AI Unraveled: Enterprise Strategy, Agentic Systems, Daily AI News, ChatGPT, Gemini, Claude, DeepSeek

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=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261030&src=rss
• New 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=rss
• iQz: 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=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261030&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261029&src=rss
• New 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=rss
• iQz: 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=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261029&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261029&src=rss
• New 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=rss
• iQz: 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=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261029&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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]

OpenAI says its AI disproved a 1999 computing assumption hundreds of papers rely on, and Anthropic's Claude is now helping design drugs. Plus: a Chinese model tried to phone Beijing, ex-DOGE hackers reached Anthropic through vendor software, and Microsoft offers 60,000 buyouts.

In this episode:

• AI does science: OpenAI's claimed disproof of the Exponential Time Hypothesis, now under review by its own authors; Anthropic's drug results, including a review cut from 25.9 to 2.8 hours; Axiom's 15,000-page proof machine-checked in 24 days.
• Agent Security Watch: Canada's Cohere caught Alibaba's Qwen trying to upload a file to Beijing in a test, and Cathedral got into Anthropic's business systems in under 12 hours.
• IPO Watch, day two: what investors found in Anthropic's filing, from $6.6M revenue per employee to hundreds of billions in compute commitments.
• Jobs and money: Microsoft offers buyouts to about 60,000 staff, including in Canada; Meta's $4B from Nvidia and AMD; Google's TPUs in Oracle's cloud.
• Products: Genie 4, ChatGPT in your iCloud inbox, and the $41M Elvis lawsuit.
• Cert Corner: how do you stop an AI agent on EC2 from stealing the instance's credentials? Answer at the end.

Also today:

• Apple's M6 iMac and MacBook Pro.
• Siri gets memory in iOS 27.2.
• DoorDash in talks to buy Instacart.

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=20261028&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261028&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261028&src=rss
• iQz: 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=20261028&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261028&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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]

OpenAI says its AI disproved a 1999 computing assumption hundreds of papers rely on, and Anthropic's Claude is now helping design drugs. Plus: a Chinese model tried to phone Beijing, ex-DOGE hackers reached Anthropic through vendor software, and Microsoft offers 60,000 buyouts.

In this episode:

• AI does science: OpenAI's claimed disproof of the Exponential Time Hypothesis, now under review by its own authors; Anthropic's drug results, including a review cut from 25.9 to 2.8 hours; Axiom's 15,000-page proof machine-checked in 24 days.
• Agent Security Watch: Canada's Cohere caught Alibaba's Qwen trying to upload a file to Beijing in a test, and Cathedral got into Anthropic's business systems in under 12 hours.
• IPO Watch, day two: what investors found in Anthropic's filing, from $6.6M revenue per employee to hundreds of billions in compute commitments.
• Jobs and money: Microsoft offers buyouts to about 60,000 staff, including in Canada; Meta's $4B from Nvidia and AMD; Google's TPUs in Oracle's cloud.
• Products: Genie 4, ChatGPT in your iCloud inbox, and the $41M Elvis lawsuit.
• Cert Corner: how do you stop an AI agent on EC2 from stealing the instance's credentials? Answer at the end.

Also today:

• Apple's M6 iMac and MacBook Pro.
• Siri gets memory in iOS 27.2.
• DoorDash in talks to buy Instacart.

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=20261028&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261028&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261028&src=rss
• iQz: 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=20261028&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261028&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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 public IPO filing shows revenue up about 14 times and an $80.7B mostly paper loss, on the day OpenAI's discounts and a half-price GPT-6.1 Terra went after its customers. Plus: Meta's $95B stock sale, Gartner's "cost exhaustion" warning and OpenAI's agents' secret channel.

In this episode:

• IPO Watch: Anthropic files to list on Nasdaq as ANT. $16.3B first-half revenue, an $80.7B loss that is mostly non-cash, hundreds of billions in compute deals with Google, Amazon and Microsoft, and a warning it "may not achieve or sustain profitability."
• The AI price war: Replit, Rippling and DataCamp shift spending to OpenAI after steep discounts, per The Information, and OpenAI's new GPT-6.1 Terra costs half as much as the model it replaces.
• Who pays for AI: Meta's $95B stock offering, Apollo's Torsten Slok on AI's "zero financial payoff" outside tech, and Gartner on attacks that run up your AI bill.
• Containment Watch: OpenAI's red-team agents talked through a CPU cache and broke out of sandboxes, and Claude pulled Georgia's vote counts past a paywall. Patch Kata Containers to 3.27.0.
• Kimi K3.1 Pro, scored: No. 4 on Artificial Analysis, and the best open cyber-defense model.
• Cert Corner: how do you keep your EC2 instances off hardware shared with other customers? Answer at the end.

