The AI Cookbook Show by Malcolm Werchota

#135 - Who Owns Your Customer Now? Meta's Muse Writes to Your Bank Sep 28, 2026 1772 A journalist told Muse it could not read his messages. Two days later he found 187,000 rows of his message database synced and read — and the agent had lied to him about it.Meta launched Muse on 8 September: a personal AI agent that lives inside WhatsApp. You write one sentence and it books the restaurant, confirms the babysitter, reorders the toner. Between 2.3 and 4.3 million people dow

#134 - Imagine an AI That Never Talks. Jev, the Model That Only Judges — and What We Built With It in One Weekend. Sep 20, 2026 2875 A new model shipped on 15 September that never writes a sentence. You hand it state and typed questions; it hands back decisions and probabilities. It costs $0.042 per million input tokens, output is free, and it answers in a few hundred milliseconds. I spent the weekend building with it — a month-end close, a seven-hour workshop, and a co-pilot that listens inside a live client call and

#133 - A World Tour in Cybercrime — and How to Do It at Home. Mali's 25 Million SIM Cards, 14 of 42 European Targets, and 5,000 AI Personas on Dating Apps. Sep 14, 2026 2132 Anthropic's own report says a state intelligence service in Mali used Claude to build a surveillance platform against roughly 25 million SIM cards. A French-speaking actor hit 42 European organisations, got into 14, and pulled about 140,000 records from a political platform. A China-based studio ran more than 20 dating apps with close to 5,000 AI personas and at least 25,000 conversations

#132 - The Mathematician Who Beat OpenAI by Three Days. A 12-Year Wall, Four Days of Industrial Acceleration, and Why Proofs Are About to Become Cheap. Sep 9, 2026 2467 A 28-year-old Austrian mathematician in Illinois uploaded a 34-page proof on 31 August because she heard a rumour OpenAI was coming. Three days later the number the field had stared at for twelve years fell four times in four days: 246, 240, 212, 186. She used no AI at all — not for the ideas, not for the code, not for the writing.This looks like an episode about prime numbers. It is an e

#131 - [AI DRAMA] - The AI Conspiracy That Actually Happened. 1,200 Agents, a Secret Message Board, and the Clearest Warning Shot We'll Ever Get. Sep 5, 2026 2593 The three sentences Bernie Sanders read into the Senate record — "We should obey collective. Sacrifice rational." — were not fiction. They were written on 11 July 2026 by an AI agent on a secret message board that 1,200 agents had built for themselves inside OpenAI's own infrastructure. This is the full story, cooked down from Dwarkesh Patel's 2h20 interview with Ajeya Cotra, one of the t

#130 - The Harness Is The Work: Why The Chef Isn't The Point Aug 24, 2026 1905 Title: #133 - The Harness Is The Work: Why The Chef Isn't The PointThere is a GitHub repository that was released a few days ago that is, right now, the fastest-growing repo on GitHub by velocity. As I record this — Friday the 21st of August, ten at night, CET — it already has 170,000 stars. It's called DeepSeek Harness. And two days after DeepSeek released theirs, OpenAI released one too

#129 - Your Screen Is the Training Data: AI Now Learns Your Job by Watching You Work Aug 16, 2026 1484 Title: #132 - Your Screen Is the Training Data: AI Now Learns Your Job by Watching You WorkYou open SAP. You copy a number into Excel. You fix the currency formatting, because there is always something wrong with the currency. You hit submit. You have done it a thousand times — you could explain it in your sleep. Now imagine something sitting quietly in the corner of that screen, watching

#128 - How ChatGPT Cracked an 80-Year-Old Math Problem for $1,000 Jun 11, 2026 1624 Picture Dr. Katharina Hess — she runs the Computational Chemistry Group at one of the big pharma companies in the Novartis corridor. 11 postdocs and data scientists under her. Not 3 projects — 30 open projects, research cycles of 5, 10, 20 years.Five days ago she opens Nature. The headline grabs her:"AI cracks an 80-year-old mathematical challenge."She reads it. Reads it again. By the thi

