# VIDRAFT

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Ward Ed](https://cerebralvalley.ai/u/VIDRAFT_AI)
- **GitHub:** https://github.com/final-bench/vikernel-agent-guard
- **Demo video:** https://huggingface.co/datasets/SeaWolf-AI/vikernel-demo-video/resolve/main/ViKernel_demo_v4_en.mp4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/445

For 50 years, the operating system lived inside the computer. In this hackathon, we moved it inside a Meta model.

AI agents now act on their own, and every safety control sits outside the model: copy the weights and the controls stay behind. ViKernel wires CPU, NPU, GPU, RAM and ROM circuits into the weights of Meta Muse Glimmer 30B and runs a Secure OS on them. It decides every agent action by rule, seals every decision in a tamper-evident audit chain, and carries a kill switch the model cannot erase: anyone can stop it, only a signed key restarts it.

Measured during the hackathon: Glimmer's language ability unchanged after the graft (identical perplexity on the same hardware, 100/100 identical ARC answers), in-weights kill switch 6/6, tools 46/46. A live Meta Muse Spark 1.3 agent passes every tool call through ViKernel: hidden-instruction hijacks, fake-admin persuasion and a real planted backdoor are all denied before they run (290 of 290 attack commands, 237 ms median). We also compiled a small GPU into the weights: 34/34 exact kernels, 130x faster verified execution, honest about being no GPU replacement.

The live product is an 18-app desktop: Agent Guard, a signed-app store with the .vdr package format, a governed browser that catches poisoned pages, settings that cannot switch safety off, RSI Lab, Backdoor Lab, GPU Lab and more. Try it with no login: https://huggingface.co/spaces/FINAL-Bench/ViKernel-Desktop

## More from Meta Global AI Developer Hackathon

- [Spray](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/442)
- [Lim](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/443)
- [Naija AI Team](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/444)
- [Village Jobs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/446)
- [Adithya Krishna](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/447)
- [Show, Don't Code](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/448)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/445. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt