation and entrepreneurship. 

Success Stories

The Cien Park has been a catalyst for success stories both for the academic community and external entrepreneurs. Notable cases include: 

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Verde Compacto:

Sustainable vertical farming solutions.

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Kiin Energy:

Innovative projects in energy efficiency.

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Hados Biotech:

Biotechnology innovation for healthcare.

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Remake:

Recycling and repurposing of textile materials.

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Polisplexity:

Urban analysis tools with advanced technology.

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OP Mobility:

Sustainable mobility, recently established at the Park.

Events

The Park maintains a prominent presence at national and international events that drive innovation and entrepreneurship. Among the most notable are: 

  • Hannover Messe: A global industrial technology event.
  • Startup Weekend by Techstars: An initiative that fosters startup creation within 54 hours.
  • Fuckup Nights: Events where entrepreneurs share lessons learned from failures in business.

Facilities

Espacios

The Cien Park boasts modern, continuously expanding infrastructure designed to meet the needs of businesses and entrepreneurs. 

Constant Expansion: The park has grown by 28% in recent years. Two new buildings are currently under development, offering a total of 2,446.86 m² of space for new businesses and initiatives. 

espacios
Contact

Parque Tecnológico León

Contact: erika.obregon@tec.mx

Leon

León

El Parque Tecnológico Cien está ubicado estratégicamente en la zona norte de León, Guanajuato, una región clave en el Bajío, conocida por su desarrollo industrial y económico. Su localización dentro de una de las zonas comerciales y residenciales más dinámicas de León lo conecta con una infraestructura sólida, fácil acceso a talento y proximidad a grandes empresas.
 
León se distingue por su liderazgo en sectores como la industria automotriz, calzado y cuero, agrotech, logística y turismo de negocios. Además, Guanajuato forma parte de una región reconocida por su infraestructura, su estabilidad económica y su red de clústeres estratégicos, lo que lo convierte en un punto clave para la innovación y el emprendimiento.

Casos de éxito

El Parque Cien ha sido un catalizador de historias de éxito tanto para la comunidad académica como para emprendedores externos. Entre los casos destacados se encuentran: 

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Verde Compacto:

Sustainable vertical farming solutions.

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Kiin Energy:

Innovative projects in energy efficiency.

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Hados Biotech:

Biotechnology innovation for healthcare.

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Remake:

Recycling and repurposing of textile materials.

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Polisplexity:

Urban analysis tools with advanced technology.

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OP Mobility:

Sustainable mobility, recently established at the Park.

Eventos

El Parque Cien tiene una fuerte presencia en eventos nacionales e internacionales que promueven la innovación y el emprendimiento. Entre los más destacados están:

  • Hannover Messe: Evento global de tecnología industrial.
  • Startup Weekend by Techstars: Iniciativa que fomenta la creación de startups en 54 horas.
  • Fuckup Nights: Historias que comparten aprendizajes de fracasos en emprendimiento.

Espacios

Espacios

El Parque Cien cuenta con una infraestructura moderna y en constante crecimiento para satisfacer las necesidades de empresas y emprendedores 

Expansión constante:  El parque ha crecido un 28% en los últimos años.  Se están desarrollando 2 nuevos edificios con un total de 2,446.86 m² disponibles para nuevas empresas e iniciativas.

espacios
Contáctanos

Parque Tecnológico León

Contacto: erika.obregon@tec.mx

Querétaro

The Querétaro Technology Park is located in a strategic area known for its modern urban development, business infrastructure, and proximity to key communication routes in the city of Querétaro.


The region is recognized for its growth in recent years across industrial, commercial, and service sectors, with particular emphasis on the agri-food, manufacturing, and aerospace industries. 

Success Stories

The Querétaro Park has been a catalyst for success stories both for the academic community and external entrepreneurs. Notable cases include: 

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Ventagium Data Consulting:

A consulting firm specializing in data analysis.

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Huevocartoon Producciones:

A national company producing animated feature and short films.

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Armando Gutiérrez Rojo:

A graduate of the Computational Technologies Engineering program at Tecnológico de Monterrey, Querétaro campus. Through HAHN Automation, he completed a semester exchange as a "Software Engineering Intern" at their plant in Germany.

Events

The Querétaro Park has a strong presence at national and international events that promote innovation and entrepreneurship. Among the most notable are:

  • Emprende Fest:
  • Global Innovation Summit:

Facilities

The Querétaro Park boasts modern, continuously expanding infrastructure designed to meet the needs of businesses and entrepreneurs.

¡Contact us!

Parque Tecnológico Querétaro:

Contact: rcossio@tec.mx 

Querétaro

El Parque Tecnológico de Querétaro se encuentra en una zona estratégica conocida por su desarrollo urbano moderno, infraestructura empresarial y cercanía a vías de comunicación importantes en la ciudad de Querétaro.
 
La región se identifica por el crecimiento que ha tenido en los últimos años en los sectores industriales, comerciales y de servicios, teniendo como mayor referencia la industria agroalimentaria, manufacturera y aeroespacial.

Casos de éxito

El Parque de Querétaro ha sido un catalizador de historias de éxito tanto para la comunidad académica como para emprendedores externos. Entre los casos destacados se encuentran: 

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Ventagium Data Consulting:

A consulting firm specializing in data analysis.

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Huevocartoon Producciones:

A national company producing animated feature and short films.

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Armando Gutiérrez Rojo:

A graduate of the Computational Technologies Engineering program at Tecnológico de Monterrey, Querétaro campus. Through HAHN Automation, he completed a semester exchange as a "Software Engineering Intern" at their plant in Germany.

Eventos

El Parque de Querétaro tiene una fuerte presencia en eventos nacionales e internacionales que promueven la innovación y el emprendimiento. Entre los más destacados están:

  • Emprende Fest:
  • Cumbre Global de Innovación:

Espacios

El Parque de Querétaro cuenta con una infraestructura moderna y en constante crecimiento para satisfacer las necesidades de empresas y emprendedores. 

¡Contáctanos!

Parque Tecnológico Querétaro:

Contacto: rcossio@tec.mx 

San Luis Potosí

The Entrepreneurship and Innovation Park established in San Luis Potosí is located in the heart of the country, with a growing automotive industry that has positioned it as a key player in the innovation of this sector.

Success Stories

The Entrepreneurship and Innovation Park has been a catalyst for success stories both for the academic community and external entrepreneurs. Notable cases include: 

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Mike Ortiz:

Founder of Kool Toons. Director and winner of the Ibero-American Film Award.

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FINERN:

A Chinese company specializing in IoT and Industry 4.0.

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APEX:

A leader in simulation and training for the industry. EXATEC Ramiro Fidalgo is its founder.

Events

 

 

Facilities

The Entrepreneurship and Innovation Park boasts modern, continuously expanding infrastructure designed to meet the needs of businesses and entrepreneurs. 

  •  Corporate Spaces
  • Offices
  • Dedicated Spaces
  • Coworking
  • Common Areas
  • Meeting Rooms
  • Event Rooms
Contact

Parque Tecnológico San Luis Potosí:

Contact: rafael.tristan@tec.mx

San Luis Potosí

 El Parque de Emprendimiento e Innovación establecido en San Luis Potosí se encuentra situado en el centro del país, con una creciente industria automotriz que lo ha llevado a posicionarse como un actor relevante en la innovación de este sector. 

Casos de éxito

El Parque de Emprendimiento e Innovación ha sido un catalizador de historias de éxito tanto para la comunidad académica como para emprendedores externos. Entre los casos destacados se encuentran: 

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Mike Ortiz:

Founder of Kool Toons. Director and winner of the Ibero-American Film Award.

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FINERN:

A Chinese company specializing in IoT and Industry 4.0.

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APEX:

A leader in simulation and training for the industry. EXATEC Ramiro Fidalgo is its founder.

Eventos

 

 

Espacios

El Parque de Emprendimiento e Innovación cuenta con una infraestructura moderna y en constante crecimiento para satisfacer las necesidades de empresas y emprendedores.

¡Contáctanos! 

  •  Espacios corporativos
  • Oficinas
  • Espacios dedicados
  • Coworking
  • Espacios comunes
  • Salas de juntas
  • Salones para eventos
  • Terrazas
  • Cocinetas
Contáctanos

Parque Tecnológico San Luis Potosí:

Contacto: rafael.tristan@tec.mx

Ethics and Fundamentals of AI

Ethics and Fundamentals of AI
Ethics and Fundamentals of AI

Responsible AI: Ethical Use

At Tec de Monterrey, we see technology as a powerful ally in achieving our educational goals. When used correctly, it facilitates access to information, creates knowledge, and opens doors to learning and social well-being. AI holds enormous potential to benefit our community, provided it is used ethically and responsibly in the educational processes, projects, and activities of our institution. 

