aria
948 posts
@arattml
Cortex Code @ Snowflake - Prev CEO @ TensorStax (Acq. by Snowflake)
We're giving away Coldplay tickets to the first 10 data leaders who book a demo with TensorStax today. If you're a CTO, VP of Engineering or Head of Data, you're in! Demo Link Below 👇
Today, we are releasing our first weights from Trinity-Large, our first frontier-scale model in the Trinity MoE family. American Made. - Trinity-Large-Preview (instruct) - Trinity-Large-Base (pretrain checkpoint) - Trinity-Large-TrueBase (10T pre Instruct data/anneal)
Starcloud (@Starcloud_Inc1) recently made history by launching a satellite with an NVIDIA H100 into orbit — the first time a GPU that powerful has ever operated in space. It's the first step toward building AI data centers in orbit, powered by continuous sunlight and cooled by radiating heat into deep space. Their approach could one day rival the world's biggest data centers while using less energy, zero fresh water, and far lower emissions. YC's @aaron_epstein visited Starcloud's HQ, where co-founders @philipjohnston, @EzraFeilden, and @Adi_Oltean explained how they built a working prototype in just 15 months — and why big tech is racing to space for AI compute.
A major barrier to reliable text-to-SQL is that instruction ambiguity is invisible and unmanaged. Our work introduces an entropy-based ambiguity metric, making it possible to systematically evaluate when instructions are underspecified and why LLMs fail. Full Blog ↓:
