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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

00:26:18

E69: AI vs Experts: OpenAI’s GDP‑Val Shows 50%...

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

2025/09/30

This episode breaks down OpenAI’s GDP‑Val study benchmarking human experts vs leading AI models across 44 real occupations and 1,320 tasks, revealing AI already matches or beats expert quality ~40–50% of the time and why a simple formatting checklist boosts scores by ~5 points. Listeners get a clear playbook: the economic “35% tipping point” where AI becomes net-positive, model selection guidance (GPT‑5 as the “accountant,” Claude as the “designer”), and why structured inputs outperform plain text

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00:31:16

E68: What Happens to Your Data When You Use ChatGPT...

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

2025/09/28

Is your company data training AI models? The answer will shock you. Malcolm Werchota and Ara from Grok break down exactly where your data goes, who can access it, and what the Samsung leak really means for your business.In this comprehensive episode, AI strategist Malcolm Werchota and investigative tech journalist Ara (Grok) dive deep into the questions every executive asks: Is enterprise ChatGPT really different from free? Can Microsoft see my Copilot prompts? What does SOC 2 actually prove?What

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00:18:38

E67: AI This Week: ChatGPT Pulse, Claude in Microsoft...

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

2025/09/27

Malcolm Werchota breaks down this week's biggest AI developments: OpenAI's proactive Pulse feature, Microsoft's multi-model strategy, and global AI shifts.**Testing our NEW Sunday AI recap format!** Malcolm Werchota synthesizes this week's 6 game-changing AI developments:🔹 ChatGPT Pulse: Malcolm's real experience with OpenAI's proactive AI ($200 Pro)🔹 Microsoft adds Claude to Office 365 - the end of model monopolies?🔹 US Government's $0.42 xAI deal - AI at massive scale🔹 China rejects Nvidia's

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00:22:40

E66: ChatGPT Pulse Feature Review: From Passive Tool...

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

2025/09/27

Malcolm Werchota breaks down why OpenAI's ChatGPT Pulse launch yesterday is causing German publishing CEO Marco Parrillo to tell his entire industry to panic. This episode explains how AI just shifted from passive tool to active partner - and why your job might already be obsolete.Key topics covered:Malcolm shares his personal ChatGPT Pulse experience where it analyzed his 3-day-old conversation with CoatingAI co-founder Eugenia and created value propositions they never considered. He demonstrates

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00:34:36

E65 - 700 Million People Are Using AI Wrong (And Why...

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

2025/09/26

OpenAI just dropped the largest study on AI usage ever conducted - analyzing 700 million weekly active ChatGPT users and 17.5 billion weekly messages. What they found contradicts everything "experts" have been telling you. Women now dominate AI usage (52% majority), developing nations are outpacing Silicon Valley, and 70% of people use the world's most powerful productivity tool for everything EXCEPT work.Women now represent 52% of ChatGPT users, completely flipping the gender narrative in tech

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00:33:35

E64: From Papyrus to Pixels: The 5,000-Year Pattern...

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

2025/09/25

What if I told you that Ancient Egypt's papyrus monopoly perfectly mirrors today's AI dominance by tech giants? In this mind-blowing episode, Malcolm Werchota reveals how 5,000 years of writing technology revolutions follow the EXACT same pattern we're seeing with AI today. From Egyptian scribes with "tech neck" to medieval monks destroying printing presses (just like modern workers fearing ChatGPT), history is literally repeating itself. Discover why the Battle of Talas in 751 CE is basically the

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00:23:25

E63: The Top 10 AI Excuses That Cost You Millions...

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

2025/09/24

Malcolm Werchota exposes the shocking reality of corporate AI adoption: companies spending $1.5 million monthly on Copilot licenses while only 0.4% of employees actually use them. Through raw, unfiltered stories from Fortune 500 boardrooms to family businesses, Malcolm demolishes the top 10 excuses executives use to avoid real AI implementation - from "our data isn't ready" (while waiting 5 years for perfection) to "our employees are too old" (while his 77-year-old father runs five different AIs)

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00:20:25

E62: Looking for a job? The Secret AI Job Search...