As technology advances, we face significant challenges, such as ensuring data quality and understanding its impact on decision-making. While AI complements human work and boosts efficiency, it is crucial to use it responsibly to avoid biases and maximize its benefits. For this reason, we have created resources and guidelines to guide the ethical use of AI tools in teaching and learning processes.

See the guidelines here

The Future of AI

In recent years, AI has advanced significantly thanks to neural networks and large volumes of data. However, some experts believe that simply increasing the size of models will no longer yield significant benefits, calling for more creative ways to improve

Access to quality data is crucial for AI’s progress. Fields like biology and healthcare hold immense potential. Visual and video data will unlock new opportunities in areas like medicine, robotics, and automation. 

Another trend is the development of autonomous agents—systems that make decisions and adapt in real-time—revolutionizing sectors like logistics and education with smarter solutions. 

While we will see advancements in visual models with applications in medicine and security, challenges remain, including improving interaction with the physical world and common-sense reasoning. Tec de Monterrey is committed to preparing new generations to lead in this field, ensuring the ethical and fair development of AI


Source: World Economic Forum (2024). The Expanding Universe of Generative Models [Video]. URL: https://www.weforum.org/events/world-economic-forum-annual-meeting-2024/sessions/the-expanding-universe-of-generative-models 

alt

Myths and Realities of AI

Artificial intelligence (AI) has become one of the most transformative technologies in recent years, driving significant advancements across various fields and generating widespread discussion. However, its rapid development has also led to misconceptions and myths. It’s essential to separate reality from false beliefs to better understand what AI can and cannot do. 

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Myths

"AI will replace all human jobs." 
While automation will impact some jobs, AI won’t eliminate most occupations; it will transform them. Many professions requiring complex skills, creativity, or empathy will still need people.

"AI makes decisions completely on its own without human input." 
This is not true. AI operates under human supervision and within the boundaries set by programmers.

"AI has emotions and self-awareness." 
AI lacks consciousness or feelings. It processes data and responds to patterns but doesn’t “feel” or “think” like humans. 

"AI is always objective and unbiased." 
Not entirely. AI can reflect the biases present in the data it’s trained on, leading to ethical concerns. 

"Only tech experts can understand AI." 
While creating AI requires advanced technical skills, you don’t need to be a data scientist to learn how to use it. People from various fields can apply it to their work. 
 

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Realities

AI is revolutionizing many industries. 
From medicine to education, AI is changing how things are done. For example, it helps detect diseases with greater accuracy and personalizes learning methods in education.

AI needs good data to perform well. 
The quality of AI’s output depends directly on the data it’s trained with. Incomplete or flawed data leads to unreliable results.

Today’s AI isn’t universal.
Most current AI applications are designed for specific tasks and cannot perform beyond their programming.

AI usage raises ethical challenges. 
Issues like privacy, fairness, and accountability must be addressed with an ethical approach.

AI complements human work.
Rather than replacing people, AI enhances efficiency, enabling workers to focus on more creative or complex tasks. This makes AI a tool that adds value rather than taking it away. 

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Sources

Benhamou, S. (2022). The Transformation of Work and Employment in the Age of Artificial Intelligence: Analysis, Examples, and Questions. CEPAL.

Russell, S., & Norvig, P. (2020). Artificial Intelligence: A Modern Approach (4th ed.). Pearson. 

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Ética y Fundamentos de IA

Ética y Fundamentos de IA

Responsible AI: Ethical Use

At Tec de Monterrey, we see technology as a powerful ally in achieving our educational goals. When used correctly, it facilitates access to information, creates knowledge, and opens doors to learning and social well-being. AI holds enormous potential to benefit our community, provided it is used ethically and responsibly in the educational processes, projects, and activities of our institution. 

As technology advances, we face significant challenges, such as ensuring data quality and understanding its impact on decision-making. While AI complements human work and boosts efficiency, it is crucial to use it responsibly to avoid biases and maximize its benefits. For this reason, we have created resources and guidelines to guide the ethical use of AI tools in teaching and learning processes.

