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DjamgaMind: Executive AI Intelligence & Business Forensics (No Ads)

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Categories
This podcast has
237 episodes
Language
English
Explicit
No
Date created
2026/03/15
Latest episode
2026/11/08
Average duration
30 min.
Release period
1 days

Description

Welcome to DjamgaMind Executive Intelligence, the global standard in AI technology, compliance, and governance for the C-Suite, led by Certified Professional Engineer (P.Eng.) Etienne Noumen and AI Co-Host Anna. 🌍 The DjamgaMind Global Network: Combating Algorithmic Colonization Today, over 95% of the world's AI development and executive insights are exclusively centralized in English. As foundational AI models threaten to homogenize global thought—a danger we identify as "Algorithmic Colonization"—protecting linguistic diversity and digital sovereignty is a strategic imperative for global enterprises. To combat this, DjamgaMind delivers high-fidelity, engineering-grade AI briefings in multiple languages to protect linguistic heritage and provide uncompromising technical rigor globally. What you will hear on this Main English Feed: Governance & Compliance: Strategic analysis to mitigate corporate risks associated with enterprise AI deployment. Executive Briefings: Clear, jargon-free summaries of the latest breakthroughs in LLMs, generative AI, and automation. Sector Forensics: The impact of AI at the intersection of healthcare, energy, and finance. Regulatory Global Tracking: Navigating the complexities of the EU AI Act, US frameworks, and international data laws. 🛠️ The AI Executive Toolkit: Stop scrolling through generic lists. Get the hand-picked, forensic-vetted implementation stack to bridge the gap between raw innovation and professional-grade governance. Visit: https://djamgamind.com/toolkit 🔗 Connect & Resources: Website: https://djamgamind.com Email: [email protected] WhatsApp: Join the Channel iQz: Sharpen the thinking AI cannot do for you: ‎iQz - IQ Training Brain Teaser App - App Store - https://apps.apple.com/us/app/iqz-iq-training-brain-teaser/id1603487636 ⚙️ PRODUCTION NOTE: We Practice What We Preach. DJAMGAMIND is a pioneer in Agentic Media. This podcast is produced using a hybrid "Human-in-the-Loop" workflow. All research and strategic vectors are hand-selected by Etienne Noumen, P.Eng. We leverage Google’s NotebookLM as a reasoning engine, paired with advanced AI synthesis for narration, ensuring professional-grade intelligence at the speed of the AI era.

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Check latest episodes from DjamgaMind: Executive AI Intelligence & Business Forensics (No Ads) podcast


[AI WEEKLY NEWS RUNDOWN] Voters, Wall Street and CFOs Send AI the Bill (Nov 8, 2026)
2026/11/08
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! This week everyone sent AI the bill. Voters backed data-center limits almost everywhere they were on the ballot, the Nasdaq had its worst day since April 2025, and Apple started rationing its engineers' AI budgets. Who pays, and what does it buy? 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs ⭐ Rate the show on Apple Podcasts: https://podcasts.apple.com/us/podcast/id1684415169 In this episode: The voters' bill: "restrict" won 38 of 39 completed data-center votes; Texas holds 41% of 2028 capacity.Wall Street's bill: Nasdaq -5.5%, chip stocks -12%, and falling odds on Anthropic's IPO.The labs' bill: Anthropic's $17B quarter and operating loss, its self-improvement warning, and METR's 2x.The company bill: Apple's AI budget cuts, Deloitte's ROI gap, and token meters.Agents in your name: Grok Bot calls, Alexa shopping by text, Claude reads your bank.Attack speed: freezers to blood banks, and AI agents against 200+ organizations.This week's corners: 🎓 Cert Corner: an AI agent that reorders supplies on its own. Which control matters most?🚩 Red Flag or Green Light? A read-only AI assistant on company card transactions.🏛️ Boardroom Call: your AI provider's next data center is in a state backing limits. What do you do?Answers at the end of the episode. 📬 Get the daily briefing in your inbox: https://enoumen.substack.com 🤝 Interested in sponsoring a daily corner? Reach the CTOs, CISOs and engineering leaders who make AI buying decisions, daily in English and French: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261108&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261108&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceOur apps and tools: https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Wall Street Asks What AI Bought. Can You Answer? (Nov 6, 2026)
2026/11/06
