Samplify IH
Automate chemical exposure banding and industrial hygiene.
What it does
Samplify IH helps safety teams evaluate chemical exposure risk when exposure data doesn’t exist yet. It uses hazard data to assign exposure bands and generate sampling plans, replacing spreadsheets and manual management-of-change reviews for teams managing frequent chemical or process changes. It is designed so small safety teams can support large, global operations.
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Thought the resources for GPU arch were lacking, so here we are
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Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.
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With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.
AI · Apr 2026 · text.blogosphere.app