See the guidelines here

The Future of AI

In recent years, AI has advanced significantly thanks to neural networks and large volumes of data. However, some experts believe that simply increasing the size of models will no longer yield significant benefits, calling for more creative ways to improve

Access to quality data is crucial for AI’s progress. Fields like biology and healthcare hold immense potential. Visual and video data will unlock new opportunities in areas like medicine, robotics, and automation. 

Another trend is the development of autonomous agents—systems that make decisions and adapt in real-time—revolutionizing sectors like logistics and education with smarter solutions. 

While we will see advancements in visual models with applications in medicine and security, challenges remain, including improving interaction with the physical world and common-sense reasoning. Tec de Monterrey is committed to preparing new generations to lead in this field, ensuring the ethical and fair development of AI


Source: World Economic Forum (2024). The Expanding Universe of Generative Models [Video]. URL: https://www.weforum.org/events/world-economic-forum-annual-meeting-2024/sessions/the-expanding-universe-of-generative-models 

Mitos y realidades

Mitos y realidades sobre la IA

La inteligencia artificial (IA) se ha convertido en una de las tecnologías más transformadoras de los últimos años, impulsando grandes avances en diferentes áreas y generando mucho de qué hablar. Sin embargo, su rápido desarrollo también ha dado pie a ideas erróneas y mitos. Por eso, es importante separar la realidad de las creencias equivocadas para entender mejor lo que la IA realmente puede y no puede hacer.

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Myths

"AI will replace all human jobs." 
While automation will impact some jobs, AI won’t eliminate most occupations; it will transform them. Many professions requiring complex skills, creativity, or empathy will still need people.

"AI makes decisions completely on its own without human input." 
This is not true. AI operates under human supervision and within the boundaries set by programmers.

"AI has emotions and self-awareness." 
AI lacks consciousness or feelings. It processes data and responds to patterns but doesn’t “feel” or “think” like humans. 

"AI is always objective and unbiased." 
Not entirely. AI can reflect the biases present in the data it’s trained on, leading to ethical concerns. 

"Only tech experts can understand AI." 
While creating AI requires advanced technical skills, you don’t need to be a data scientist to learn how to use it. People from various fields can apply it to their work. 
 

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Realities

AI is revolutionizing many industries. 
From medicine to education, AI is changing how things are done. For example, it helps detect diseases with greater accuracy and personalizes learning methods in education.

AI needs good data to perform well. 
The quality of AI’s output depends directly on the data it’s trained with. Incomplete or flawed data leads to unreliable results.

Today’s AI isn’t universal.
Most current AI applications are designed for specific tasks and cannot perform beyond their programming.

AI usage raises ethical challenges. 
Issues like privacy, fairness, and accountability must be addressed with an ethical approach.

AI complements human work.
Rather than replacing people, AI enhances efficiency, enabling workers to focus on more creative or complex tasks. This makes AI a tool that adds value rather than taking it away. 

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Sources

Benhamou, S. (2022). The Transformation of Work and Employment in the Age of Artificial Intelligence: Analysis, Examples, and Questions. CEPAL.

Russell, S., & Norvig, P. (2020). Artificial Intelligence: A Modern Approach (4th ed.). Pearson. 

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Teaching and Learning

Teaching and Learning
Teaching and Learning

Educational Artificial Intelligence Strategy

At Tec de Monterrey, we use Artificial Intelligence (AI) to transform the way we teach and learn. This includes the use of virtual assistants, adaptive assessments, and data analytics to personalize the educational experience. Our focus is on exploring, implementing, and evaluating AI tools that help teachers create more meaningful experiences for their students. This is achieved by adapting or transforming teaching strategies and integrating AI into their disciplines, which also better prepares them for their professional fields. In this way, we ensure that learning becomes more dynamic and tailored to each student’s needs. 

For this reason, we aim to equip students with key AI-related skills, both general and specific to their fields of study, so they are ready for a world where this technology is increasingly relevant. This ensures our students graduate prepared to tackle the challenges of today’s workforce, equipped with the skills needed to excel in a future shaped by technology. Furthermore, integrating AI into education represents a significant shift that impacts various areas of knowledge, inviting us to reflect on the ethical challenges that come with its implementation. 