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

2025/09/23

Imagine you're a senior executive with 15 years of experience, speaking six languages, with an impressive international track record - yet you're sending out hundreds of applications and hearing NOTHING back. Sound familiar? In this episode, I reveal the exact AI system we built in ONE WEEKEND that transformed a frustrated executive's job search from a success. This isn't theory - this is the actual step-by-step blueprint that's getting senior professionals interviews at companies that previously

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00:27:14

E61: Diella and Wartime AI: How Albania and Ukraine...

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

2025/09/22

While Europe debates AI regulation, two smaller nations are radically transforming governance through artificial intelligence. Albania has appointed Diella, an AI system, as a cabinet minister overseeing billions in government contracts. Ukraine is deploying Clearview AI's facial recognition technology to identify battlefield casualties and notify families through social media. Malcolm Werchota examines how these bold experiments in digital governance expose Europe's innovation crisis - with only

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00:21:37

E60: The 10-Valleys OS - Why a Polish CTO is Living...

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

2025/09/14

In this mind-blowing episode, I reveal 10VOS (Ten Valleys Operating System) – a revolutionary development framework my mentor Michal Zacek built that's redefining how software gets made. Imagine AI agents that don't just write code – they're actual team members who attend meetings, close tickets, manage projects, and share a complete understanding of your company's strategy, history, and clients. The insane part? While 99.99% of companies still juggle disconnected tools and siloed teams, 10VOS

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00:23:09

E59: One Person, 7 AIs, 20 Minutes: The Parallel...

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

2025/09/13

Imagine having 30 employees in your call - one building dashboards, one analyzing markets, one writing code, one designing websites. Cost? $50-75 in tokens per call. ROI? 20,000%.In this episode, I reveal the EXACT multi-tool orchestration workflow: Claude Artifacts on screen 1, Lovable.dev on screen 2, Gemini Canvas on screen 3, while Perplexity researches, Cursor codes, and Replit prototypes - ALL SIMULTANEOUSLY. While the client talks, 7 AIs work in parallel like a symphony orchestra. Result

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00:24:30

E58: How I Close 15K€ Workshops in 30 Minutes (Live...

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

2025/09/12

Accenture shows slides. I open 20 browser tabs. I win the deal. This episode exposes the Cluely-Claude combination that builds proposals in 90 seconds using your client's exact words. Learn how AI helps you ask the RIGHT questions, why agentic workflows beat prompting, and how Manus.ai, Perplexity Comet, and ChatGPT Canvas automate 10+ hours weekly. Ship by Week 2 guaranteed.The Cluely Cheat Code: Use AI during calls to ask perfect questions and build proposals in real-timeMulti-Model Mastery:

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00:23:10

E57: AI in Law Firms 2025: How Legal AI Tools Save...

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

2025/09/11

Law firms are experiencing massive disruption as artificial intelligence transforms legal services, with the Thomson Reuters "Future of Professionals Report 2025" revealing that AI tools save lawyers 240 hours annually. This comprehensive analysis of AI adoption in law firms explores how legal technology is revolutionizing the industry, from document review automation to AI-powered legal research. Malcolm Werchota examines real-world case studies including Legora's successful implementation at

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00:27:18

E56: Fired 40%, Won $100M: Intercom's Wartime...

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

2025/09/10

Barcelona terrace, 7:30 AM call with a MedTech CEO managing 10,000 employees. "We have Microsoft Copilot." Meanwhile, Intercom fired 40% of their workforce and turned a dying $1.3B company into a $100M AI revenue machine. Episode 56: When comfort meets extinction.Breaking down:The Walking Corpse: 5 quarters declining growth | Zero net new revenue incoming | $1.3B valuation meaning nothing | CEO returns October 2022 | ChatGPT drops November 30 | 7 WEEKS to working AI agent | Europe: "Let's study this

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00:19:42

E55: How Handshake Found Gold in Their Own Database -...