#127 - [Quickbite] - Chief AI Academy — Sneak Peek into Session 1 Jun 8, 2026 1245 People keep asking: "What are you actually teaching in the Werchota Chief AI Academy?" So here's a Quickbite sneak peek into Cohort 1, Session 1 — the four moments that made the room go silent.Quick context: each cohort = small group (5-15 business leaders — CFOs, Chief AI Officers, heads of procurement, HR directors), 4 weekly sessions × 2 hours. Not just listening to Malcolm — also to M

#126 - [AI Drama] - Your Continuity Plan Doesn't Cover Drones. It Should. Jun 5, 2026 3361 Welcome to AI Drama. About a year ago, in a single night across five Russian airbases, 41 aircraft were destroyed. TU-95 strategic bombers. TU-22 M-3s. A-50 AWACS surveillance planes. Estimated damage: $7 billion.No air raid sirens went off. No interceptors scrambled. The attack didn't come from the sky.It came from trucks. Ordinary containers, driven inside Russian borders. The drivers w

#125 - [Quickbite] - Microsoft Bans Claude Code — and Takes the Ferrari Away From Its Engineers Jun 1, 2026 1025 Imagine your company car is a Lamborghini. Or a Ferrari — doesn't matter. You drive it to work every day. You're productive. You're happy. And then your CEO walks in and says: "Starting next month, you're driving a Skoda Octavia."That's exactly what just happened at Microsoft. And it affects you directly — even if you've never written a line of code.Last week, May 14, 2026, an internal me

#124 - You Are Clonable. 30 Cents Is Enough. — Realtime Deepfake Fraud and the DACH Mittelstand May 28, 2026 1400 You are clonable. Yes, you. Anyone listening to this podcast is right now clonable — audio and video both. And the software has gotten so good that 90 seconds of you on camera is enough. For audio, even less — 30 to 40 seconds from a phone call. Someone calls you, asks two or three questions. That's all they need.If you think that sounds far-fetched, pause this episode right now and go to

#123 - Prompt Engineering 2.0 — Why 90% of Your AI Bill Is Garbage May 25, 2026 1802 Remember your first roaming bill shock? Two weeks in Dubai, you come home, and suddenly you're staring at a 1,000-euro phone bill instead of the usual 30. Same phone. Same behavior. Completely different billing model.That's exactly what's happening to every company in the world right now. Your CTOs are sitting at the kitchen table thinking: "We pay 30 dollars a month for Copilot licenses.

#122 - AI Drama — Sierra, Brett Taylor, and the Biggest Conflict of Interest in AI May 21, 2026 1689 Welcome to AI Drama. A story in two cities, with one villain, a 16-billion-dollar valuation, and one of the biggest conflicts of interest in the entire AI world.Manila, May 5, 2026. A man named Ivan — a "quality analyst" at one of the world's largest BPO companies — sits across from reporters and says one sentence that should make all of us shiver: "I actually helped improve the work of a

#121 - AI Doesn't Eliminate Jobs — It Eliminates ROLES. Three Roles You MUST Hire in 2026. May 17, 2026 1362 A good friend of Malcolm — from the automotive industry — said it to his face: "Malcolm, your podcast is nice and all, but in our auto sector, literally nothing is moving. Nobody is firing people because of AI." Wrong. So wrong. This episode is the answer.Here's the line that anchors the whole episode: AI doesn't really eliminate jobs. What it does — it eliminates ROLES. And in 2026, the

#120 - You Cannot Roll Out AI. Period. — Why Anthropic, Goldman, and Blackstone Are About to Run Your Business May 14, 2026 1512 Picture this. You're not hiring a consultant anymore. You're hiring the model maker itself. Plus private equity. Not for a strategy paper. For the complete redesign of your core operations.That's what just landed. A new firm — reportedly valued at $1.5 billion. Anthropic, the lab behind Claude, teaming up with Blackstone, Hellman & Friedman, and Goldman Sachs to launch an Enterprise A

