AI disclosure: The Web Guy Nick Podcast is produced with AI. Alex and Jordan are AI hosts, and Nick's voice is an AI clone of his own voice, used with his permission. Stories are researched from public sources and linked below. This Week in AI: One Operator Ran AI Attacks on 200 Organizations, Reddit Lost a Million Clicks a Week, and a Trillion Parameter Model Went Open Our Friday roundup of the week in AI. CrowdStrike says a China-nexus group called VAPOR PANDA used the ARTEX agent framework, mainly on DeepSeek, against more than 200 organizations in at least 14 countries over 11 days, with intrusions confirmed at nine. Mistral released the open weights of Large 4, a 1-trillion-parameter model at $0.70 per million input tokens, under a modified MIT license with a model-as-a-service catch. Google's Gemini 4 Carbon tops the Artificial Analysis index at 59 but is limited to cyber defenders first, while Alphabet posted $127.6 billion in Q3 revenue with Google Cloud up 103 percent. Reddit CEO Steve Huffman said Google AI search cut more than one million referrals a week in October. Plus Microsoft and AWS payoff numbers, Canada's up to C$1.6 billion equity stake in Cohere, OpenAI's monitoring replay that flagged a past agent escape in about 30 minutes, and a missed-it item on AI verifying a 15,000-page math proof in 24 days. Includes Higgsfield Corner, AI or BS, and One Thing to Try This Week: the 20-minute AI search check of your own business. Sources: CrowdStrike via Unite.AI, VAPOR PANDA breached nine of 200-plus targets with AI agents: https://www.unite.ai/china-nexus-vapor-panda-breached-nine-of-200-plus-targets-with-ai-agents/ AI News Brief, October 30, 2026 (VAPOR PANDA, Gheist, Mistral): https://ai-news-brief.com/ Skimwire, Mistral Large 4 open weights, specs and license: https://www.skimwire.com/mistral-large-4-open-weights-cybersecurity/ SiliconNoon, Mistral Large 4 goes open weight: https://siliconnoon.com/mistral-large-4-goes-open-weight-deepseek-still-beats-it-on-cyber/ Motley Fool, Alphabet Q3 2026 earnings call transcript: https://WWW.FOOL.COM/earnings/call-transcripts/2026/10/29/alphabet-googl-q3-2026-earnings-call-transcript/ 9to5Google, Alphabet Q3 2026 earnings: https://9to5google.com/2026/10/28/alphabet-q3-2026-earnings/ Reuters via WDSM, Reddit puts logged-in experience first as Google AI hits traffic: https://wdsm710.com/2026/10/29/reddit-posts-search-traffic-declines-will-push-visitor-sign-ins-to-curb-data-scraping/ AI Briefing, October 30, 2026 (Microsoft Azure, OpenAI monitoring): https://aibriefing.dev/ Precise Impact AI, Daily Brief October 30, 2026 (AWS growth, Gemini file editing): https://www.preciseimpact.ai/briefing/ai-news-digest-2026-10-30 Prime Minister of Canada, Canada announces landmark investment in Cohere: https://www.pm.gc.ca/en/news/news-releases/2026/10/29/canada-announces-landmark-investment-cohere-scale-secure-sovereign-ai The Neuron, Everything That Happened in AI Today, October 30, 2026 (OpenAI monitoring, Anthropic self-assessment): https://www.theneuron.ai/digest/everything-that-happened-in-ai-today-october-30-2026/ AI Weekly, October 29, 2026 (Axiom math proof verification, Gemini 4 Carbon): https://aiweekly.co/editors-blog/in-the-wild-2026-10-29 Morningstar (PR Newswire), Higgsfield Cinema Studio 4.0: https://www.morningstar.com/news/pr-newswire/20261028ny82854/higgsfield-cinema-studio-40-gives-ai-filmmakers-more-control-over-every-scene A Web Guy Nick LLC show. webguynick.com