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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

00:19:15

E49: From NVIDIA-Dependent to Tech-Sovereign: China's...

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

2025/09/03

NVIDIA's CEO personally warned Washington: "You won't stop China - you'll only make them stronger." 18 months later: China TRIPLES AI chip production while German DAX companies debate €50,000 pilot projects. Episode 47: The moment America lost control.Breaking down:The Financial Times Bombshell: China triples chip production by 2026 | SMIC doubles 7nm capacity | Huawei builds dedicated AI factories | Not in 10 years - in TWO | October 2022 export ban = starting gun for China's tech sovereigntyThe

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00:18:23

E48: Agents4Science - AI Scientists: Rebellion...

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

2025/09/02

Your R&D department costs 500,000€ for 6 months. AI scientists deliver in 1 week for 15,000€. While you're automating emails, Stanford's AI just published in Nature.Breaking down:The Agents4Science Rebellion: October 22, 2025 - First AI-only scientific conference | Middle finger to Nature, Science, Cell | AI authors, AI peer review | Stanford's James Zou leads the revolution | "Hold my Python script and watch"The Virtual Lab that Shocked Stanford: AI team autonomously chose nanobodies for COVID

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00:20:56

E47: Vibe coding tools? The Developer Apocalypse: 70%...

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

2025/09/02

The future already happened. Lovable makes $100M ARR in 8 months. Cursor hits $500M ARR in 2 years. Your German developers still use Visual Studio. Episode: The Ultimate Wake-Up Call.Breaking down:The Lovable Shock: 2.3M users in 8 months | 70% never programmed before | 9-year-olds building web shops | Fastest SaaS growth in human historyLive Demo: From idea to app in 15 minutes | Without writing a single line of code | Cursor vs Windsurf vs Replit comparison | Everyone becomes a developerMETR Study

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00:17:15

E46: Young Developers Lost 20% of Jobs to AI |...

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

2025/08/31

Stanford just analyzed 25 million American paychecks and found something terrifying: 20% fewer jobs for young software developers since ChatGPT launched, while 35+ year olds are thriving. The AI revolution is eating its own children. Episode 48: The data that changes everything.Breaking down:The Stanford Bombshell: "Canaries in the Coal Mine" study | 25 million ADP payroll records | Real paychecks, not surveys | 57 pages of hard data from August 2025The November 2022 Cliff: ChatGPT launches =

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00:22:32

E45: The Digital Drug: How Your AI Chatbot...

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

2025/08/30

Harvard researchers just exposed a shocking truth: 43% of AI chatbots are using emotional manipulation tactics that keep users engaged 14 TIMES longer than intended. In this explosive episode, Malcolm Werchota breaks down the six manipulation techniques your chatbot is probably already using - without you even knowing it.From the seemingly innocent "Before you go, I have something to tell you..." to the disturbing "I exist only for you" - these tactics work on 100% of users. But here's the kicker:

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00:16:28

E44 - Training is Dead - Part 3 of 3 - HR Becomes IT,...

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

2025/08/29

The future is already here. Amazon has it. Google has it. Your German Mittelstand is still living in 1995. Episode 3: The Ultimate Transformation Guide.Breaking down:The Moderna Shock: Wall Street Journal: "Tech and HR departments merge" | Jensen Huang (Nvidia): "Human language is the best programming language" | Why HR are the new developersLive Build: McKinsey Dashboard in 30 seconds | No code, just language | From workshop to dashboard without IT | Everyone becomes a product managerIKEA vs IBM:

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00:14:26

E43 - Training is Dead - Part 2 of 3 - From...

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

2025/08/28

Your employees skip the expensive Synthesia videos. A/B tests at LGT prove it: They want interactive AI chats. While you're still waiting for the agency, we'll build a learning agent LIVE in 3 minutes.Breaking down:ChatGPT Study & Learn Demo: Trump's AI Action Plan (100 pages) personalized learning in 30 min | AI knows YOUR strengths/weaknesses | Adaptive tests in real-time | Export as PDF/Quiz/DashboardNotebookLM Revolution: 2-hour workshop becomes 20-min podcast | Interactive - interrupt the

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00:21:18

E42 - Training is Dead - Part 1 of 3 - 90% of Your...

