#ipapplication - Twitter Hashtag

about 1 year ago

🔥 Confidential MCP Servers + local LLM Agents = AI-powered decision-making without ever sharing data or its derivatives. 🚫 No external API calls. ✅ Full control. ✅ Full privacy. ✅ Attestation 😎 For critical #finance, #healthcare, and #ipapplication you can now apply functions to remote data in secure Nitro enclaves on @awscloud 🚀 --and have a local LLM interpret the results. This setup allows data scientists and decision-makers to apply functions to highly sensitive data—without that data ever being decrypted outside a secure enclave. The results of those computations can then be passed to a local #llmenabling powerful analysis and supporting or complementing downstream actions. All this without ever having to query external LLM APIs that you don’t have full control over. In this demo I show a #healthcare use case powered by @llamacpp #fastmcpand @huggingface #tinyagents extract age-group-specific statistics from hospital records. The raw data is processed exclusively inside the enclave, and the local LLM assists in interpreting the results—all without any data leaving your secure environment. 🛎️ Stay tune for so much more !! 🙋 Ping me if you'd like to know more !!