To achieve this, it is essential to prepare and support teachers. Our strategy includes training activities, exploration spaces, and innovation initiatives that allow them to familiarize themselves with AI tools and design learning experiences integrated with these technologies. We offer a wide range of training options, from introductory courses to learn how to use AI, to specialized boot camps. With these tools, we support teachers in designing innovative approaches they can implement in their classes. 

AI and our teachers

Integrating AI into teaching and learning presents an opportunity for faculty to innovate and transform their teaching practices. The goal is to prepare students for their professional futures, address their personalized learning needs and interests, and optimize teachers’ time. To ensure effective use of AI, faculty undergo continuous training. 

Through the Center for Faculty Development and Educational Innovation (CEDDIE), Tec de Monterrey supports teachers in integrating AI into their teaching practices. Practical resources, webinars, expert talks, workshops, hackathons, summits, and other events are provided to foster the development of competencies and tools needed to design learning experiences. 

In summary, CEDDIE focuses on advising, supporting, and training teachers in the strategic use of AI, concentrating on three main areas: 

  1. Integrating artificial intelligence into the design of learning experiences.
  2. Through teachers, developing AI-related competencies in students for their fields of study.
  3. Encouraging creative ideas that improve various aspects of the educational process using this technology.  

AI Summit: Faculty projects

As part of Tec de Monterrey's efforts to support and train its teaching community in the strategic use of artificial intelligence, the AI Summit is a key event designed to create practical solutions that address real educational needs using AI tools.

In the 2024 edition, 180 innovative and dedicated teachers participated, presenting projects that integrated these tools into teaching activities and learning sequences, thereby improving instruction and enriching classroom learning experiences.

These projects are carefully implemented in classes to measure their impact on student learning, and the results obtained are used to design new AI-based educational tools and strategies.

The event projects focused on areas such as: 

  • Tool application
  • Evaluation and feedback
  • Development of disciplinary competencies
  • Personalized learning and tutoring
  • Simulations and immersive environments 

All of this is carried out while ensuring the responsible use of technology.

In the following link, you can explore the projects that teachers have carried out:

Visit the AI Summit website

Tools

TECgpt
Skill Studio
ChatGPT

For our Tec de Monterrey community, we have developed TECgpt, an ecosystem of generative AI tools like ChatGPT and Skill Studio that enables the creation of purpose-specific models. These models can be used directly or integrated into other tools, all within a private, secure, managed, and customizable environment designed exclusively for our institution. 

Skill Studio is an AI tool created by Tec de Monterrey as part of TECgpt, designed to simplify the setup and reuse of prompts. Essentially, it allows users to create "skills" with predefined variables, making it easier and faster to generate standardized and automatable tasks for both educational and administrative purposes. Once created, these "skills" can be shared as templates for institutional use, saving time and improving efficiency for those who use them.

Examples of "skills" already developed include: "Create a problem-based scenario," "Design a challenge," "Plan the strategy for your educational unit," and "Create a learning activity." These tools serve as starting points, leaving it up to the teacher to verify and adjust the results according to their specific needs.

So far, more than 800 "skills" have been developed, focusing on areas such as content design, evaluation, and adapting strategies to specific contexts. Examples include Python calculations, evaluation reports, character creation for scripts, and concept generation based on storytelling. Skill Studio is available to all Tec de Monterrey faculty and staff who request access. 

Within the ecosystem of TECgpt tools, we also have an institutional chatbot that allows teachers and staff to interact with one of the most advanced AI models through a simple and user-friendly interface. 

Users can ask questions via text or voice, solve doubts, upload documents to interact with them, and even generate images. All of this takes place in a safe and controlled environment, without worrying about data privacy, as it is not used to train future models. 

Adaptive Learning at Tec de Monterrey

Adaptive Learning at Tec de Monterrey

At Tec de Monterrey, we use adaptive learning strategies to personalize education. This involves applying modern teaching methods, data analytics, and advanced AI algorithms to design customized learning paths for each student. This approach makes their educational process more effective and efficient by taking into account their level, profile, and specific needs. 

Additionally, this strategy allows teachers to identify areas where their groups may be struggling, enabling them to adjust their teaching methods, improve student performance, and optimize overall outcomes. 

This tool is part of our initiative to ensure student success, helping them level up their knowledge from the start of their academic program, especially in STEM subjects (science, technology, engineering, and mathematics), which are often crucial during the early stages of their education 

Strategic Resource Areas

Tec de Monterrey's main AI resources are organized in the following areas
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