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Human Judgment in the Age of AI & Algorithms (Udemy.com)

Navigate AI risk: automation bias, meaningful human control, and a decision protocol for responsible AI use

Created by: Federico Garay

Last updated September 2026

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What you will learn

  • Apply a repeatable decision protocol — the PAUSE Framework — to any AI-assisted decision, reducing the risk of approving outputs without adequate human review
  • Walk away with a personal commitment framework and downloadable toolkit ready to use from day one back at work
  • Identify the four psychological mechanisms that cause professionals to over-trust automated systems — and how to counteract them in real work scenarios
  • Understand the legal implications of AI-assisted decisions: what meaningful human control means
  • Recognize when an AI output requires independent verification — and execute that verification in under two minutes using four structured techniques
  • Protect the professional skills most at risk from AI dependency — the ones that define your team's judgment when the system gets it wrong

How it compares

Against the other 1,210 rated Udemy courses in Business on CourseDuck:

  • Rating4.4 out of 5higher than 27% of them
  • Reviews191#952 of 1,211 by number of reviews
  • Length0.9 hoursshorter than 90% of them
  • Last updatedSeptember 2026more recently than 93% of them

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Course Description

AI is transforming how your team works. Your employees use it every single day — to draft, analyze, decide, and approve.

But here's the question nobody is asking:

When your AI gets something wrong — and it will — what do your people do about it?


Every time an employee acts on an AI output without thinking, your organization is one decision away from a discrimination lawsuit, a regulatory fine, or a reputational crisis no PR team can fix.



And here's the problem: most teams use AI…

  • … without knowing which cognitive biases make them trust it blindly

  • … without a protocol for when to verify — and when to push back

  • … without understanding what "meaningful human control" means legally

  • … without the skills to override an algorithm and defend their reasoning

  • … without realizing that "the AI recommended it" is not a defense in court

The good news? Building a team that uses AI responsibly is 100 times cheaper than defending a lawsuit after they don't. And it would take under two hours.



Why is this course essential for your organization?

Regulators are catching up — fast. The EU AI Act, already in force, requires documented human oversight for high-risk AI decisions. The US is regulating state by state. Latin America is following the European model.

In every jurisdiction, the standard is the same: "a human reviewed it" is no longer enough. Courts and regulators are now asking whether that human meaningfully understood and controlled the decision.

Your organization needs to be ready. Now.


Not just to avoid fines, but to:

  • Protect your brand from reputational damage

  • Prevent employment lawsuits caused by algorithmic bias

  • Demonstrate to clients and regulators that your AI decisions are defensible

  • Build a competitive advantage through teams that use AI with confidence and accountability


What makes this course unique

  • This is NOT a technical course. It is designed specifically for non-technical corporate professionals: HR, Legal, Compliance, Finance, Marketing, Sales, Managers — anyone whose decisions are being shaped by algorithms.

  • This is NOT abstract theory. Every concept is grounded in real cases where organizations made costly mistakes — and backed by a practical framework your team can apply from day one.

  • This IS the course that answers the question your board, your clients, and your regulators are already asking: when your AI gets something wrong, what did your people do about it?


What you’ll learn in this course

MODULE 1: Wake Up — AI Is Already Making Decisions For You

Your team will understand why human judgment isn't just valuable in the age of AI — it's legally and professionally irreplaceable. They'll see exactly how algorithms are already shaping workplace decisions, often without anyone noticing.


MODULE 2: AI 101 — What It Actually Is (And What It Isn't)

  • Your team will demystify AI once and for all.

  • How large language models actually work, why they hallucinate with complete confidence.

  • How to evaluate any output before acting on it.

  • Including three real corporate cases where the moment that mattered wasn't when the AI got it wrong — but when a human had to decide what to do about it.


MODULE 3: How Your Brain Works (And Why That's a Problem)

The module nobody includes in AI training — and the one that changes everything.

  • Identify the four psychological mechanisms that make smart professionals over-trust automated systems.

  • Recognize your personal weak spot.

  • Learn to detect the moment their brain quietly stops doing its job.


MODULES 4: The Automation Trap & The High-Stakes Moments

  • Confront the long-term consequences of AI dependency.

  • See exactly where these risks hit hardest in their specific roles — HR, Legal, Marketing, Management.

  • Walk away with the first two practical tools: how to slow down on purpose, and how to override an algorithm and defend the reasoning.