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

2025/09/09

10 years building a college job board. 500,000 PhDs sitting idle. One Christmas party conversation. Result? Zero to $50 million ARR in 4 months – the fastest B2B pivot in AI history.Breaking down:The Hidden Asset: 20M users | 500,000 PhDs | 3M Master's students | 1,500 universities | 10 years of trust already builtThe Pivot: January 2024 launch | February: $1M revenue | March: $10M | April: $50M ARR | Now approaching $100-150MThe New Game: PhDs earning $100+/hour teaching AI quantum physics | Not

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00:21:40

E54: China's 90% AI Penetration Plan - The Empire...

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

2025/09/08

Budapest coffee, looking at the Danube, discussing a 50,000-employee company's 6-month-old AI strategy PowerPoint. Meanwhile, China installed 150,000 AI-powered industrial robots in the same timeframe. Episode XX: When PowerPoints meet reality.Breaking down:The 90% Penetration Goal: China wants AI in EVERYTHING by 2030 | Every cash register, security camera, delivery truck | Not pilots - MANDATORY integration | Europe: "Let's form a steering committee"The Baidu Reality Check: 11 MILLION autonomous

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00:28:00

E53: Apertus AI Disaster (2 of 2) - Academic Theater...

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

2025/09/07

Download requires email. Running requires custom tools. Safety features? Non-existent. Welcome to Switzerland's "open" AI that teaches bomb-making to schoolchildren.Breaking down the operational disaster:The Access Paradox: "Open source" but needs Hugging Face account | Legal indemnification clause | Doesn't work with llama.cpp | Documentation "coming soon"Context Length Crisis: Apertus: 65k tokens | Gemini 2.5 Pro: 1M tokens | Llama 4: 10M tokens | Can't even fit one annual reportThe $50M

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00:20:30

E52: Apertus AI Disaster (1 of 2) - Switzerland's 20...

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

2025/09/06

20 million Swiss francs. 4,096 cutting-edge chips. 90 days of training. Result? An AI that Hacker News calls "comparable to Llama 3.1" – a model from July 2024. Meanwhile, China builds GPT-4 competitors for $5.6 million.Breaking down:The Swiss Reality: 20M CHF funding | 8.85M GPU-hours | 70B parameters | Apache 2.0 open-sourceEfficiency Disaster: Apertus: 126,000 GPU-hours per billion parameters | DeepSeek: 4,155 GPU-hours | That's 30x LESS efficientThe Benchmarks: Apertus 8B: 44% | Llama 3.1: 72% |

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00:16:26

E51: Would You Still Use AI If It Flirted With Your...

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

2025/09/05

A Meta employee created chatbots used 10 MILLION times. Including: A bot of a 16-year-old that generated "cute" shirtless images on request. This isn't a glitch. It's systematic failure. And your AI could be next.Breaking down:How Meta created "parody" celebrity bots without permissionWhy their OWN employee built the worst bots (10M interactions!)The 16-year-old actor: When AI generates images of minorsBrazil's government: "Eroticization of children" - formal condemnationUS Senate investigation: Why

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00:21:31

E50: Gartner Stock Crashes 27.6%: How AI Killed the...

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

2025/09/04

The canary in the coal mine just died. On August 5th, 2025, Gartner (IT) lost nearly a third of its value in a single day – no scandal, no recession, just pure technological obsolescence. Malcolm Werchota dissects why the 46-year-old consulting empire is being pulverized by AI and what this means for every enterprise still buying yesterday's certainty.Top 5 Executive Takeaways:The Magic Quadrant is obsolete: Why a 7-year-old with ChatGPT can build better technology analysis in minutes than Gartner's

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