This episode is a turning point. Over the past few days, Malcolm has been experimenting with OpenClaw (formerly ClaudeBot, then Maltbot) — an open-source agent framework that allows AI agents to communicate with humans and with other AI agents across email, WhatsApp, Telegram, Teams, voice notes, dashboards, APIs, and files. What emerges is not another productivity hack. It’s the beginning of agent-to-agent organizations . In this episode, Malcolm explains: Why OpenClaw represents a step-change ...
Feb 01, 2026•24 min•Season 1Ep. 114
Welcome to the weekly degustation menu — curated, high-signal, and focused on what actually matters from Week 3 of January 2026 . Energy is now politics Trump, Eric Schmidt (Davos), and Satya Nadella all circle the same point: the AI race is increasingly about megawatts , not just models. Data centers are becoming a national strategic asset, and Europe is being squeezed by energy prices, permitting timelines, and CAPEX realities. The Tesla “secret data center” leak A whistleblower claims xAI wan...
Jan 26, 2026•39 min•Season 1Ep. 113
Where have I been for 10 days? Vibe coding. Building something that changed everything about how I see my own business. We built an AI Chief of Staff — a system that mines every email, every call recording, every file across our entire company. Not just my inbox. Everyone's. And then we gave everyone access to query it. What it revealed was brutal: ThyssenKrupp — one of the biggest defense contractors in Europe — reached out for a workshop. I never answered. NG Spain wanted to train 100 people. ...
Jan 21, 2026•40 min•Season 1Ep. 112
AI agents just built a complete web browser — 3 million lines of code — in ONE WEEK. But first, they failed spectacularly. The lesson? It's not about smarter AI. It's about smarter AI organization. Plus: OpenAI adds ads, Google mines your Gmail, and the UK makes deepfakes illegal overnight. 🎙️ ABOUT THE HOST Malcolm Werchota has led AI workshops for executives at Microsoft, LGT, Raiffeisen, Swiss MedTech, and ENGEL — and runs AI adoption programs for companies across Europe. After 15 years in c...
Jan 17, 2026•22 min•Season 1Ep. 111
What's happening in Iran is a preview of AI's role in future power struggles: Welcome to the algorithmic intifada. AI serves both resistance (circumvention, encryption, therapy, communication) and repression (facial recognition, DPI, automated enforcement) Chinese AI adoption is exploding in sanctioned countries – an unintended consequence of US policy Lock-in effects on US tech stacks (Microsoft, OpenAI) are a strategic vulnerability for Europe 🎙️ ABOUT THE HOST Malcolm Werchota has led AI wor...
Jan 14, 2026•39 min•Season 1Ep. 110
This is your weekly degustation menu — the curated, high-signal recap of what mattered in AI in the second week of January 2026 . We can’t cover everything. So I picked the stories that actually move markets: enterprise procurement, regulated industries, geopolitics, hardware roadmaps, capital flows, and the next research frontier. 1) Infosys × Cognition: Devin Goes Enterprise Infosys (massive IT services giant) partners with Cognition to deploy Devin inside enterprises. This is huge because IT ...
Jan 11, 2026•24 min•Season 1Ep. 109
October 2011, Bloomberg Television. Elon Musk dismisses BYD as “a battery company from Shenzhen” and says they should focus on not dying in China . Fifteen years later: BYD sells 2.26 million pure EVs Tesla production declines two years in a row BYD’s European sales grow +300% , UK +880% BYD becomes the world’s #1 EV manufacturer This episode isn’t about cars. It’s about AI strategy, philosophy, and execution . TWO AI PHILOSOPHIES Tesla Vision-only autonomy Andrej Karpathy, Dojo, FSD Massive rea...
Jan 07, 2026•58 min•Season 1Ep. 108
2:01 a.m., Caracas. The lights go out — not because of bombs, but because algorithms flipped the switch. Within hours: Venezuela’s grid was neutralized Russian S-300 air defenses were disabled 150 aircraft from 20 bases converged Nicolás Maduro was captured in 13 minutes This wasn’t just a military operation. It was a demonstration of AI supremacy . WHAT MADE THIS DIFFERENT This operation wasn’t driven by human analysts alone. It was powered by an AI military stack built over years: Pattern-of-l...
