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.

  1. قبل ١٨ ساعة

    72: Claude Sonnet 4.5, OpenAI Sora 2, Meta Vibes, AI in Hollywood | AI Weekly Update Ep 2

    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 Sonnet 4.5 – Why Anthropic’s latest model is being called the best coding model in the world, with a 39% performance boost on complex business tasks, 30+ hours of contextual memory, and “undo on steroids.” And how GitHub Copilot integration makes it instantly accessible to millions of developers.Excel turns 40 – and gets Copilot. Why the most boring software on earth just became the biggest gateway for AI adoption in the enterprise. Millions of non-technical employees will now use AI daily without even realizing it.OpenAI Sora 2 – The breakthrough in AI video. 20-second photorealistic clips at 1080p, synchronized audio with lip accuracy, real physics, and the viral “Cameos” feature that lets anyone insert themselves into any video. Why this is not just a tool, but the foundation of a new social platform – and what OpenAI’s $500B valuation signals about their strategy.Meta Vibes – the failure. Meta tried to copy Sora with its own AI video feed. The result? Universal backlash. “AI Slop,” “brain rot,” and one of the fastest consumer rejections in recent history. What this teaches us about user expectations, trust, and the limits of generative content.Tilly Norwood – the AI actress. Introduced at the Zurich Film Festival, she’s already being scouted by agencies. SAG-AFTRA, Emily Blunt, and Whoopi Goldberg push back. What does this mean for synthetic identities, deepfake risks, and the future of creative labor?MIT’s CRESt Platform – Copilot for Real-World Experimental Scientists. A system that doesn’t just simulate, but actually runs robotic experiments in the lab. Over 3,500 experiments in a few months, discovering a palladium catalyst that improves performance per dollar in fuel cells by 9.3x. Why this matters for energy, science, and the geopolitics of innovation.Episode SummaryThis wasn’t just another incremental week in AI. It was the week we saw three distinct futures of AI: Attention AI – Sora 2, Tilly Norwood, Meta Vibes. Content that manipulates, entertains, and blurs reality.Productivity AI – Claude Sonnet 4.5, Excel Copilot. Tools that directly transform workflows and measurable output.Physical AI – MIT’s CRESt. AI that moves beyond digital outputs and creates real-world innovation.The choice isn’t which of these will happen. They’re all happening. The real question is: which of these futures will define your business? Mentioned ResourcesAnthropic Claude Sonnet 4.5 → claude.aiGitHub Copilot with Claude IntegrationOpenAI Sora 2 → openai.com/soraMeta AI “Vibes” (Meta AI App)Microsoft Excel Copilot → microsoft.com/excelMIT CRESt Platform (MIT Energy Initiative)Perplexity Comet Browser → perplexity.aiWerchota AI Consulting → werchota.aiAI Fit Academy → werchota.ai/ai-fit-academyConnect with Malcolm WerchotaLinkedIn → linkedin.com/in/malcolmwerchotaWebsite → werchota.aiYouTube → youtube.com/@werchotaX (Twitter) → x.com/malcolmwerchotaFacebook → AI CookbookInstagram → @malcolmwerchotaaiTikTok → @malcolmwerchota📧 Contact: malcolm@werchota.ai 📧 Show requests & feedback: social@werchota.ai Ready to level up your AI skills?Discover the AI Fit Academy – Malcolm’s program that helps professionals and teams apply AI tools effectively in business. Ship First, Study Later – working workflows by week 2, or your money back. 👉 Learn more: werchota.ai/ai-fit-academy

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  2. قبل يوم واحد

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

    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 $865 million transformation: 11,000 out, 37,000 AI roles created • The "viable vs. nonviable skills" framework companies are using • Why traditional consulting skills are declining while AI capabilities explode • Three critical elements of successful AI reskilling • How to conduct your own skills viability audit • Practical steps to document and showcase AI work • Timeline and urgency: how fast this is really moving Notable Insights: "Not 'less valuable skills.' Not 'transitioning roles.' She used the word 'nonviable.' That's a fascinating and unusually honest way to describe what's happening in the professional workforce right now." - Malcolm Werchota "The winning combination is deep domain knowledge PLUS AI capabilities. That's what 'reinventors' means - people who can take their existing expertise and multiply it with AI." "Accenture made these decisions in three months. You probably have six to twelve months before your organization makes similar calls. That's your window." Accenture Key Stats Referenced: • 11,000 employees restructured out (May-August 2025) • 37,000 new AI professional positions created (2023-2025) • AI workforce grew from 40,000 to 77,000 in 24 months • Generative AI bookings: $3 billion to $5.1 billion • $865 million invested in restructuring program Your Action Plan: 1. Conduct a skills viability audit: Can you articulate how you're using AI now? 2. Commit to deep AI education, not shallow familiarity 3. Document and showcase your AI work everywhere (resume, LinkedIn, portfolio) Resources for AI Upskilling: While this episode focuses on understanding the transformation, Malcolm's AI Fit Academy provides structured training for professionals ready to build working AI workflows. Visit the link below for details. Where to find Malcolm Werchota: LinkedIn: https://www.linkedin.com/in/malcolmwerchota/ Website: https://www.werchota.ai/ YouTube: https://www.youtube.com/@werchota X: https://x.com/malcolmwerchota Facebook: https://www.facebook.com/people/AI-Cookbook-by-Malcolm-Werchota/61580362300250/?sk=reels_tab Instagram: https://www.instagram.com/malcolmwerchotaai/ TikTok: https://www.tiktok.com/malcolmwerchota Get in touch: Have questions about AI implementation or want to share your transformation story? Reach Malcolm at malcolm@werchota.ai Email the Show: Write to us with episode requests, feedback, or ideas at social@werchota.ai Ready to level up your AI skills? Explore AI Fit Academy – Malcolm's program helping professionals and teams apply AI tools effectively in work and business. Ship First, Study Later – working workflows by Week 2 or 100% refund. Learn more at https://www.werchota.ai/ai-fit-academy

