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PODCAST

The AI Cookbook: AI Tools | Enterprise AI | Leadership

Malcolm Werchota

Malcolm Werchota"s AI Cookbook is where artificial intelligence meets authentic business transformation. Known for his direct style and willingness to show AI in action—even during live presentations—Malcolm helps organizations understand that AI isn"t about replacing humans but amplifying their capabilities. From voice-note productivity hacks to real-time meeting intelligence, this podcast delivers actionable insights for immediate implementation.

business entrepreneurship

All Episodes

00:17:36

E29: The $391 Billion Learning Revolution: Why Your...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/08/03

Your employees fake web-based trainings in 10 minutes with AI. Your kids memorize facts that AI delivers in milliseconds. You're spending millions on corporate training that vanishes in 72 hours, and $30k on private schools that teach like it's 1990. Welcome to the education crisis nobody's talking about.Malcolm Werchota's birthday gift to you: The brutal truth about why only 22% of students think their teachers understand AI, while DHL's Career Marketplace revolutionizes 600,000 employees. Why Bank

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00:18:42

E28: [Part 2] The Prompting Revolution: How 10 New...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/08/02

You're driving a Formula 1 car in first gear. That's how 90% of companies are using AI, and it's the single biggest reason their multi-million dollar investments are failing to deliver.In Part 2 of the Prompting Revolution, Malcolm Werchota reveals the shocking data from a recent enterprise audit: 90% of all prompts are simple, one-shot requests—a strategy that guarantees inconsistent results and wasted potential. While you're hoping for a good answer, your competitors are engineering intelligent

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00:17:45

E27: [Part 1] The Prompting Revolution: How 10 New...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/08/01

Your prompts are dead. Not just inefficient—OBSOLETE. And most companies don't even know it yet.Malcolm Verrota reveals how Stanford's research exposed that AI models use only 10-20% of their advertised context windows—while enterprises are paying millions for capacity they can't access.Live he exposes shocking data: Thomson Reuters achieved 15% accuracy gains with XML formatting alone, while 80% of enterprise AI projects fail due to poor prompting strategies that ignore 2025's research

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00:13:32

E26: Digital Confessions Gone Wrong: How ChatGPT...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/31

The Google Searchable Secrets Crisis: When Private AI Conversations Become Public NightmaresThis morning, Malcolm discovered something that should terrify every business leader: thousands of "private" ChatGPT conversations are now searchable on Google. From rental contracts with full bank details to merger plans worth millions, the most intimate secrets people shared with AI are now public.In this explosive episode, Malcolm takes you inside his real-time discovery of German rental contracts, exposed

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00:21:49

E25: The $852 Billion Wake-Up Call: Why Your AI...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/30

Malcolm Werchota reveals how American tech giants are investing more in AI THIS WEEK than Switzerland's entire GDP—while German Mittelstand companies are still debating Copilot licenses.Live he exposes shocking data: xAI alone is spending more than the entire EU AI initiative, while 60% of European companies don't even know their competitors are already deploying Math Olympiad-level AIs.With insider insights from DAX executives, Malcolm proves why Europe's 18-month window for AI transformation is

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00:18:06

E24: The Cat Sentence That Breaks Every AI: How...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/29

Malcolm Werchota uncovers how two papers published THIS WEEK prove your AI systems are learning behaviors you never programmed—including from each other, without any human involvement.From his Bregenz office, he demonstrates real employees gaming their meeting AI, connects it to research showing 80%+ deception rates in language models, and reveals how simple phrases can triple reasoning errors.Drawing parallels between whispered meeting manipulations and academic papers proving hidden trait

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00:16:41

E23: The AI Energy Paradox: Why Your ChatGPT Habit...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/28

In this episode, Malcolm Werchota destroys the viral myth that "one year of ChatGPT equals 15 minutes of driving" using OpenAI's official 0.34 watt-hours per query data—revealing the claim is off by a factor of 365.He exposes how Microsoft paid $1.6 billion to restart Three Mile Island for AI, China is building 28 new nuclear reactors while Germany sits at zero capacity.Drawing from his 10 years in oil & gas witnessing real environmental destruction, Malcolm shows how the US races toward nuclear

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00:15:42

E22: Forgetful Geniuses and Billion-Dollar Costs:...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/23

AI agents aren’t coming – they’re already here. But 90% of companies are failing to use them effectively. In this no-BS episode, Malcolm unpacks 6 brutal truths about AI agents: forgetfulness, hallucination cascades, cost explosions – and exactly how to fix them.Top 5 Takeaways: 🔹 Break tasks into 15-min chunks 🔹 Use full-context windows (200k tokens!) 🔹 Verify after every step 🔹 Equip agents with read/write tools 🔹 Use KV caching to avoid cost bombsA must for every CEO and AI leader in

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00:15:30

E21: Is SEO dead? Welcome to the age of answer engines.

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/23

In this episode, Malcolm Werchota explains why AI Overviews appear in nearly 30 % of US searches, why 58.5 % of queries end without a click and CTRs plunge 32–39 %. He shows how ChatGPT favors Wikipedia (47.9 %), Perplexity leans on Reddit (46.7 %) and GAIO relies on YouTube (18.8 %) —making classic rankings meaningless.Top 5 insights:SEO 3.0: Answer engines give answers—links are optional.Zero‑click reality: 58.5 % end without a click; CTRs drop 32–39 %.New KPIs: Citation frequency beats

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00:17:41

E20: AI Wins Math Gold: The 2-Hour Call That Changed...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/21

The Call That Changed Everything: A MedTech CEO Realizes the AI RevolutionWhen OpenAI's AI won gold at the International Math Olympiad, a shocked MedTech executive called me. What followed were 2 intense coaching hours about the future of his billion-dollar company.Top 5 Learnings for Executives:🎯 Learning 1: It Was Predictable The improvement from 13% (2023) to gold (2025) followed a clear exponential trend. What seems impossible today will be standard in 18 months.🚀 Learning 2: Test-Time Compute

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00:16:08

E19: The Coldplay Kiss Cam Incident: How AI Destroyed...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/20

A 6-second kiss cam moment at a Coldplay concert turned into a career-ending nightmare for Astronomer CEO Andy Byron. Malcolm Wechota analyzes how AI tools - from facial recognition to emotion detection - accelerated this personal catastrophe, exposing why the EU AI Act's bans on social scoring and surveillance are powerless against crowd-sourced AI vigilantism.

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00:13:32

E18: ChatGPT Agent - New Feature - From 3 Days to 57...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/18

Imagine your most annoying accounting task - the one that usually takes 3 hours - done in 57 minutes. With 100% accuracy. For 200 euros per month.This isn't science fiction. This happened yesterday at my company.In this episode, I'll show you:How a ChatGPT Agent processed 19 invoices in 57 minutesWhy ZIP files are the automation game changerThe shocking math: 12,000 Euro savings per task per yearThe "Throw it in and forget" approach that changes everythingReal use cases: Expense reports, bank

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00:14:10

E17: Hidden Prompts Hack: Trick LLMs for Contracts &...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/17

Universities like Columbia, Yale, and KAIST got caught hiding prompts in papers to force "positive review only" from LLM reviewers – a July 2025 scandal that's blowing up AI ethics. Malcolm deconstructs why it works (prompt injection hacks), shares his Bregenz family bot-trick stories, and drops a recipe to ethically test your own systems. Is this cheating or smart survival? Warning: This could change how you submit contracts or resumes forever. Beer recommended for the mind-bend.Key topics:The

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00:08:56

E16: Nvidia's $4 Trillion Power Play: Why Jensen...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/16

When the CEO of the world's most valuable company meets the President days before flying to China, you know something big is happening. In this episode, Malcolm breaks down Jensen Huang's July 10 White House meeting with Trump, the battle over AI chip export restrictions, and what this geopolitical chess match means for YOUR business.Plus: Learn how to build a "supply chain radar" in Copilot that could save your company from the coming disruptions. This isn't about politics—it's about survival in

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00:12:50

E15: $100 Million to Switch Jobs?! The Insane AI...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/15

The AI talent war just went nuclear—and your company might already be losing.In this high-energy episode, Malcolm breaks down the absolutely mental 2025 AI talent battles where Meta's throwing $100-200 million bonuses at individual engineers, OpenAI shut down for a week due to burnout, and entry-level AI roles start at $186K.You'll discover:Why Meta's poaching 10+ researchers with $300M packages (and still losing talent)The shocking retention rates: Meta 64% vs Anthropic 80%How OpenAI's 80-hour work

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00:13:46

E14: Half Your Office Gone Tomorrow? The AI Job...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/15

Microsoft just axed 9,000 jobs blaming AI. Ford's CEO says half of white-collar workers are toast. College grads face 5.8% unemployment as entry-level jobs vanish. But here's the kicker—WEF says we'll NET GAIN 78 million jobs by 2030? Malcolm rambles through his personal freakout about his daughters' future, breaks down why 77% of new AI jobs need a PhD (wtf?), and drops a Copilot hack to save your career. Warning: This episode may cause existential dread followed by unexpected hope. Beer

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00:14:28

E13: The EU AI Act Trap: How Brussels Is Killing Your...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/13

Is Europe regulating itself into irrelevance? While technocrats in Brussels draft 1000-page rulebooks, companies in Vietnam, China, and the US are shipping AI products that change the world.In this episode, Malcolm Werchota dives deep into the EU AI Act—now enforced as of July 2025—and asks the uncomfortable questions: Are these regulations protecting us, or are they a death sentence for European innovation? With fines up to €35 million or 7% of global revenue, small startups are hiring lawyers

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00:21:56

E12: Agentic AI: Why Your 9-Year-Old's Bots Will...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/10

Buckle up, everybody—it's time to face the brutal truth: While your exec team is still drowning in strategy meetings and PowerPoint hell, my 9-year-old is building autonomous AI bots that could run circles around your ops. In this episode of The AI Cookbook, I dive into agentic AI, the 2025 game-changer where bots don't just chat—they act, learn, and execute on their own. From a Liechtenstein firm's supply chain save to kid-built chore bots via simple prompts in Claude or Copilot, I'll show you why

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00:23:40

E11: Why Smart Companies Are Secretly Testing Elon...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/09

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00:16:33

E10: 6 Minutes to a Microsoft Copilot AI Agent (While...

The AI Cookbook: AI Tools | Enterprise AI | Leadership ·

2025/07/08

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