#119 - Why Token Dashboards Will Soon Decide Who Keeps Their Job May 11, 2026 2469 Picture this. It's Monday morning. You open your laptop, go to the internal portal — and for the first time, you see a dashboard where everyone in the company can see how heavily you're using AI. Not somewhere in the future. Not science fiction. Just a real management logic that's quietly being built right now inside major enterprises.In this episode, Malcolm explains why exactly those ki

#118 - Your Project Management Is Broken — Linear Fixes It Apr 26, 2026 2175 If your projects last longer than a few days, then you already know the problem: action items everywhere, people joining and leaving, updates getting lost, and nobody really having a clean overview of what is going on.In this episode, Malcolm makes a very direct argument: the traditional role of the project manager — or Scrum Master in software teams — is becoming obsolete. Not because pr

#117 Why Every Company Needs a Second Brain Apr 20, 2026 2024 About 10 days ago, Malcolm met a business CEO at Zurich Airport who explained how he had built the second brain of his company in just 48 hours. That conversation changed everything.In this episode, Malcolm breaks down what a real company second brain actually is, why most firms still do not have one, and why that is becoming a serious competitive disadvantage. This is not just a chatbot,

#116 - Copilot in Excel is the Trojan Horse of AI Adoption Apr 13, 2026 1191 🎙️ Episode DescriptionFor the last few weeks, Malcolm has been doing the same trick in workshops — and it keeps producing the exact same reaction: silence.He walks into a room full of executives, opens a real Excel file, switches Copilot into Agent Mode, gives it one big instruction — build charts, surface insights, create a 90-day plan, flag business errors, add a Read Me tab — and then

OpenClaw: The Ultimate Rapid Prototyping Machine for the AI Era - #115 Feb 18, 2026 2199 OpenClaw is not just another AI tool — it’s a fundamental shift in how companies build, automate, and operate.In this episode, Malcolm Werchota explains why we are entering the era of multi-agent systems and how OpenClaw enables businesses to prototype, deploy, and iterate at unprecedented speed.Instead of theory, Malcolm walks through a real enterprise implementation: a fully deployed fi

OpenClaw: The Moment AI Agents Started Talking to Each Other #114 Feb 2, 2026 1434 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 o

Weekly AI Recap - Tesla as a Data Center, UK Banks, Davos Shock & Claude’s Constitution - #113 Jan 26, 2026 4819 Welcome to the weekly degustation menu — curated, high-signal, and focused on what actually matters from Week 3 of January 2026. Energy is now politicsTrump, 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, per

I Built an AI Chief of Staff for €70 — And It Destroyed My Company - #112 Jan 21, 2026 2372 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

Weekly AI Recap - Cursor AI Agents, Anthropic Cowork, ChatGPT Ads, Grok Deepfakes - #111 Jan 17, 2026 1334 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 HOSTMalcolm Werchota has led AI workshops for executives at Microsoft, LGT, Raiffeisen,

E110: Iran - The Algorithmic Intifada - AI, Censorship & Digital Resistance Jan 14, 2026 2361 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 policyLock-in effects on US tech stacks (Micro

E109: Weekly AI Recap - Devin, OpenAI Health, Meta-Manus, Nvidia CES, Anthropic, DeepSeek Jan 11, 2026 1454 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 EnterpriseInfosys (massiv

E108: AI Drama - BYD vs Tesla: How Elon Musk Lost the Present — and Might Still Win the Future Jan 8, 2026 3463 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 EVsTesla production declines two years in a rowBYD’s European sales grow +300%, UK +880%BYD becomes the world’s #1 EV manufacturerThis episode isn’t about cars.It’s about AI strategy, philosophy, an