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  3. قبل ٤ أيام

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

    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. Finally, it maps an adoption timeline from ~50% today to ~65% by year‑end, ~75% by 2026, and ~80% by mid‑2027, with role shifts toward AI orchestration, QC, and strategic agent deployment. Key takeaways The “35% rule”: below ~35% win‑rate, AI costs more due to human rework; above it, AI becomes ROI‑positive.Formatting is a primary failure mode; adding a prompt‑level checklist improves outcomes by ~5 pts on slide tasks.Models differ: Claude 4.1 excels in layout/formatting; GPT‑5 in factuality and calculations; no single “best” model.Complex, structured tasks (e.g., slides with context) outperform simple text prompts; context density matters.Trajectory: from ~13% (GPT‑4.0 a year ago) to ~50% now; plan for rapid step‑ups through 2026–2027.Links Connect with Malcolm on LinkedIn: https://www.linkedin.com/in/malcolmwerchotaWerchota AI: https://www.werchota.ai #AIDataSecurity #ChatGPTEnterprise #MicrosoftCopilot #EnterpriseAI #DataPrivacy #GDPR #AICompliance #CyberSecurity #DigitalTransformation #AIGovernance #TechLeadership #DataProtection #CloudSecurity #AIStrategy #EnterpriseTechnology

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  4. ٢٧ سبتمبر

    E66: ChatGPT Pulse Feature Review: From Passive Tool to Active Partner

    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 how Pulse generated a hospital triage analogy for his GDPR podcast that he never mentioned, proving AI is now anticipating and creating, not just responding. The episode examines Marco Parrillo's LinkedIn warning that "klassische Publisher können kaum mithalten" (classic publishers can't compete) and why Ebner Media Group's 200 employees should prepare for a "deutlich schwieriger" future. Malcolm analyzes the competitive bloodbath between Gemini (Google ecosystem), Grok (Tesla integration), Claude (enterprise safety), and why ChatGPT Pulse changes everything. FOBO (Fear Of Becoming Obsolete) breakdown includes: Gallup data: 22% of workers fear job replacement (up 7 points since 2021)College-educated worker fear jumping from 8% to 20%Why AI completing work before you wake up makes degrees irrelevantThe 5-step survival guide: 10x daily AI usage, focus human superpowers, upskill or dieWhy only premium unreplicable content and real human connections survive Malcolm connects this to the 2013 movie "Her" - what we laughed at is now reality. Within 6 months, ChatGPT won't just brief you but will be in your ear all day, anticipating needs and solving problems you don't see yet. The challenge: Tomorrow morning, skip Instagram. Open ChatGPT Pulse. Ask yourself: "Is this my assistant or my replacement?" Then GET TO WORK. Links: Website: werchota.aiLinkedIn: Malcolm Werchota

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  5. ٢٦ سبتمبر

    E65 - 700 Million People Are Using AI Wrong (And Why That's Perfect)

    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 adoption - proving AI has reached true mainstream status70% of ChatGPT usage is personal, not professional - employees are building critical AI skills at home with their own money, creating a massive competitive advantage that walks out the door when they leaveDeveloping nations (GDP $10-40K per capita) show explosive AI adoption rates, surpassing wealthy countries - your future competition isn't from Stanford, it's from a 22-year-old in LagosA shadow education system processes 1.8 billion learning interactions weekly outside traditional institutions - bigger than all universities combined, completely unregulated, and growing exponentiallyOnly 4.2% of messages involve coding despite the hype - the real revolution is that everyone is now programming without knowing it through AI-powered tools #ChatGPT #OpenAI #AIRevolution #ArtificialIntelligence #FutureOfWork #AIEducation #TechTrends2025 #AITransformation #DigitalTransformation #Innovation #Leadership #FutureOfBusiness #AIStrategy #AIKochbuch #AICookbook #TechPodcast #PodcastLife #MalcolmWerchota

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حول

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.

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