Human Judgment in the Age of AI & Algorithms by Federico Garay, Milena Garay

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

What you'll 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

Requirements

● No technical background required — this course requires zero knowledge of AI, data science, or machine learning
● Currently using or planning to use AI in daily work, at any level
● Suitable for all seniority levels, from individual contributors to senior leadership
● All downloadable resources are ready to use immediately after the course — no implementation project required

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.
• able 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
✓ Detect groupthink and time pressure as the two conditions most likely to cause teams to surrender collective judgment to an algorithm
✓ Walk away with a personal commitment framework and a complete downloadable toolkit ready to use from day one
Why do L&D leaders make this course mandatory?
"It's the only AI training that addresses the human side of the problem — not just the tools. Our Legal team finally stopped worrying about what our employees were approving."
"After a costly incident, we needed to prove we had trained our team. This course gave us the documentation and evidence Legal required."
"We made it mandatory company-wide. In just 2 hours, every employee has a shared protocol for AI decisions. The investment paid for itself within the first week."
This course is your organization's insurance policy against AI risk
Every day your team uses AI without this training, you are accumulating risk.
Every AI-assisted decision made without a clear protocol is a potential liability.
Every employee who approves an algorithm's output without meaningful oversight is one audit away from a problem your legal team can't fix.
But that ends here.
In less than 2 hours, you will transform your team into professionals who use AI with confidence, accountability, and the judgment to know when to push back.
The question is not whether you can afford this course.
The question is: can you afford NOT to take it?
Enroll now and protect your organization.
This course includes
• 2 hours of video content
• 8 downloadable resources — PDFs, checklists, frameworks, and templates
• Certificate of completion
Start today. Protect your organization tomorrow.
I'll see you in Lesson 1.
— Fede

Who this course is for

■ Corporate professionals who use AI tools in their daily work and need to align with responsible and compliant practices
■ HR, Legal, and Compliance leaders responsible for ensuring their organization complies with the EU AI Act, GDPR, and global AI regulations
■ Managers and team leaders who oversee AI usage and need clear protocols to protect their teams from legal and operational risks
■ Professionals in Marketing, Sales, Finance, or any function that handles customer or employee data and uses AI for analysis, content creation, or decision-making
■ Employees designated by their companies to obtain certification in responsible AI usage as part of mandatory corporate compliance programs

Homepage

https://www.udemy.com/course/human-judgment

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