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Applied AI·August 13, 2026·1 min read

What is Tokenmaxxing, and why should businesses care about it?

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The push to squeeze every last token of “productivity” from AI systems is exposing how weak most orgs’ governance and security controls really are. If your teams are aggressively automating without a matching investment in access control, data classification, and audit, you’re building a shadow IT surface at model scale.

Applied AI

Google Pixel Buds Pro 2 are getting a free update with 4 new features, announced quietly alongside Pixel 11 phones at the Made By Google event — including a new way to use Gemini

Google is turning existing Pixel Buds into a Gemini surface, not waiting for new hardware—AI access is becoming a software entitlement layered onto installed bases. If you build voice-first experiences, assume earbuds and wearables are now mainstream assistant endpoints, not just phones and laptops.