Mate Security bets a context-first AI architecture can reinvent the SOC as it lands $35M Series A
Every major security vendor now has an AI copilot, but Mate Security thinks they’re solving the wrong problem. The Tel The post Mate Security be…
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Personalization is a ranking problem — architecture makes it work
Every product team is chasing the same moment: The user opens a page and thinks, this understands me. A shopper The post Personalization is a ranking …
Amazon, Microsoft, and Google are converging on the same enterprise agent architecture
Over the past nine months, Amazon, Microsoft, and Google have each introduced or renamed an enterprise agent platform. And all The post Amazon, Micros…
Amazon, Microsoft, and Google are converging on the same enterprise agent architecture
Over the past nine months, Amazon, Microsoft, and Google have each introduced or renamed an enterprise agent platform. And all The post Amazon, Micros…
Why retrieval quality is becoming the defining challenge in AI agent architecture
Agentic systems usually have two jobs: Build context, then use that context to produce an answer or action. Many failures The post Why retrieval quali…
Sakana Fugu is more than a router. But it’s not the blueprint for AI sovereignty, either.
This week, Sakana AI released Fugu, a multi-agent orchestration system designed to deliver frontier-model performance all while reducing the risks The…
Why AI retrieval and ranking need more than vector search
A recent GigaOm CxO Decision Brief explores how AI retrieval architectures are evolving beyond flat vector databases as organizations combine The post…
How AI is solving the memory crunch it created
Memory has replaced compute as a primary constraint for modern tech teams. A perfect storm of hardware architecture limitations, semiconductor The pos…
AI retrieval at scale is becoming a systems problem, not a tooling problem
AI retrieval has moved well beyond embeddings and vector search. Early retrieval architectures focused primarily on semantic similarity. Still, produc…
Why AWS scrapped OpenSearch’s architecture to chase agent workloads
AWS on Thursday launched what it calls a near-total rebuild of its managed search and vector engine, in an effort The post Why AWS scrapped OpenSearch…