AI & Machine Learning

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VCF NSX 9.1: How Intelligent Networking Becomes the Private Cloud Control Fabric

TL;DR The real message behind the image is not that VCF NSX 9.1 creates one giant futuristic network map. The message is that networking is becoming a governed private cloud service. Application teams consume Virtual Private Clouds, subnets, gateways, and network services. Provider teams control the physical integration and shared architecture. Security teams add segmentation

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Matt Murphy of Menlo Ventures.

‘A Rare Land-Grab Moment’: Menlo Ventures’ Matt Murphy On The Next Wave of AI And Putting $3B In New Capital To Work

In June, Menlo Ventures footnote]Menlo Ventures is an investor in Crunchbase. They have no say in our editorial process. For more, head here.[/footnote] announced $3 billion in new capital across two funds, marking the largest raise in its 50-year history.  Menlo Ventures XVII will invest primarily in seed and Series A companies, while Menlo Inflection

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Contemporary AI lacks the imagination to diverge or negate in science

Bold projections that artificial intelligence will accelerate scientific discovery have raced ahead of evidence from working scientists, and the field still lacks large-scale, scientist-in-the-loop tests of these claims. Here we mount the largest such evaluation to date and map what AI cannot yet do for science. We invited authors of 121,640 recent preprints across biology,

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Designing Knowledge Bases for RAG: The Data Architecture Most Teams Skip

TL;DR A RAG knowledge base is not a document dump. It is a governed data architecture layer that needs source curation, ownership, metadata, chunking strategy, security trimming, freshness controls, retrieval evaluation, and lifecycle management. If the knowledge base is weak, the model will produce polished answers from poor context. Introduction A RAG project usually fails

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