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    Seoul 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✉newsBusinessStartups2 d ago

    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.

  2. 2
    Strata launches semantic layer that can refuse LLM queries●Show HN: Strata – an expressive semantic layer that can say no to your LLMYhnCultureGaming1813 min ago

    A new tool called Strata has been launched as a semantic layer for AI applications, designed to sit between large language models and data. Its distinguishing feature is the ability to reject requests from an LLM when a query cannot be answered accurately or falls outside defined semantics, rather than allowing the model to fabricate an answer. The launch is drawing attention on Hacker News, where developers are discussing approaches to grounding LLM outputs in structured, trustworthy data.

  3. 3
    AI Startup Vistrata Wins Investment from Seoul Techno Holdings▼Cross-Platform AI Software Startup Vistrata Secures Investment from Seoul Techno Holdings✉newsBusinessStartups2 d ago

    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.

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