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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

00:27:59

E89: Is NVIDIA Undervalued? The $5 Trillion Valuation...

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

2025/11/02

NVIDIA just became the first company in history to hit a $5 trillion valuation — and most analysts think it’s overpriced. But what if they’re completely wrong?In this episode, Malcolm Werchota breaks down why NVIDIA’s $5 trillion market cap might be the biggest misjudgment in tech investing. With $500 billion in signed chip orders, 90% market share in AI chips, and an unbreakable software moat called CUDA, NVIDIA isn’t just riding the AI wave — they’re building the infrastructure that makes

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00:18:23

E88: AI Replacing 30K Amazon Jobs — Career Survival...

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

2025/10/31

Amazon’s announcement of 30,000 corporate layoffs marks the largest job cut in company history—and it’s just the first wave. In this eye-opening episode recorded from Zurich Airport, Malcolm Werchota exposes the brutal economics behind Amazon’s AI-driven workforce reduction and what it means for white-collar workers everywhere. With leaked documents revealing plans to eliminate 600,000 positions by 2033, this isn’t just Amazon’s story—it’s a preview of what’s coming to every industry.Key Topics

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00:27:34

E87: ChatGPT Awards – The Billion-Token Club: How...

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

2025/10/29

OpenAI launched a new awards program in October 2025: “Tokens of Appreciation” — physical trophies for companies based on their ChatGPT usage. The numbers are insane: only 141 companies worldwide received these awards. McKinsey leads with 100 billion processed tokens — equivalent to 75 billion words, or roughly 7 million consulting reports. PwC follows as the largest ChatGPT Enterprise customer with over 100,000 licenses, and is now the first official OpenAI reseller.This episode reveals: when the

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00:34:58

E86: AI Drama – AI in War: Lavender, Palantir & the...

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

2025/10/27

Did you know...that the same AI infrastructure your company relies on is also being used to identify military targets in Gaza and Ukraine? This episode exposes the shocking reality behind systems like Lavender and Palantir — and what that means for your company’s AI strategy.In January 2024, a drone strike killed three U.S. soldiers — even though a state-of-the-art AI defense system had detected the incoming drone. The algorithm simply froze. Why? Because it couldn’t tell friend from foe when an

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00:26:09

E85: Chip Shortage 2025: How Netherlands-China...

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

2025/10/19

When the Dutch government seized chipmaker Nexperia on September 30, 2025, they thought they were protecting European interests. Instead, they triggered a supply chain catastrophe that could shut down automotive production worldwide.In this episode of The AI Cookbook, Malcolm Werchota breaks down the spectacular policy failure that cut off 6 billion chips per month, threatens car factories across three continents, and reveals everything wrong with Europe's approach to the US-China tech war.What

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00:08:47

E84 - AI Drama | Brazil's Lesbian Dating App...

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

2025/10/19

🎧 Listen now:Spotify:https://open.spotify.com/episode/249ZA6nHHoKmaiGYqY6Jum?si=91mGWjWJT-ur14At1KWpjAApple Podcasthttps://podcasts.apple.com/at/podcast/brazils-lesbian-dating-app-disaster-ai-security-flaw/id1846704120?i=1000732455609💔 DescriptionMarina thought she finally found safety. A lesbian dating app in Brazil — built by queer women, for queer women. Manual verification. No fake profiles. No men.Then everything went wrong.In September 2025, Sapphos launched as a sanctuary with government-ID

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00:20:27

E83 - Weekly News Recap - Google's Cancer...

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

2025/10/18

Google DeepMind's AI just discovered a new cancer treatment that scientists validated in the lab - and it could transform how we treat 85% of lung cancers. This is AI's moonshot moment.In Episode 83 of The AI Cookbook, Malcolm Werchota breaks down the 5 biggest AI stories from October's second week, proving we're witnessing the industrialization of artificial intelligence. From breakthrough medical discoveries to tools that finally make AI adoption measurable, this weekly recap delivers the business

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00:23:22

E82: Dubai's $1.4T AI Push: Strategic Expansion...

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

2025/10/16

Just back from GITEX Global 2025 in Dubai, our Managing Partner Sumeyra Yildirim noticed something fundamental: the conversation has shifted from “what can AI do?” to “how do we scale it?”—and the UAE ecosystem is deliberately optimized for speed.In this episode, Malcolm Werchota breaks down why werchota.ai is seriously exploring expansion to the UAE, sharing insights from Dubai’s largest tech conference and the strategic logic behind this decision.What you’ll discover:The infrastructure reality:

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00:31:46

E81: Build Better AI Agents (Part 2): The Five...

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

2025/10/14

After learning why AI agents fail in Part 1 (attention budget, context rot, orchestration limits), Malcolm Werchota now reveals how to build scalable, long-running AI systems using Anthropic’s framework for Context Engineering.This episode goes beyond prompts — it’s about architecture. Malcolm introduces the five building blocks of Context Engineering:1️⃣ System Prompts – Define your agent’s identity, purpose, core capabilities, and quality standards. 2️⃣ Minimal Tool Sets – Stop giving 20 tools;

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00:26:35

E80: Build Better AI Agents: Context Engineering Over...

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

2025/10/14

Your AI agents work—but they’re not smart. They follow instructions, yet fail on edge cases, forget context mid-task, and need constant supervision.Malcolm Werchota reveals why your invoice automation, podcast metadata generation, and business workflows keep breaking down—and why it’s not the AI’s fault. The missing piece is context engineering, a concept most people have never heard of.In this two-part series, Malcolm breaks down Anthropic’s groundbreaking research on how to build AI agents that

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00:29:46

E79: AI Cybersecurity: How Hackers Use ChatGPT &...

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

2025/10/12

80% of ransomware attacks now use artificial intelligence. In this episode, Malcolm Werchota exposes how criminals with zero programming experience are using ChatGPT and Claude to build sophisticated cyberattacks—and why your business might already be compromised.Discover the real case of "Mr. X," who used AI to infiltrate 17 organizations, steal financial data, and craft psychologically-targeted ransom demands worth up to $500,000—all without understanding basic code. Learn how North Korean

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00:36:35

E78: Chip Wars 2.0: US-China AI Supply Chain Crisis,...

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

2025/10/11

The US–China chip wars just entered a dangerous new phase. China announced rare earth export controls on materials critical for AI chip manufacturing the same week Trump imposed 100% tariffs on Chinese imports. This isn’t just geopolitical theater—your AI infrastructure costs and availability are about to change dramatically.In this week’s AI roundup, Malcolm Werchota breaks down what’s actually happening in the global AI supply chain and why European businesses can’t afford to sit on the sidelines

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00:28:51

E77: The LocalMind.ai Security Breach – Austrian AI...

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

2025/10/09

In this investigative episode, Malcolm Werchota dissects the LocalMind disaster and exposes the myth that geography equals security.Learn why Microsoft’s cloud is safer than local startups, how to run proper AI vendor security audits, and the five technical questions every organization must ask before adopting AI tools.Key takeaways: • “Local and secure” is marketing, not magic • The 77% AI startup breach rate nobody talks about • Third-party audit obligations under GDPR • Spotting AI-generated code

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00:25:43

E76: ChatGPT Apps Explained: OpenAI Dev Day 2025...

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

2025/10/08

OpenAI’s Dev Day 2025 introduced ChatGPT apps — a new ecosystem that lets users book travel, create content, and manage tasks directly inside ChatGPT. Malcolm analyzes whether this platform play will succeed, why developers are wary, and what it means for businesses considering ChatGPT automation.Key Topics Covered1. The ChatGPT Apps AnnouncementHow the new ecosystem works (Booking.com, Expedia, Spotify, Canva, Figma, Coursera, Zillow)800 M weekly active users (up from 700 M)8 billion tokens/minute

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00:43:32

E75: Deloitte AI Scandal: Why Consulting Firms Are...

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

2025/10/07

The consulting industry just had its "Titanic moment." Deloitte refunded the Australian government $440,000 after delivering a report filled with AI hallucinations—fake citations, non-existent research, and fabricated quotes. But this isn't just one firm's mistake. It's a symptom of a dying business model.In this episode, Malcolm Werchota breaks down why traditional consulting firms like McKinsey, BCG, Deloitte, and PwC are sitting on an ejector seat in the age of AI. The old pyramid model—one

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00:20:09

E74: Claude Code - Automate PDF & Excel Workflows...

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

2025/10/06

Think AI automation is only for programmers? Wrong. In this episode, Malcolm Werchota shows you how to process 50 – 200 PDFs, Excel files, and other documents automatically – without writing a single line of code. No developer skills, just 5 minutes to install.Poorani, Malcolms colleague, now spends 60–70 % of his time in Claude Code (instead of a browser) and runs his entire company with 50 – 100 AI agents – no engineers in sight. You’ll learn how parallel agents make you 10× faster (25 minutes →

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00:25:05

E73: 100,000 CHF Lost Every Year: The AI Training Gap...

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

2025/10/05

Small medical practices are losing an average of 100,000 CHF per year — not due to bad medicine, but due to missing AI tools in billing and administration. In this episode, Malcolm Werchota exposes a massive inefficiency in the DACH healthcare system: Medical Practice Assistants (MPAs) working without AI training, just as the TARDOC migration with 4,600 new billing codes approaches.The result? 5–7 hours of manual work every weekend, unread email floods, and six-figure losses from billing errors. And

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00:32:26

72: Claude Sonnet 4.5, OpenAI Sora 2, Meta Vibes, AI...

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

2025/10/03

This week, AI split into three competing futures – and business leaders need to understand which path we are heading down.Malcolm Werchota breaks down the biggest AI developments of the week: Anthropics Claude Sonnet 4.5, OpenAI’s Sora 2, Meta’s disastrous Vibes, the controversy around AI actress Tilly Norwood, Microsoft Excel turning 40 (and suddenly becoming cool with Copilot), and MIT’s CRESt platform that combines AI with robotics to invent real materials.What you’ll learn in this episodeClaude

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00:27:13

Accenture: 11,000 Layoffs - Learn AI or Leave?

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

2025/10/02

Accenture's recent restructuring offers the clearest case study yet on AI workplace transformation. They cut 11,000 positions while simultaneously growing their AI workforce from 40,000 to 77,000 professionals. CEO Julie Sweet's statement that they're "exiting people where reskilling is not viable" reveals the brutal reality of AI adoption. This episode breaks down what makes some employees reskillable and others not, with actionable steps you can take immediately.Key Topics Covered:• Accenture's

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00:18:20

E70: Singapore’s AI Masterplan: $1B investment, 300...

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

2025/09/30

This episode unpacks how Singapore’s forward‑leaning AI strategy commits $1B over five years, funds 300 local companies with up to S$500,000 each to build internal AI teams, and catalyzes private capital to accelerate real adoption.Most striking: anyone over 40 can reskill for 12–24 months with S$3,000 per month while local model options drive costs down—and regulators update existing laws instead of creating paralyzing mega‑frameworks.The outcome is an AI hub with net‑new, AI‑native companies and a

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89 results

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