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    DeepMind's Demis Hassabis on the Path to AGI: What's Missing Isn't Just Compute
    May 10, 20266 min read

    DeepMind's Demis Hassabis on the Path to AGI: What's Missing Isn't Just Compute

    Executive Summary: The Epsilla Perspective DeepMind's recent strategic outlining points directly to the architecture Epsilla is building today. Hassabis predicts an AGI future not dominated by a single monolithic brain, but rather characterized by a generalized model orchestrating highly specialized tools. This validates the Agent-as-a-Service model, where AgentStudio serves as the critical infrastructure for deploying and managing specialized vertical AI agents. Furthermore, as small models rapidly approach frontier capabilities and compute demand continues to outpace supply, enterprise success will hinge on efficient orchestration, advanced memory scaffolding, and robust continuous learning frameworks—the exact pillars of the Epsilla platform.

    AGIDemis HassabisReinforcement Learning
    The "Madmen" Behind Cursor's 60B Valuation: How This Vector DB Startup Squeezed Performance to the Absolute Limit
    May 10, 20267 min read

    The "Madmen" Behind Cursor's 60B Valuation: How This Vector DB Startup Squeezed Performance to the Absolute Limit

    While the industry fixates on high-performance servers and memory-bound vector retrieval, a stealthy champion has been powering Cursor's massive-scale code retrieval engine behind the scenes. Without this foundational layer, managing tens of millions of user code spaces and over a trillion documents would be an operational nightmare.

    Vector DatabaseCursorTurbopuffer