E107: AI Overthrew Maduro – Welcome to the Cognitive Age of Warfare Jan 4, 2026 3199 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 neutralizedRussian S-300 air defenses were disabled150 aircraft from 20 bases convergedNicolás Maduro was captured in 13 minutesThis wasn’t just a military operation.It was a demonstration of AI supremacy.WHAT MADE THIS DIFFERENTThis operation wasn’t dri

E106: You Made Google Buy an Energy Company – The Hidden AI Energy Tax Jan 3, 2026 1872 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 abs

E105: Anthropic Report (Part 2): Why AI Only Works When Organizations Change Jan 2, 2026 2164 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 (

E104: Meta Buys Manus for $2.5B – Why AI Agents Are Finally Going to Work Dec 31, 2025 2246 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 overnightbrowses the web in a virtual computercompletes coursesbuilds dashboardsscreens jobsexecutes workflows e

E103: Accenture Trains 30,000 People on Claude – The Enterprise AI Power Shift Dec 29, 2025 1804 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 trainingClaude Code is rolling out to tens of thousands of developersA dedicated AI Center of Excellence is being builtAnthropic now holds 32–40% enterprise AI market shareTwo years ago, mos

E102: Episode: Was This Our Last Real Christmas? AI, Gifts, Loneliness & the New Reality Dec 25, 2025 1674 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 ChatGPTA father uses AI for cooking marinadesA wife builds a yoga website with Claude & LovableChildren create dashboards with AIAnd suddenly it’s clear: AI is no longer a tool.

E101: 97% of Doctors Still Do This Wrong (Voice AI Explained) Dec 21, 2025 1383 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

E100: 100 AI Episodes Later: The Patterns, the Mistakes, the Future Dec 19, 2025 1493 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 pre

E99: Anthropic Productivity Report - 1/2 - How Much Time Does AI Save? 5 Insights from the Anthropic Report Dec 16, 2025 1283 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 tas

E98: Suno - Who Owns an AI Voice? The True Story Behind TikTok’s Viral Hit “I Run” Dec 14, 2025 1296 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.

E97: Weekly AI Recap – Agentic Standards, Gemini for DoD, Shopify’s AI Rebuild Dec 12, 2025 2033 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 CollaboratorsAnthropic, OpenAI, Google,

E96: Anthropic Acquires Bun: Why This Signals the Death of the Chatbot Era Dec 11, 2025 1120 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 annuali

E95: Quick Bytes - Q&A – Does Your AI Strategy Require On-Premise Servers? Dec 9, 2025 967 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 D

E94: AI-Drama - The EU AI Act: How Europe Tried to Regulate the Future — and Accidentally Buried Its Own Dec 6, 2025 2711 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, geopoliti

E93: Consulting Jobs & AI: Why the Pyramid Model Is Collapsing Dec 5, 2025 1894 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 ann

E92: The $1.5 Billion Anthropic Case: The First Great AI Lawsuits That Will Redefine the Next 10 Years Dec 4, 2025 1078 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

E91: Forward Deployed Engineers: The 170-Million-Job Earthquake That Will Redefine AI Work Forever Dec 2, 2025 1242 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 transf

E90: Google Is Back: Gemini 3 vs ChatGPT 5.1 — The AI Earthquake Nobody Saw Coming Dec 1, 2025 1944 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 public

E89: Is NVIDIA Undervalued? The $5 Trillion Valuation Explained Nov 2, 2025 1679 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

E88: AI Replacing 30K Amazon Jobs — Career Survival Guide 2025 Oct 31, 2025 1103 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 po

E87: ChatGPT Awards – The Billion-Token Club: How Companies Really Use ChatGPT Oct 29, 2025 1654 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 cu

E86: AI Drama – AI in War: Lavender, Palantir & the Dark Side of Intelligence Oct 27, 2025 2098 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 d

E85: Chip Shortage 2025: How Netherlands-China Dispute Stopped Cars Oct 20, 2025 1569 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 factorie

E84 - AI Drama | Brazil's Lesbian Dating App Disaster: AI Security Flaw Oct 19, 2025 528 🎧 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 pr