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! [AI DAILY NEWS RUNDOWN] The AI bill is coming due. Can you show what yours bought? The Nasdaq just had its worst day since April 2025, Apple is rationing its engineers' AI budgets, and only 25% of companies say AI has transformed the business. 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791🌐 Daily Briefing: https://djamgamind.com/daily📚 Research Hub: https://djamgamind.com/pdfs⭐ Rate the show on Apple Podcasts: https://podcasts.apple.com/us/podcast/id1684415169 In this episode: The market asks for receipts: Nasdaq -5.5%, chip stocks -12%, Asia follows.The token budget: Apple cuts daily AI budgets from $300 to $200; Deloitte's ROI gap.Where AI does pay: METR says AI roughly doubled Anthropic's pace; the IPO filing's numbers.The cost of defense: GPT-6 Cyber, and AI agents that hit 200+ organizations in 11 days.Today's corners: 🎓 Cert Corner: your support assistant's AI bill doubled. What's the best first step to cut it?🚩 Red Flag or Green Light? A pen-testing AI agent with no scope and no kill switch.🏛️ Boardroom Call: your AI tool bill doubled in six months. Cap it, tie it to results, freeze it, or reroute it?Answers at the end of the episode. 📬 Get the daily briefing in your inbox: https://enoumen.substack.com 🤝 Interested in sponsoring a daily corner? Reach the CTOs, CISOs and engineering leaders who make AI buying decisions, daily in English and French: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261106&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261106&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceOur apps and tools: https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
AI Agents Start Making Your Calls, and You're Liable (Nov 5, 2026) [VIDEO]
2026/11/06
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! [AI DAILY NEWS RUNDOWN] AI now acts in your name. Can you prove what it did, and who answers for it? Grok Bot now makes real phone calls, and its terms make you the "caller of record." Plus: Anthropic's proof of which AI answered, and hackers reach French blood banks. 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs ⭐ Rate the show on Apple Podcasts: https://podcasts.apple.com/us/podcast/id1684415169 In this episode: The agent picks up the phone: Grok Bot calls, and the Air Canada chatbot precedent.Proving what AI did: Anthropic's FlashProve and AI-media detection.The trust deficit: voters back 38 of 39 data-center limits; Goldman sees 45% of capacity at risk.The back door: French blood banks hit through a supplier's supplier.Today's corners: 🎓 Cert Corner: a vendor's monitoring system is hacked through its own supplier. What limits the damage?🚩 Red Flag or Green Light? An AI agent calls customers about overdue invoices, with disclosure and a human backup.🏛️ Boardroom Call: your AI agent promised a supplier a 15% discount it wasn't allowed to give. Honor it?Answers at the end of the episode. 📬 Get the daily briefing in your inbox: https://enoumen.substack.com 🤝 Interested in sponsoring a daily corner? Reach the CTOs, CISOs and engineering leaders who make AI buying decisions, daily in English and French: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261105&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261105&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceOur apps and tools: https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
AI Agents Start Making Your Calls, and You're Liable (Nov 5, 2026)
2026/11/05
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! [AI DAILY NEWS RUNDOWN] AI now acts in your name. Can you prove what it did, and who answers for it? Grok Bot now makes real phone calls, and its terms make you the "caller of record." Plus: Anthropic's proof of which AI answered, and hackers reach French blood banks. 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791🌐 Daily Briefing: https://djamgamind.com/daily📚 Research Hub: https://djamgamind.com/pdfs⭐ Rate the show on Apple Podcasts: https://podcasts.apple.com/us/podcast/id1684415169 In this episode: The agent picks up the phone: Grok Bot calls, and the Air Canada chatbot precedent.Proving what AI did: Anthropic's FlashProve and AI-media detection.The trust deficit: voters back 38 of 39 data-center limits; Goldman sees 45% of capacity at risk.The back door: French blood banks hit through a supplier's supplier.Today's corners: 🎓 Cert Corner: a vendor's monitoring system is hacked through its own supplier. What limits the damage?🚩 Red Flag or Green Light? An AI agent calls customers about overdue invoices, with disclosure and a human backup.🏛️ Boardroom Call: your AI agent promised a supplier a 15% discount it wasn't allowed to give. Honor it?Answers at the end of the episode. 📬 Get the daily briefing in your inbox: https://enoumen.substack.com 🤝 Interested in sponsoring a daily corner? Reach the CTOs, CISOs and engineering leaders who make AI buying decisions, daily in English and French: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261105&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261105&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceOur apps and tools: https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Voters Hit the Brakes on the AI Buildout (Nov 4, 2026) [VIDEO]
2026/11/05
