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Thinking about Artificial Intelligence in the 21st Century

Rui Baltazar

Created on April 14, 2026

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Thinking about Artificial Intelligence in the 21st Century

PORTUGAL

Rui Baltazar International Projects Coordinator europe@ei.edu.pt

Rui Baltazar

Computer Management and Programming Technician at the Escola Profissional de Odemira (1991/92) International Projects Coordinator Digital Ambassador – Ministry of Education of Portugal (2020–2025) Computer Science Teacher in Vocational Courses Teacher Trainer Master’s Degree in Education – Specialization in Computer Science Education Coordinator of several European Projects Participant in more than 30 European Projects Coordinator of the following international courses: EduVideo 360: Digital Creativity for Inclusion, Sustainability and Well-Being 3D Printing and Robotics in Education Digital Tools, Gamification and Artificial Intelligence in Education

Nacional

Formação para particulares e empresas

International

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Artificial Intelligence (AI)

What is AI? Artificial Intelligence is the ability of computer systems to perform tasks that would normally require human intelligence, such as learning, recognizing patterns, making decisions, or understanding language. It learns from data and examples, not from emotions or intentions. AI does not think and has no consciousness.

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Artificial Intelligence (AI)

  • Main areas of impact: education, healthcare, industry, and creativity.
  • AI ≠ “intelligent” robots.

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

History of Artificial Intelligence (AI)

1943 – First mathematical model of neurons (McCulloch & Pitts) 1950 – Turing Test – the question “Can machines think?” 1956 – Dartmouth Conference – the term “AI” is officially introduced

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

History of Artificial Intelligence (AI)

1960s–1970s – Early optimism — first chess programs and expert systems 1980s–1990s – AI Winter — lack of computational power and data

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

History of Artificial Intelligence (AI)

The return of AI driven by the growth of data and computational power. 2000s – Statistical models begin to outperform rule-based systems. AI starts to learn from examples rather than follow fixed instructions. Deep learning – Neural networks with multiple layers enable major breakthroughs. Advances in computer vision, speech recognition, and natural language processing. 2022–2025 – Rise of generative models such as GPT, Claude, Gemini, and Stable Diffusion.

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Risks, Ethics and Regulation of AI

Risks: algorithmic bias, privacy, misinformation, technological dependency How did the AI reach this decision? AI hallucination Letting the machine “think” on its own Copy & paste / loss of creativity Lack of cognitive stimulation Data privacy European regulation

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

The Future of AI and Innovation

Risks: algorithmic bias, privacy, misinformation, technological dependency How did the AI reach this decision? European regulation

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Some IA tools

30th November 2022

Some IA tools

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Creation of summaries of documents in audio, video, mind maps, and much more…

Some IA tools

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Perplexity uses retrieval-augmented generation (RAG) to cite sources for accuracy, acting as a research tool to summarize, explore topics, and find up-to-date information.

Some IA tools

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Presentations, websites, and much more

Some IA tools

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Video creation, translation, and much more…

Thank you very much for your attention and time!

Esto es un párrafo listo para contener creatividad, experiencias e historias geniales.

Thinking about Artificial Intelligence in the 21st Century

Parque Verde - Seixal PORTUGAL 31th March 2026

Rui Baltazar International Projects Coordinator europe@ei.edu.pt