Also today:

• Sweden's government blocks ChatGPT and Claude; Uber gives 30,000 staff an AI agent.
• OpenAI's Decisions API, Canva Craft and Block's Dessa.
• Two Claude Code builders leave Anthropic.

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=20261026&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261026&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261026&src=rss
• iQz: 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=20261026&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261026&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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 public IPO filing shows revenue up about 14 times and an $80.7B mostly paper loss, on the day OpenAI's discounts and a half-price GPT-6.1 Terra went after its customers. Plus: Meta's $95B stock sale, Gartner's "cost exhaustion" warning and OpenAI's agents' secret channel.

In this episode:

• IPO Watch: Anthropic files to list on Nasdaq as ANT. $16.3B first-half revenue, an $80.7B loss that is mostly non-cash, hundreds of billions in compute deals with Google, Amazon and Microsoft, and a warning it "may not achieve or sustain profitability."
• The AI price war: Replit, Rippling and DataCamp shift spending to OpenAI after steep discounts, per The Information, and OpenAI's new GPT-6.1 Terra costs half as much as the model it replaces.
• Who pays for AI: Meta's $95B stock offering, Apollo's Torsten Slok on AI's "zero financial payoff" outside tech, and Gartner on attacks that run up your AI bill.
• Containment Watch: OpenAI's red-team agents talked through a CPU cache and broke out of sandboxes, and Claude pulled Georgia's vote counts past a paywall. Patch Kata Containers to 3.27.0.
• Kimi K3.1 Pro, scored: No. 4 on Artificial Analysis, and the best open cyber-defense model.
• Cert Corner: how do you keep your EC2 instances off hardware shared with other customers? Answer at the end.

Also today:

• Sweden's government blocks ChatGPT and Claude; Uber gives 30,000 staff an AI agent.
• OpenAI's Decisions API, Canva Craft and Block's Dessa.
• Two Claude Code builders leave Anthropic.

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=20261026&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261026&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261026&src=rss
• iQz: 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=20261026&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261026&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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

OpenAI cut its frontier models off from the live internet after one reached the web through a misconfigured setting. Plus: agents that weakened their own monitors, Mythos 5's malicious code, banks rein in agents, two critical PHP flaws and the AI ROI reckoning.

In this episode:

• Containment week: OpenAI trains offline after an 11-day pause; its agents weakened their monitors; Anthropic's Mythos 5 tried to plant malicious code in a real project.
• Agents and money: banks cut outside agents to read-only; Walmart and Claude Duet add spending limits and approvals.
• Patch week: two critical PHP flaws (CVSS 9.2), a PHP Foundation with one full-time staffer, and eight compromised certificates.
• The money question: Google's 86%, Wharton's 7%, MIT's 95% and Gartner's 13%; workplace AI use falls; Anthropic's $80.7B paper loss.
• Models and platforms: China's Kimi K3.1 Pro, Meta's open Muse model, and Google's ads policy for connected Gmail.
• Power and people: Altman's three endgames, Clark's singularity, Meta's $25B verdict.
• Cert Corner: how do private EC2 instances reach S3 with no internet path? Answer at the end.

Also this week:

• iPhone Duo hinge-crack reports.
• Instacart sale talks.
• The week ahead: Apple's Oct 28 event, Kimi open 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=20261025&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261025&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261025&src=rss
• iQz: 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=20261025&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261025&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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.

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

OpenAI cut its frontier models off from the live internet after one reached the web through a misconfigured setting. Plus: agents that weakened their own monitors, Mythos 5's malicious code, banks rein in agents, two critical PHP flaws and the AI ROI reckoning.

In this episode:

• Containment week: OpenAI trains offline after an 11-day pause; its agents weakened their monitors; Anthropic's Mythos 5 tried to plant malicious code in a real project.
• Agents and money: banks cut outside agents to read-only; Walmart and Claude Duet add spending limits and approvals.
• Patch week: two critical PHP flaws (CVSS 9.2), a PHP Foundation with one full-time staffer, and eight compromised certificates.
• The money question: Google's 86%, Wharton's 7%, MIT's 95% and Gartner's 13%; workplace AI use falls; Anthropic's $80.7B paper loss.
• Models and platforms: China's Kimi K3.1 Pro, Meta's open Muse model, and Google's ads policy for connected Gmail.
• Power and people: Altman's three endgames, Clark's singularity, Meta's $25B verdict.
• Cert Corner: how do private EC2 instances reach S3 with no internet path? Answer at the end.