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Voters just put the brakes on the AI buildout. How hard will they bite? Democrats won both chambers of Congress (AP), voters passed dozens of data-center limits, and Texas, home to 41% of 2028's new capacity, elected a moratorium backer. In this episode: The "AI earthquake": results, ballot measures and $250M in crypto and AI money.What changes: Texas, 2028 data-center capacity and state AI laws.What doesn't: most 2027 capacity is already being built.Search is becoming AI: ChatGPT handles a fifth of Google's query volume.The money: enterprise AI spending hits $177B.The back door: a fake job interview behind the $6.3B Binance theft.Cert Corner: how to run code from a job interview safely. Answer at the end.Also today: OpenAI buys Pierre Computer to take on GitHub.Nvidia can fill only 1% of China's orders for one chip.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit 🎓 Cert Corner Question: During a job interview, a software engineer is asked to download and run a code repository as a take-home assignment. What’s the safest way to handle it? A) Run it on their work laptopB) Run it only in an isolated, disposable environment with no access to company credentials or networksC) Scan it with antivirus, then run it anywhereD) Ask the recruiter whether it’s safeAnswer: B. Untrusted code belongs where it can’t reach anything valuable. A work laptop holds what attackers want, antivirus misses new malware, and the recruiter may be the attacker. Practice thousands more questions in DjamgaTech. 🚩 Red Flag or Green Light? (AI security) Your sales team's new AI agent asks for permission to send email as any employee, "so follow-ups go out faster." Reply 🚩 or ✅, and tell us why. 🏛️ Boardroom Call: Agents Your procurement agent wants to auto-renew a $200K software contract before a price increase. Your finance agent blocks it because of a budget freeze. Who decides? A) A human approves any conflict between agents B) A fixed rule: finance always wins C) A third “referee” agent decides D) Each agent escalates to its own human owner Pick one and defend it. Answers in the comments tomorrow morning. ⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Voters Hit the Brakes on the AI Buildout (Nov 4, 2026)
2026/11/04
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791🌐 Daily Briefing: https://djamgamind.com/daily📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Voters just put the brakes on the AI buildout. How hard will they bite? Democrats won both chambers of Congress (AP), voters passed dozens of data-center limits, and Texas, home to 41% of 2028's new capacity, elected a moratorium backer. In this episode: The "AI earthquake": results, ballot measures and $250M in crypto and AI money.What changes: Texas, 2028 data-center capacity and state AI laws.What doesn't: most 2027 capacity is already being built.Search is becoming AI: ChatGPT handles a fifth of Google's query volume.The money: enterprise AI spending hits $177B.The back door: a fake job interview behind the $6.3B Binance theft.Cert Corner: how to run code from a job interview safely. Answer at the end.Also today: OpenAI buys Pierre Computer to take on GitHub.Nvidia can fill only 1% of China's orders for one chip.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261104&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261104&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261104&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261104&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261104&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Anthropic Warns Self-Improving AI Could Be Close (Nov 3, 2026)
2026/11/03
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791🌐 Daily Briefing: https://djamgamind.com/daily📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] AI is starting to improve AI. Who holds the off switch? Anthropic's revised IPO filing says its next models could soon pass its own safety line, and MIT showed one AI fixing another without training. Plus: AI on the midterm ballot. In this episode: Anthropic's warning: upcoming models could "imminently" pass its threshold for self-improving AI; none has yet.MIT: GPT-6 Astra edited 0.016% of a small model's weights and its math score jumped from 7.9% to 48.1%.The reality check: OpenAI's LifeVal stalls; the best agent scores 12% on SemiAnalysis's GDPx.The off switch: CrowdStrike's AI Kill Switch, "sovereign agents," and Nvidia's 51% rule for China.AI on the ballot: $400M+ from Musk and $50M+ from AI super PACs.The money: Anthropic's pay-as-you-go revenue against multi-year compute bills.Cert Corner: how do you reliably stop an AI agent? Answer at the end.Also today: OpenAI signs four deals in Abu Dhabi.Palantir's commercial revenue passes government.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261103&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261103&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261103&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261103&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261103&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Anthropic Hits $17B a Quarter but Slips Back to a Loss (Nov 2, 2026) [VIDEO]
