Certified - Introduction to AI

The final episode closes the series by reflecting on AI’s future and the shared responsibility of shaping it. We begin by revisiting the transformative power of AI, from its applications in healthcar…

AI is not just changing industries; it is also shaping careers. This episode explores the landscape of professional roles, from data scientists and machine learning engineers to AI ethics specialists…

AI is not just a technical field but a geopolitical one, with nations competing for leadership. This episode begins by examining the United States, with its strong base of academic research, private-…

While AI offers opportunity, it also introduces risks ranging from immediate harms to existential threats. This episode begins with short-term issues: biased decision-making, privacy violations, job …

Quantum computing represents a radical shift in computation that could accelerate AI research. This episode introduces the basics of qubits, superposition, and entanglement, explaining how quantum sy…

AI is being applied to one of humanity’s most pressing challenges: climate change. This episode explores how AI analyzes satellite imagery, sensor data, and weather models to predict extreme events s…

Creativity was once thought uniquely human, but AI is increasingly active in music, art, and writing. This episode begins with early experiments in rule-based composition and visual generation, then …

Hybrid intelligence recognizes that humans and machines each bring unique strengths to problem-solving. This episode explores the concept in detail, beginning with human skills such as creativity, em…

Artificial General Intelligence, or AGI, represents one of the most ambitious goals in AI research: the creation of systems that can perform a wide variety of tasks with human-level flexibility. This…

Beyond technical and practical questions, AI raises profound philosophical debates. This episode begins with Alan Turing’s foundational question — can machines think? — and examines the Turing Test a…

AI is transforming national security strategies worldwide. This episode begins with intelligence analysis, where AI processes signals, satellite images, and vast text datasets at speeds impossible fo…

As AI spreads across every sector, law is racing to keep pace. This episode begins with an overview of national and regional approaches, including the European Union’s AI Act, the United States’ sect…

AI is reshaping the workplace as profoundly as earlier industrial revolutions. This episode begins by exploring the jobs most vulnerable to automation, including roles in manufacturing, logistics, an…

AI systems are powerful, but when their outputs cannot be understood, they risk losing trust. This episode explores transparency and explainability as core qualities for responsible AI. We begin by d…

AI systems thrive on data, but the more data they use, the greater the risk to privacy. This episode begins with an overview of the types of data AI consumes: personal identifiers, biometric data, lo…

No issue highlights AI’s societal impact more sharply than bias and fairness. This episode begins by defining bias in AI systems and tracing its sources to data, algorithms, and human choices. We exp…

AI is no longer confined to labs or corporations; it lives in homes, cars, and devices people use every day. This episode introduces virtual assistants such as Siri, Alexa, and Google Assistant, whic…

Entertainment and media have embraced AI in ways that are visible to millions of people every day. This episode explores recommendation engines that power streaming platforms like Netflix, YouTube, a…

Government and defense agencies are among the most active adopters of AI, using it to improve efficiency, security, and decision-making. This episode begins with early uses in census processing and l…

Education is a sector where AI promises to personalize learning at scale. This episode looks at intelligent tutoring systems, adaptive learning platforms, and automated grading tools that free teache…