AIBOM Toolkit
Visualize your AI supply chain as an interactive map
What it does
The AI-BOM Toolkit is an open-source project that turns complex CycloneDX AI-BOM JSON into an interactive constellation graph you can explore and filter. Pipe output from any AI-BOM generator (like Snyk CLI) into the `aibom` npm package and instantly see every AI model, dataset, library, MCP server, MCP client, agent, and service your application depends on. Use it as a CLI (npx aibom --view) or with the online webapp aibom.vercel.app to upload your AI BOMs on the fly.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…
AI · 27d ago · cactuscompute.com
Launched alongside, March 2026
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Switch from ChatGPT to Claude with import memory feature
AI · Mar 2026 · claude.com