Jan 04, 2026•53 min•Season 1Ep. 107
Google, Microsoft, Amazon, and Meta are no longer just tech companies. They are turning into energy operators . Why? Because the public power grid can’t keep up with AI. In this episode, Malcolm breaks down why Google bought Intersect Power , why connecting a new data center now takes 5–10 years , and why Big Tech is bypassing governments by building private energy infrastructure . This isn’t abstract. It shows up on your electricity bill . THE AI ENERGY TAX Data centers trigger 300% electricity...
Jan 03, 2026•31 min•Season 1Ep. 106
When electricity entered factories, companies first just added light bulbs. When computers arrived, they initially just made accounting faster. It took decades to realize that the real power of new technology lies in re-designing the entire system . That’s exactly where we are with AI today. In Part 2 of the Anthropic Report , the data shows: We are mostly using AI to accelerate existing tasks ( Phase 1 ). The real transformation ( Phase 2 ) only starts when organizations rethink coordination, d...
Jan 02, 2026•36 min•Season 1Ep. 105
Meta has spent $60–70B on AI infrastructure — and generated zero AI revenue so far. So instead of building another model, Meta just bought something that already works. Manus is an AI agent platform that doesn’t just answer questions — it executes tasks autonomously : runs research overnight browses the web in a virtual computer completes courses builds dashboards screens jobs executes workflows end-to-end In just 8 months , Manus went from zero to $100M ARR and built one of the strongest agent ...
Dec 31, 2025•37 min
Accenture just announced a multi-year partnership with Anthropic — and it’s one of the most important enterprise AI signals of 2025. Right now: 30,000 Accenture professionals are receiving formal Claude training Claude Code is rolling out to tens of thousands of developers A dedicated AI Center of Excellence is being built Anthropic now holds 32–40% enterprise AI market share Two years ago, most executives couldn’t even pronounce Anthropic . Today, Claude has flipped the enterprise AI landscape....
Dec 28, 2025•30 min•Season 1Ep. 103
This episode wasn’t planned. It was recorded on December 25th , in the middle of real Christmas life. Malcolm shares how AI has become non-optional in his family: A nine-year-old settles a family debate by asking ChatGPT A father uses AI for cooking marinades A wife builds a yoga website with Claude & Lovable Children create dashboards with AI And suddenly it’s clear: AI is no longer a tool. It’s just… there. 🔹 The Numbers Behind Christmas 2025 +760% increase in AI-driven traffic to retail ...
Dec 25, 2025•28 min•Season 1Ep. 102
A palliative care doctor visits patients at 8 PM — not out of passion, but because she spent four hours after clinic closing doing reports, billing codes, insurance forms, and documentation. This is not an exception. This is healthcare in 2025. And it’s breaking the system. In this Quick Byte, Malcolm takes you inside a classroom in Buchs, Switzerland — the first major AI course for Medical Practice Assistants in the DACH region — where he makes a shocking discovery: Out of 30 healthcare profess...
Dec 21, 2025•23 min•Season 1Ep. 101
We never planned to record 100 episodes. This podcast started in mid-2025 as a side project — something to externalize what normally stayed locked inside consulting decks, workshops, and boardroom conversations. Fast-forward a few months, and here we are at Episode 100 . So instead of doing a highlight reel or a victory lap, Malcolm did something else: He downloaded the transcripts of the previous 99 episodes Fed them into Claude Code And asked a simple question: “What did we actually say?” What...
Dec 19, 2025•25 min•Season 1Ep. 100
What if AI could save you 4 hours of work per task ? Not vague “efficiency gains,” but concrete dollar amounts you can plug into a spreadsheet. Anthropic just published a groundbreaking productivity report based on 100,000 real-world Claude tasks . Unlike traditional studies that say “40% faster,” this report quantifies AI’s impact in real monetary terms: Management tasks → $133 saved per task Legal work → $119 saved Software development → $82 saved And the most shocking result? Teachers save 96...
Dec 15, 2025•21 min•Season 1Ep. 99
An AI-generated country song just hit #1 in the US. At the same time, a viral TikTok hit with nearly 40 million views was pulled from streaming after accusations that the vocalist’s voice was AI-cloned from a real artist—without permission. Welcome to the chaos of AI-generated music. In this episode, Malcolm unpacks the two stories redefining the music industry: A track goes viral worldwide. Smooth vocals. Professional production. Then the takedown notices come. The accusation: the vocals were g...
