Real-time visibility across tools + reasoning + no setup friction? Claude just killed the "AI Copilot" narrative. This is AI as infra.
ENTERPRISE AI
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Gemini API Caching Infrastructure Major Updates Shipped
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We just shipped major updates to the Gemini API caching infrastructure – Video's that hit the cache are 3x faster TTFT
– PDF's that hit the cache are 4x faster TTFT
– Closed the speed gap on implicit vs explicit cache
– Ongoing work for large Audio files -
Google Gemini API Launches Caching Feature for Developers
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Learn more about caching in the Gemini API: https://
ai.google.dev/gemini-api/doc
s/caching
… and big shoutout to the folks across our infra, serving, API, and product teams for landing this! -
Change Management Critical for AI Implementation Workplace Adoption
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Plus, change management is essential. Just purely injecting AI for efficiency gains will face tremendous friction among workers who fear for their jobs already, and lack a clear vision from leadership. Unless the intention is just to replace most of them with AI anyways,
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Scaling AI Through Employee Education and Leadership Empowerment
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Centralizing this to individuals will make it very hard to scale AI across departments, especially if they are technical hires with limited business sense. Empowering leaders and professionals through AI education and training is likely a necessary and complementary approach.
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Sovereign AGI Enterprises: Rise of Autonomous Intelligence
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"α‑AGI Sovereign — Rise of Autonomous Enterprises" “We are witnessing the birth of sovereign AGI enterprises – city-states of intelligence that never sleep.” Meta-Agentic mastery at global scale. From the successful launch of a α-AGI Nova-Seeds —
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France Deploys Sovereign AI Agents for Document Processing
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France's public servants process over 100M documents a year. Now, they’re getting help from #sovereignAI agents that run securely on national infrastructure. Built by @ThinkDeepAI
, these agents analyze PDFs, scanned images, legal codes, and videos, saving 1,000+ -

Data Flywheel: AI’s Next Competitive Advantage Loop
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The Data Flywheel Is the Next Competitive Advantage Leaders are building self-reinforcing AI loops to make their AI smarter: proprietary data → better models → more usage → better data. Why it matters: Owning the flywheel = differentiation + market leadership.
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AI Agents Execute Real Enterprise Tasks: Food Truck Launch
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AI Agents Are Doing Real Work At #GTCParis, a digital agent launched a food truck: permits, menu, marketing—done. Why it matters: Enterprise teams can now “hire” AI agents to execute.