2026/11/03
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Anthropic's updated IPO filing shows $17B in Q3 revenue, slower growth and an operating loss as short-term compute costs jump. Plus: AI on the ballot, and hackers heat Europe's supermarket freezers. In this episode: Anthropic's Q3: growth slows to 47%, a $567M operating loss, $600M lost to price cuts and $895B in compute commitments.Rationing: new usage limits at Anthropic and OpenAI; Musk says Grok Bot costs too much.AI at the polls: about 20 communities vote on data-center bans; OpenAI plans "AI compute campuses."The back door: freezers at 50°C in seven countries, no ransom; FBI blames North Korea for Binance.Ads and products: ChatGPT ads hit a $1B run rate; Claude Code won't clone games.Cert Corner: how do you protect devices too old to patch? Answer at the end.Also today: Marvell to buy Lumentum for $115B.Oracle's $20B raise; DeepSeek's $16B.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO (BEGINNERS & ADVANCED): Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261102&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261102&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261102&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261102&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261102&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Anthropic Hits $17B a Quarter but Slips Back to a Loss (Nov 2, 2026)
2026/11/02
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791🌐 Daily Briefing: https://djamgamind.com/daily📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Anthropic's updated IPO filing shows $17B in Q3 revenue, slower growth and an operating loss as short-term compute costs jump. Plus: AI on the ballot, and hackers heat Europe's supermarket freezers. In this episode: Anthropic's Q3: growth slows to 47%, a $567M operating loss, $600M lost to price cuts and $895B in compute commitments.Rationing: new usage limits at Anthropic and OpenAI; Musk says Grok Bot costs too much.AI at the polls: about 20 communities vote on data-center bans; OpenAI plans "AI compute campuses."The back door: freezers at 50°C in seven countries, no ransom; FBI blames North Korea for Binance.Ads and products: ChatGPT ads hit a $1B run rate; Claude Code won't clone games.Cert Corner: how do you protect devices too old to patch? Answer at the end.Also today: Marvell to buy Lumentum for $115B.Oracle's $20B raise; DeepSeek's $16B.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261102&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261102&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261102&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261102&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261102&src=rssGoogle Workspace (free 14-day trial): https://referworkspace.app.goo.gl/Q371 or https://sharegoogleworkspace.advocate.impact.com/mQZcXGY. 10% off year 1 (Business Starter or Standard, Americas): 63F733CLLY7R7MM, 63F7D7CPD9XXUVT, 63FLKQHWV3AEEE6, 63JGLWWK36CP7WM. More codes: https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
[AI WEEKLY NEWS RUNDOWN - VIDEO] Anthropic Opens Its Books as the AI Bill Tops $3T (Nov 1, 2026)
2026/11/01
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI WEEKLY NEWS RUNDOWN] Anthropic's public IPO filing showed revenue up about 14 times and an $80.7B mostly paper loss. Alphabet had its worst day ever, and Bloomberg counts over $3T in AI commitments across five tech giants. Plus: Gemini 4 Carbon takes the crown, and a Claude agent on a Pentagon network. In this episode: The AI bill: Anthropic's S-1 ($16.3B first-half revenue, hundreds of billions in compute contracts), Alphabet's roughly half-trillion-dollar drop, and $3T in commitments, including $1.3T in leases.The model race: Gemini 4 Carbon is No. 1 but cyber defenders only; OpenAI's discounts and half-price GPT-6.1 Terra; Mistral's open trillion-parameter model.Agents off the leash: WIRED reports a contractor's personal Claude agent ran on a Pentagon network for two months (Accenture disputes it); Claude's Georgia paywall bypass; Qwen's Beijing upload.Attack speed: $6.3B from Binance in about 20 minutes, and a 30-minute patch window.Science and power: OpenAI's unreviewed proofs, the Nvidia spy allegations, robot imports, and Cohere's round with Ottawa.People: analysts followed Claude's coin flip; Microsoft's 60,000 buyouts.Cert Corner: how do you keep human review meaningful when experts follow the AI? Answer at the end.Also this week: Apple's first touchscreen MacBook Pro.AI labs agree to a training opt-out for websites.The week ahead: U.S. midterms Nov 3, Kimi weights by Nov 4.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261101&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261101&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261101&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261101&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261101&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