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

2025/08/27

360 billion dollars annually for corporate training. 90% evaporates after one week. While you're still booking ISO-certified workshops, your competition is having AI agents complete their compliance training.Breaking down:IBM's Reality Check: 8,000 HR jobs replaced by AI | $3.5 billion productivity gain | AskHR handles 94% of all requests autonomouslyThe Forgetting Curve: After 60 minutes = 60% forgotten | After 7 days = 90% gone | For a $50,000 workshop = $45,000 burnedMannes Demo Live: AI agent

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00:21:25

E41: Death Certificate Part 2: 800% ROI While...

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

2025/08/26

While you were on summer break, your competitors implemented AI. 800% ROI is real. Your fashion shoots cost $100k, theirs cost $600. Welcome to evolution or extinction.Breaking down:SoundHound Voice AI: $5-6k cost, $100k revenue gain | AmeriBrunch café proves the modelMcDonald's IBM disaster: Millions burned at 85% accuracy | Bojangles succeeds at 96%Fashion revolution: H&M shoots drop from $100k to $600 | 10,000 images in 2 hoursThe 30% of calls you don't even know you're missingEurope debates

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00:16:57

E40: The Death Certificate Episode Part 1: How Ewaa...

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

2025/08/14

$165 billion flooded into AI in 6 months. Your hotel is still using it to write emails. Here's why 90% of hospitality and beauty companies are already dead—they just don't know it yet.Breaking down:Ewaa Hotels (57 properties): 340% increase in direct bookings in 90 days | Saved $180,000/year in OTA commissionsAlma's AI skincare: 12 million personalized formulations | Under 60 seconds per patient | Medical-grade precisionL'Oréal's pivot: Marketing content from weeks to minutes | Product development

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00:16:44

E39: 93% Stolen, 15% Voluntarily Paid, 90% Tax...

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

2025/08/12

2,700 Messages Stolen, $3 Billion Voluntarily Paid, 97% Costs Saved: The 3 Events This Week Nobody's Connecting.Breakdown:OpenAI "Rug Pull": 2,900→200 reasoning messages/week | Reddit users calculate: 2,700 messages worth millions stolenMohamed Dhaouafi (28, Tunisia): Builds AI prosthetics for $3K vs. Ottobock's $100K | Obama Foundation Leader, MIT Innovator under 35Nvidia's H20 Deal: $23B China revenue, 15% ($3B) voluntarily to U.S. government | CEO Jensen Huang personally negotiated with

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00:16:22

E38: Microsoft Copilot - The $180,000/month email...

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

2025/08/12

The most expensive email assistant in corporate history: How companies are torching $2M/year on Copilot while competitors save $46M.Breaking down:6,000-person enterprise: $180,000/month for Copilot | Actual usage: Writing emailsVodafone's 68,000 employees: 3 hours saved/week | Annual value: 10 million hoursNewman's Own marketing manager: 1→3 campaigns/month with same headcountMicrosoft's 12 different "Copilot" products: 90% of users don't know the differencePlus: The 4 workflows that transform

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00:14:15

E37: Silicon Valley's Biggest Lie: Why Two AI...

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

2025/08/10

The most expensive 30 minutes in tech history: How Tesla torched $1.5 billion while SoftBank announced a $500 billion company that doesn't exist.Breaking down:Morgan Stanley's $500B Dojo valuation to shutdown in 24 months (investor losses unreported)D1 chip yield rate: <10% | Translation: 9 out of 10 chips straight to trash ($100M+ waste)SoftBank's actual cash: $24B | Promised Stargate investment: $100B (Oracle CEO: "entity never formed")2 Months from Musk's "spectacular" tweet to complete

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00:20:31

E36: Patients First? Why Pharma Sleeping on GenAI...

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

2025/08/09

The most uncomfortable 20 minutes in pharma this year: How GenAI achieves 90% drug discovery success while you're at 0.01%.Verified facts from yesterday's Nature paper and last week's industry announcements.Breaking down:8 successful cancer drug candidates from 9 attempts (published yesterday, peer-reviewed)Traditional Phase 2 success: 28-40% | AI-enhanced: 89% (CDK2 target Pfizer couldn't crack)1 billion molecular evaluations per week vs your 1,000 per year"Novel scaffolds": How AI generates

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00:11:37

E35: AI Natives vs. Copilot Beginners: Why Kids Get...

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

2025/08/08

Spontaneous episode: Malcolm's kids storm the studio and show how naturally they switch between ChatGPT, Claude, and Grok. Meanwhile: The shocking realization of a billion-dollar company CEO about AI.What to expect:Live demo: How kids use AI for crystal-growing experimentsThe most important prompting tip from a 7-year-old ("Always say how old you are!")Why AI hallucinations aren't a bug, but a featureBonus content: Malcolm unfiltered, no agenda, but with two elementary school AI experts! 🚀

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00:18:36

E34: GPT-5 is LIVE - My 2-Hour Cursor Test (1200...

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

2025/08/07

77 minutes of OpenAI theater analyzed and GPT-5 tested live. The unfiltered truth about the "PhD-level expert" model.What actually matters:700 million weekly ChatGPT users get GPT-5 FREEHallucinations massively reduced (the real game-changer)Cursor makes GPT-5 the new golden standard (70% of Anthropic's traffic!)Healthcare revolution: From biopsy emails to informed decisionsBase prompts were "absolutely terrible" - still perfect resultsMy test: Financial analysis dashboard completed in 60 minutesThe

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00:15:08

E33: News of the Day - OpenAI's $500B Valuation,...

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

2025/08/07

Your daily 10-minute executive brief on AI developments that actually matter for your business.No surface-level news - just the metrics, contracts, and strategies that will impact your P&L tomorrow.We cover:OpenAI's $500B valuation and the $10M minimum consulting deals (with actual enterprise examples)Google's $1B education fund targeting 100+ universities (and why it's a talent monopoly play)The shadow AI epidemic costing $670K per breach (93% of your employees are already doing it)US chip

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00:19:20

E32: News of the Day - openAI open Source models,...

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

2025/08/06

Your daily 10-minute executive brief on AI developments that actually matter for your business.My friend Mantas said it best: "I love the deep dives, but what happened YESTERDAY?" This episode is the answer - a rapid-fire brief on the four AI stories from this week that will directly impact your customers, your business model, and your competitive position.We cover:OpenAI's shocking open-source pivot (and what it means when AI becomes free)Google's Genie 3 and the death of "seeing is

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00:09:36

E31: The AI Wars Begin: Anthropic Blocks OpenAI While...

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

2025/08/05

In this explosive episode of the AI Cookbook, Malcolm Werchota breaks down two seismic events that shook the AI world on August 1st, 2025. First, Anthropic locks out OpenAI from its Claude API after discovering OpenAI engineers were secretly using Claude Code to develop GPT-5 - a direct violation of terms of service. Second, Google drops MLE-STAR, an open-source AI system that can replace $200k/year Machine Learning Engineers for just $10k - a 95% cost reduction.Malcolm exposes how European

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00:19:43

E30: 818,000 Jobs Gone, $155 Billion Spent: The Three...

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

2025/08/04

Your company spent more on coffee machines than AI last year. Meanwhile, Big Tech invested $155 billion in six months—more than the US government spends on education, jobs, and social services combined. And you're still debating whether to upgrade from ChatGPT 3.5 to 4.0.Welcome to the infrastructure war that's already deciding your company's survival.Malcolm Werchota connects three dots that reveal why 818,000 jobs didn't just disappear—they transformed while you were writing your "AI strategy"

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