David Besemer

@ItsTwoBags @svpino @florian_georg Context from your uploaded documents is still sent to ChatGPT with your request/prompt, but the sensitive data has been redacted before sharing it with ChatGPT. In most cases the redacted PII, PCI, or PHI isn't essential for ChatGPT to product a useful answer.

@svpino @florian_georg I’m a bit confused how ChatGPT is being used with that data if it doesn’t see that data.

People don't trust ChatGPT. What happens to the information you paste into their chat interface? Are you comfortable sharing sensitive data with them? Here is an excellent idea to use ChatGPT while keeping your information secure:

@ThanhBQuach @svpino Regarding getting the best answer, in most cases the redacted PII, PCI, or PHI isn't essential for producing a useful answer. CapeChat still provides context to ChatGPT from your private documents, but the sensitive data has been redacted from the context.

@svpino thanks for sharring, appreciate @svpino but without private data, will chatgpt still be able to give you the best answer? and we just shift private data from chatgpt to capechat? 😂

@ThanhBQuach @svpino Regarding privacy, CapeChat uses secure enclaves for processing requests, so nobody at Cape (or anywhere else) can see the un-redacted data that you submit through CapeChat.

@fdondi1 @svpino CapeChat uses secure enclaves for processing requests, so nobody at Cape (or anywhere else) can see the un-redacted data that you submit through CapeChat.

@svpino Ok but uh... this just switches who sees my data from well-known OpenAI to a totally unknown organization. The point?

🔥 Cape API is ready - strip out sensitive data while prompting GPT-4 and other LLMs!

At @capeprivacy, we help companies protect their sensitive data so it can be used in AI pipelines. Here’s a short demo of how you can use Cape with a @huggingface model to secure both the model and the input data. And if you’re at #PyConUS2023 this week, come see us at booth 411!

This is a simple example that shows how a developer can use Cape Privacy to secure PII or PCI data by encrypting in the browser, and then only processing in a secure enclave.