Dec 13, 2025•22 min•Season 1Ep. 98
Your buddy says: “AI was boring this week.” You say: “Bro… no.” Because this week quietly reshaped the foundations of AI — from military adoption, to global chip wars, to enterprise software rewriting itself around AI. In this Weekly AI Recap, Malcolm covers the stories that matter beneath the hype: 🔥 1. The Agentic AI Foundation – Competitors Become Collaborators Anthropic, OpenAI, Google, Microsoft — normally trying to destroy each other — suddenly join forces. They launch the Agentic AI Foun...
Dec 12, 2025•34 min•Season 1Ep. 97
Anthropic just made its first acquisition in company history , and it’s not what anyone expected. They didn’t buy more training data, or a model startup, or a shiny app. They bought Bun — a JavaScript runtime. The plumbing. The unsexy infrastructure layer powering Claude Code , the tool Malcolm and thousands of developers now use daily. Why? Because Claude Code has already hit $1B in annualized revenue within 6 months , becoming one of the fastest enterprise software ramps ever. Companies like N...
Dec 11, 2025•19 min•Season 1Ep. 96
Your legal team says you need local AI servers for compliance. But do you really? In this 10-minute Q&A, Malcolm explains why 98% of companies don’t need on-premise AI at all —and why your DPA matters more than your server room. Featuring real insights from Emil Muthu (Neuronic Solutions), who builds AI systems for banks, insurance firms, and government ministries. You’ll learn: Why your Data Processing Agreement protects you more than server location The three things regulators actually che...
Dec 09, 2025•16 min•Season 1Ep. 95
November 7th, 2025. Brussels. 9:00 AM. A bureaucrat spills his coffee. And by 17:43 the same day, the most ambitious tech regulation in European history effectively collapses into a PDF no one wants to talk about. In this episode, Malcolm tells the full unfiltered story of the EU AI Act — a four-year political labyrinth filled with 3,000 amendments, endless committees, lobbyists, geopolitics, and a shocking final sequence where the United States forces Europe to hit a “full regulatory pause.” Th...
Dec 06, 2025•45 min•Season 1Ep. 94
The consulting industry’s 70-year-old pyramid model is cracking in real time. Four days ago, the Financial Times dropped a quiet bomb: “Top consultancies freeze starting salaries as AI threatens the pyramid model.” For the third year in a row, McKinsey, BCG, Bain and the Big Four have frozen graduate salaries. Graduate hiring in the UK is down 50% . Accenture just laid off 11,000 people and announced a massive partnership with OpenAI. Microsoft paused all U.S. consulting hiring for an entire fis...
Dec 04, 2025•32 min•Season 1Ep. 93
We talk a lot about new AI models, benchmarks, context windows, agents and multimodality. But while everyone is staring at technical progress, something far bigger is unfolding: Courts all over the world are beginning to define the legal boundaries of AI. And they are doing it fast . Faster than any regulator, faster than any company, and definitely faster than the EU AI Act. In this episode, Malcolm breaks down three explosive legal cases that mark the beginning of the global AI jurisprudence e...
Dec 03, 2025•18 min•Season 1Ep. 92
The future of work is not science fiction. It’s happening right now — quietly, rapidly, beneath the surface of corporate boardrooms. And the job at the center of this revolution is one most executives have never even heard of : Forward Deployed Engineers (FDEs). While some companies are still debating AI governance frameworks and writing 40-page PowerPoints, the real action — the real transformation — is happening on the ground. FDEs at Palantir, Cohere, Anthropic, OpenAI and dozens of hyper-gro...
Dec 02, 2025•21 min•Season 1Ep. 91
Google just did something nobody expected. After two years of awkward missteps (remember Bard ?), they launched Gemini 3.0 — and instantly flipped the entire AI industry on its head. This episode is not a product review. It’s a story about comebacks , market power , geopolitics , and how quickly the ground can shift beneath you . Salesforce CEO Marc Benioff tested Gemini for two hours and publicly wrote: “Holy shit. I’m not going back.” Sam Altman himself had to respond. Malcolm breaks down what...
Dec 01, 2025•32 min•Season 1Ep. 90
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...
Nov 02, 2025•28 min•Season 1Ep. 89
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 Topi...
Oct 31, 2025•18 min•Season 1Ep. 88
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: ...
Oct 29, 2025•28 min•Season 1Ep. 87
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...
Oct 27, 2025•35 min•Season 1Ep. 86
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. Wha...
Oct 19, 2025•26 min•Season 1Ep. 85
