
BHPgen.pl
AI-generated Polish workplace safety instructions in 30s
What it does
BHPGen automates Polish workplace safety documentation (BHP). Employers type a job title — AI generates a complete instruction compliant with § 41 Polish labour regulation in 30 seconds. Replace hours of manual paperwork with one click.
Does the same job
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ZRG MineralJul 2026 · zrgmineral.com · ▲14AI-powered intelligence for critical mineral supply chains.

- IAIntenseye – AI for Workplace Safety2019 · ▲5
Hi everyone! We are Sercan and Serhat, the founders of Intenseye (https://intenseye.com) Sad fact: Every 7 seconds a worker is injured on the job and in average 14 worker dies every day in the US only! Despite the health and safety regulations and manual safety checks, real-time violation awareness and incident preventions are missing in the industry. Therefore, we built Intenseye. Intenseye is an AI platform capable of connecting existing cameras in manufacturing facilities to prevent accidents. We use existing cameras in facilities to predict and analyze body posture, ergonomics,…

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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…
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
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Dev tools · May 2026 · github.com