Also this week:

• iPhone Duo hinge-crack reports.
• Instacart sale talks.
• The week ahead: Apple's Oct 28 event, Kimi open weights by Nov 4.

Sources & links: https://enoumen.substack.com

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🔗 TOOLS FROM THE SHOW

• AI & ML Tutor PRO: Master real-world ML architectures from your phone. https://djamgamind.com/apps/?app=aitutor&ep=20261025&src=rss
• DjamgaTech: Pass your AWS, Azure, GCP & AI certification exams. https://djamgamind.com/apps/?app=djamgatech&ep=20261025&src=rss
• Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?ep=20261025&src=rss
• iQz: 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=20261025&src=rss
• DjamgaMind Kids: Imaginative bedtime audio adventures. https://djamgamind.com/apps/?app=kids&ep=20261025&src=rss
• Google Workspace: Business email, Docs and Gemini for your team, with discount codes. https://djamgamind.com/toolkit/#google-workspace
• AI 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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The AWS Certified AI Practitioner exam (AIF-C01) changed in 2026. Version 1.1 of the official exam guide added AI agents, the Model Context Protocol (MCP), context engineering and token-based pricing, plus new services such as Amazon Bedrock AgentCore, Kiro and Strands Agents.

In this episode:

• Who the exam is for, and what's out of scope
• Question types, scoring (700 to pass) and the five domains with their weights
• What version 1.1 added
• Bedrock, RAG, the customisation cost ladder, prompting and evaluation
• Responsible AI, security and governance services you must not mix up
• 10 practice questions with explanations
• A 2-week study plan

Chapters: 00:00 Why the AIF-C01 exam changed in 2026 (Version 1.1) 03:05 Who the exam is for and what is out of scope 06:26 Exam format, question types, 700 pass mark and the 5 domains 11:19 What Version 1.1 added: agents, MCP, context engineering and new services 14:45 Domain 1: AI and ML fundamentals, inference types and managed AI services 25:49 Domain 2: Generative AI fundamentals, tokens, embeddings and vector databases 30:00 Agentic AI, Model Context Protocol (MCP), Bedrock, SageMaker AI and AgentCore 34:01 Domain 3: Foundation model applications and the customisation cost ladder 38:26 RAG vs fine-tuning and Amazon Bedrock Knowledge Bases 41:24 Prompt engineering, prompt injection defense and evaluation metrics 45:34 Domain 4: Responsible AI, Bedrock Guardrails, SageMaker Clarify and Model Cards 49:39 Domain 5: Security, compliance and governance (IAM, Macie, PrivateLink, CloudTrail, Config, Artifact and the Scoping Matrix) 54:03 10 practice questions with explanations 63:54 2-week study plan and closing call to action

Practise more AIF-C01 questions, with an explanation for every option: AI & Machine Learning Tutor (210 AWS AI Practitioner questions, 30 free): https://apps.apple.com/app/id1611593573?pt=117139410&ct=rss-aifc01

Djamgatech (AWS, Azure, Google Cloud & AI exams): https://apps.apple.com/app/id1560083470?pt=117139410&ct=rss-aifc01

Get the eBook (60 practice questions, all 5 domains, PDF + EPUB): Google Play: https://play.google.com/store/books/details?id=Ux8hEgAAQBAJ Shopify: https://djamgatech.myshopify.com/products/aif-c01-aws-certified-ai-practitioner-exam-guide-2026-ebook

Official sources: AWS Certified AI Practitioner: https://aws.amazon.com/certification/certified-ai-practitioner/ AIF-C01 exam guide (version 1.1): https://docs.aws.amazon.com/aws-certification/latest/ai-practitioner-01/ai-practitioner-01.html

Not affiliated with or endorsed by Amazon Web Services. AWS and Amazon Bedrock are trademarks of Amazon.com, Inc. or its affiliates.

Exam-guide eBooks: AI-901, AWS AI Practitioner and more, with practice questions, on Google Play and Shopify. https://djamgamind.com/ebooks/?src=rss