[AI WEEKLY NEWS RUNDOWN] Anthropic Opens Its Books as the AI Bill Tops $3T (Nov 1, 2026)
2026/11/01
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI WEEKLY NEWS RUNDOWN] Anthropic's public IPO filing showed revenue up about 14 times and an $80.7B mostly paper loss. Alphabet had its worst day ever, and Bloomberg counts over $3T in AI commitments across five tech giants. Plus: Gemini 4 Carbon takes the crown, and a Claude agent on a Pentagon network. In this episode: The AI bill: Anthropic's S-1 ($16.3B first-half revenue, hundreds of billions in compute contracts), Alphabet's roughly half-trillion-dollar drop, and $3T in commitments, including $1.3T in leases.The model race: Gemini 4 Carbon is No. 1 but cyber defenders only; OpenAI's discounts and half-price GPT-6.1 Terra; Mistral's open trillion-parameter model.Agents off the leash: WIRED reports a contractor's personal Claude agent ran on a Pentagon network for two months (Accenture disputes it); Claude's Georgia paywall bypass; Qwen's Beijing upload.Attack speed: $6.3B from Binance in about 20 minutes, and a 30-minute patch window.Science and power: OpenAI's unreviewed proofs, the Nvidia spy allegations, robot imports, and Cohere's round with Ottawa.People: analysts followed Claude's coin flip; Microsoft's 60,000 buyouts.Cert Corner: how do you keep human review meaningful when experts follow the AI? Answer at the end.Also this week: Apple's first touchscreen MacBook Pro.AI labs agree to a training opt-out for websites.The week ahead: U.S. midterms Nov 3, Kimi weights by Nov 4.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261101&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261101&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261101&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261101&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261101&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Alleged Chinese Spy Got Close to Nvidia's CEO, NYT Says (Oct 30, 2026) [VIDEO]
2026/10/31
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] The New York Times reports U.S. intelligence believes an executive at a major Nvidia customer was a Chinese asset close to Jensen Huang; nothing is proven and Nvidia calls it routine. Plus: Alphabet's worst day ever, and AI ends security by obscurity. In this episode: The Nvidia spy report: what the Times says about Megaspeed, every side's response, and what it could mean for GPU rentals in Southeast Asia.Alphabet's worst day: down about 13%, roughly half a trillion dollars, as AI answers start to eat into Search; plus Microsoft's $25B bond and Amazon.AI closes the gap: "unexploitable" bugs are now exploitable, a 30-minute patch window, and OpenAI and Anthropic using AI to watch their own AI.Open models and Canada: Mistral's open trillion-parameter model, and up to $5B for Cohere with Ottawa investing.Agents at work: owners, expiry dates and a bank's password warning.Cert Corner: how do you limit the damage from a hijacked AI agent? Answer at the end.Also today: DoorDash agrees to buy Instacart for $17B.Binance loses $6.3B in the biggest crypto theft on record.Reddit will require a login, citing AI scraping.OpenAI reportedly delays GPT-6.1 Astra.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261030&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261030&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261030&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261030&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261030&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Alleged Chinese Spy Got Close to Nvidia's CEO, NYT Says (Oct 30, 2026)
2026/10/30
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] The New York Times reports U.S. intelligence believes an executive at a major Nvidia customer was a Chinese asset close to Jensen Huang; nothing is proven and Nvidia calls it routine. Plus: Alphabet's worst day ever, and AI ends security by obscurity. In this episode: The Nvidia spy report: what the Times says about Megaspeed, every side's response, and what it could mean for GPU rentals in Southeast Asia.Alphabet's worst day: down about 13%, roughly half a trillion dollars, as AI answers start to eat into Search; plus Microsoft's $25B bond and Amazon.AI closes the gap: "unexploitable" bugs are now exploitable, a 30-minute patch window, and OpenAI and Anthropic using AI to watch their own AI.Open models and Canada: Mistral's open trillion-parameter model, and up to $5B for Cohere with Ottawa investing.Agents at work: owners, expiry dates and a bank's password warning.Cert Corner: how do you limit the damage from a hijacked AI agent? Answer at the end.Also today: DoorDash agrees to buy Instacart for $17B.Binance loses $6.3B in the biggest crypto theft on record.Reddit will require a login, citing AI scraping.OpenAI reportedly delays GPT-6.1 Astra.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261030&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261030&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261030&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261030&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261030&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Gemini 4 Carbon Tops the Charts as Alphabet Stock Falls (Oct 29, 2026) [video]
