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Strata
Trends
- 1Seoul National University Holdings Backs AI Startup Bystrata in Seed Round▼Seoul National University Holdings Makes Seed Investment in AI Startup Bystrata to Reduce GPU Dependency
Seoul National University Holdings has made a seed investment in AI startup Bystrata, whose technology aims to reduce dependency on GPUs for artificial intelligence workloads. The move reflects growing interest among university-affiliated investors in efficiency-focused AI infrastructure as hardware costs and chip shortages weigh on the sector.
- 2Strata launches semantic layer that can reject LLM queries▼Show HN: Strata – an expressive semantic layer that can say no to your LLM
Developers on Hacker News are discussing Strata, a newly launched semantic layer designed to sit between large language models and data. Its distinguishing feature is the ability to refuse invalid or nonsensical queries from an LLM rather than guessing an answer, aiming to reduce hallucinated results in data analysis workflows.
- 3Former Netflix engineer launches Strata semantic layer for LLMs▼Show HN: Strata – an expressive semantic layer that can say no to your LLM Hello HN, I'm Ajo and I built Strata. I spent
Developer Ajo has launched Strata, a semantic layer designed to give large language models structured, governed access to business data. He says his four years at Netflix working on self-service analytics for non-technical users shaped the product's distinctive design. A notable feature is that Strata can refuse LLM requests that violate its semantic rules, aiming to keep AI-driven data queries accurate and safe.
- 4AI Startup Vistrata Wins Investment from Seoul Techno Holdings▼Cross-Platform AI Software Startup Vistrata Secures Investment from Seoul Techno Holdings
Vistrata, a startup developing cross-platform AI software, has secured investment from Seoul Techno Holdings. The deal gives the young company fresh capital to advance its technology and expand, while the South Korean investment firm adds an artificial intelligence play to its portfolio. Details on the investment amount and the startup's plans were not immediately disclosed.
Repos
- Niko1221/Strata Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anth