AI in Flow

AI Gets Real: Pre-Release Vetting, Deployment Arms, and Liability for Summaries


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In today’s episode of AI in Flow, Claire and Peter break down a clear shift in the AI landscape: tighter oversight, faster commercialisation, and higher stakes for getting things wrong. They cover reports that the White House may consider pre-release vetting for advanced models and a larger Pentagon role in government testing—changes that could reshape launch timelines and procurement. They also unpack OpenAI’s reported $4B+ raise and new “Deployment Company,” alongside Anthropic’s investor-backed push to build an AI-native services firm—signalling an arms race to embed models inside real business workflows. Plus: Pinecone’s expansion to Frankfurt and new enterprise tooling, KPMG’s internal AI usage tracking, a lawsuit over Google’s AI Overview allegedly making a damaging false claim, the rise of crypto-style leveraged markets tied to private AI firms, and what all of this means for organisations trying to balance speed with governance and accountability.

About Six & Flow

Six & Flow is a digital transformation consultancy helping businesses adapt, grow, and thrive in a fast-changing world. We specialise in AI, CRM, and revenue operations, blending strategy, technology, and creativity to deliver measurable impact. From scaling startups to global enterprises, we partner with ambitious teams to unlock growth through smart automation, customer-centric marketing, and forward-thinking sales enablement. Learn more at sixandflow.com.

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AI in FlowBy Six & Flow