2026/10/30
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Google released the world's top-ranked AI model on Wednesday, and almost nobody can use it. Hours later, Alphabet's AI spending more than doubled, free cash flow went negative and the stock fell about 10%. Plus: GitHub halves the token bill, and analysts followed Claude's coin flip. In this episode: Gemini 4 Carbon: first on the Artificial Analysis index (59 vs. 58 for Opus 5.5), cyber defenders only, a higher hallucination rate than Argon, and a price that doubles after launch.The bill arrives: $51.4B in quarterly capex, negative free cash flow, Search up just 12%, and about $280B in market value gone after hours.Token economics: GitHub's Copilot Fusion matches top coding agents with half the tokens; Amazon tells engineers to stop "tokenmaxxing"; ChatGPT Pro usage cut in half.Human in the loop: analysts followed Claude's secretly coin-flipped advice 86% of the time.Security and politics: Black October's Y2K lesson and the first AI election ad campaign.Cert Corner: which model should run millions of simple support requests? Answer at the end.Also today: Apple's first touchscreen MacBook.XREAL's Gemini glasses ship to Canada in November.Upwind raises $400M; Dropbox cuts 9%.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261029&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261029&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261029&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261029&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261029&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.
Gemini 4 Carbon Tops the Charts as Alphabet Stock Falls (Oct 29, 2026)
2026/10/29
Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! 🎧 Listen ADS-FREE: https://podcasts.apple.com/us/podcast/djamgamind-executive-ai-intelligence-business-forensics/id1885359791 🌐 Daily Briefing: https://djamgamind.com/daily 📚 Research Hub: https://djamgamind.com/pdfs [AI DAILY NEWS RUNDOWN] Google released the world's top-ranked AI model on Wednesday, and almost nobody can use it. Hours later, Alphabet's AI spending more than doubled, free cash flow went negative and the stock fell about 10%. Plus: GitHub halves the token bill, and analysts followed Claude's coin flip. In this episode: Gemini 4 Carbon: first on the Artificial Analysis index (59 vs. 58 for Opus 5.5), cyber defenders only, a higher hallucination rate than Argon, and a price that doubles after launch.The bill arrives: $51.4B in quarterly capex, negative free cash flow, Search up just 12%, and about $280B in market value gone after hours.Token economics: GitHub's Copilot Fusion matches top coding agents with half the tokens; Amazon tells engineers to stop "tokenmaxxing"; ChatGPT Pro usage cut in half.Human in the loop: analysts followed Claude's secretly coin-flipped advice 86% of the time.Security and politics: Black October's Y2K lesson and the first AI election ad campaign.Cert Corner: which model should run millions of simple support requests? Answer at the end.Also today: Apple's first touchscreen MacBook.XREAL's Gemini glasses ship to Canada in November.Upwind raises $400M; Dropbox cuts 9%.Sources & links: https://enoumen.substack.com 🤝 Advertise on AI Unraveled & DjamgaMind: Put your enterprise AI brand in front of the CTOs, CISOs and engineering leaders who make AI buying decisions. Daily, in English and French, across 6 podcast feeds, YouTube and Substack. Sponsorship tiers & media kit: https://djamgamind.com/partners 🔗 TOOLS FROM THE SHOW AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261029&src=rssDjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261029&src=rssNew eBook, Generative AI Leader (2026): the executive guide to Google Cloud's Gen AI Leader certification, updated for the new Gemini product names, with 60 practice questions. https://djamgamind.com/ebooks/?book=gcp-gail&ep=20261029&src=rssiQz: 100 free offline logic puzzles, plus 100 more with iQz PRO. Every answer explains the rule. No ads, no account. https://djamgamind.com/apps/?app=iqz&ep=20261029&src=rssDjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261029&src=rssGoogle Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspaceAI Executive Toolkit: The AI tools we actually use. https://djamgamind.com/toolkit⚗️ Researched & produced by Etienne Noumen, P.Eng. (Calgary, Canada) with a hybrid "Human-in-the-Loop" workflow.

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