MODULE 6: Your Judgment Toolkit

This is where the course pays off.

  • Build a complete, repeatable decision protocol — the PAUSE Framework.

  • Four stress-testing techniques.

  • A personal commitment framework.

  • A set of downloadable resources ready to use from the very next AI-assisted decision.


  • Downloadable Resources Included (8 PDFs/Documents):

    • AI vs Human Thinking —Understand at a glance what AI can and can't do

    • The Meaningful Human Control — a 3-question checklist for every consequential AI approval

    • Which Bias Gets You? — a personal self-assessment to identify your cognitive weak spot

    • The Bias Audit Exercise — a structured 3-step review of any AI-assisted decision

    • The 30 Second Friction Check — a reference card for individual and team use

    • How To Override An Algorithm — a working document to build and defend your reasoning

    • The PAUSE Framework — a quick reference card for every AI-assisted decision

    • My 10 Commitments — a personal accountability document to complete and keep


Your Instructor

Federico Garay — Udemy Best-Selling Instructor with a distinctive teaching style: engaging, high-energy, approachable, and empathetic. His “talking head” approach delivers dense content in a clear and accessible way, allowing him to stand out in highly competitive markets.

Over 500,000 students worldwide have achieved their goals by building practical skills through his courses.

IMPORTANT: Generative AI was used in the development of this course, with human oversight applied at every stage of the process.


By the end of this course, you will be able to:

✓ Identify the four psychological mechanisms that cause professionals to over-trust automated systems

✓ Apply the PAUSE Framework to any AI-assisted decision in under two minutes

✓ Stress-test any AI output using four practical techniques that take less time than reading it twice

✓ Override an algorithm confidently and document the reasoning in a way that withstands scrutiny

✓ Understand what meaningful human control means legally — and prove it when regulators ask

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Instructor Details

Federico Garay

¿Por qué he llegado a más de 500.000 estudiantes pero mi calificación global no baja de 4.7 estrellas?

Primero, porque hago todo esto con mucho amor.

En segundo lugar, porque me lo tomo muy en serio, pero sin dejar de divertirme. Aunque tal vez también porque soy un apasionado por aprender y por compartir lo aprendido.

Soy como mis estudiantes: quiero ser mejor, cada día, un poquito.

Me he propuesto desarrollar cursos en Udemy (¡más de 50 ya!) para transmitir mi experiencia, conocer personas con ganas de ser mejores, y mejorar mi calidad de vida haciendo lo que me gusta. Más de 500.000 estudiantes se han unido a esta aventura.

Soy el fundador de Escuela Directa, una usina de contenido que promueve la educación ACCESIBLE para TODOS.

Hasta los 42 años, mi profesión formal era la Psicología (con más de 20 años de experiencia clínica y especializado en Drogadependencias).

Mi profesión me ha llevado a trabajar mucho en docencia y en especial con jóvenes.

También soy Licenciado en Artes Plásticas, y me paso horas dibujando cómics, programando, o tomando fotos. He cantado en coros, he bailado en murgas, he militado en política, me apasiona la buena cocina, viajar mucho, participar en mi comunidad y tener mis sentidos siempre abiertos.

Y ya que estamos, soy Especialista en Excel (MO-200) certificado por Microsoft.

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Reviews

4.4

191 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Gurleen Kaur on 10/16/2026

Role play is not completing my practice after trying almost 12 times

By Padmanav Kundu on 10/16/2026

Vey practical course. It bridges the gap between complex AI concepts and everyday human decision-making perfectly. The examples given are highly relevant and easy to apply in my work

By Emmanuel Moyo on 9/30/2026

Great choice ...amazing!

By Nomthandazo Mehlwana on 8/7/2026

It is very informative and I'm enjoying it

By Thomas Stagat on 8/6/2026

well structured. easy and exciting to follow

By Charlie Parry on 7/30/2026

great course thank you

By Doug Gann on 7/21/2026

All good clear points and material so far!

By Mahesh Salunke on 7/5/2026

Very informative video.

By Julien Păduraru on 6/9/2026

Great session. It is very important people know that AI is God, because is not. A lot of hallucination and biases are still in the AI. Thanks. Best regards!

By Ansh Jain on 10/1/2026

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Read all 191 reviews on Udemy

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Overall Score : 88 / 100