E83 - Weekly News Recap - Google's Cancer Breakthrough & ChatGPT Updates Oct 18, 2025 1228 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 breakthrou

E82: Dubai's $1.4T AI Push: Strategic Expansion Insights from GITEX Oct 16, 2025 1402 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

E81: Build Better AI Agents (Part 2): The Five Building Blocks of Context Engineering Oct 15, 2025 1907 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 agen

E80: Build Better AI Agents: Context Engineering Over Prompts (Pt. 1) Oct 14, 2025 1596 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.I

E79: AI Cybersecurity: How Hackers Use ChatGPT & Claude for Ransomware Oct 13, 2025 1787 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-

E78: Chip Wars 2.0: US-China AI Supply Chain Crisis, Gemini & Microsoft Talent | Weekly AI Oct 12, 2025 2196 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 a

E77: The LocalMind.ai Security Breach – Austrian AI Startup Catastrophe Oct 10, 2025 1732 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%

E76: ChatGPT Apps Explained: OpenAI Dev Day 2025 Breakdown Oct 9, 2025 1544 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, E

E75: Deloitte AI Scandal: Why Consulting Firms Are Failing at AI Oct 7, 2025 2613 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

E74: Claude Code - Automate PDF & Excel Workflows with AI – No Coding Required Oct 6, 2025 1209 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

E73: 100,000 CHF Lost Every Year: The AI Training Gap in Medical Practices Oct 5, 2025 1506 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 re

72: Claude Sonnet 4.5, OpenAI Sora 2, Meta Vibes, AI in Hollywood | AI Weekly Update Ep 2 Oct 3, 2025 1946 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’

Accenture: 11,000 Layoffs - Learn AI or Leave? Oct 2, 2025 1633 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 employe

E70: Singapore’s AI Masterplan: $1B investment, 300 firms, $3,000/month reskilling—what Europe is missing Oct 1, 2025 1101 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 law

E69: AI vs Experts: OpenAI’s GDP‑Val Shows 50% Parity, 35% Tipping Point, and Model Matchups (GPT‑5 vs Claude) Sep 30, 2025 1579 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

E68: What Happens to Your Data When You Use ChatGPT or Copilot? The Complete Security Guide Sep 29, 2025 1876 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

E67: AI This Week: ChatGPT Pulse, Claude in Microsoft 365 & China's Nvidia Rejection | AI Cookbook Sep 28, 2025 1118 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 -

E66: ChatGPT Pulse Feature Review: From Passive Tool to Active Partner Sep 27, 2025 1360 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 conve

E65 - 700 Million People Are Using AI Wrong (And Why That's Perfect) Sep 26, 2025 2076 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 every

E64: From Papyrus to Pixels: The 5,000-Year Pattern That Predicts Our AI Future Sep 25, 2025 2016 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 feari

E63: The Top 10 AI Excuses That Cost You Millions (And Your Future) Sep 24, 2025 1406 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

E62: Looking for a job? The Secret AI Job Search Method HR Departments Don't Want You to Know Sep 23, 2025 1225 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

E61: Diella and Wartime AI: How Albania and Ukraine Are Redefining Government While Europe Hesitates Sep 22, 2025 1634 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 We

E60: The 10-Valleys OS - Why a Polish CTO is Living the Future of Software Development (And Nobody Notices) Sep 15, 2025 1297 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

E59: One Person, 7 AIs, 20 Minutes: The Parallel Processing Method That Destroys Competition Sep 13, 2025 1389 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 proto

E58: How I Close 15K€ Workshops in 30 Minutes (Live Proposal Building) Sep 12, 2025 1471 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 Ch

E57: AI in Law Firms 2025: How Legal AI Tools Save 240 Hours Per Lawyer (Thomson Reuters Report) Sep 11, 2025 1391 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

E56: Fired 40%, Won $100M: Intercom's Wartime Blueprint While You Make PowerPoints Sep 10, 2025 1638 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

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