Thanks @ashitvora - Alpha leverages the entirety of Public.com's insights suite of both 3rd party and proprietary datasets / APIs. We then supplement all that data with a number of realtime agentic pipelines.

@leifthunder @larue Thanks, Aaron! Please share with your network and provide any feedback you have. We greatly appreciate any and all user feedback!

@jaketref @balaji_rao1 First off, if you operate in a regulated space and deal with people's money you have to do things proper and that needs time and effort. Hallucinations essentially should never appear and that's a tall order with AI at this stage. We for example have connected GPT to our own data sources and use the actual GPT model/data only as a fall-back. This has brought wrong answers waaaaaay down because we rely mostly on structured data, not scraping website. Alpha has also been live for a year and a half within the Public app already, so we had a lot of time to fine-tune things as well.

@jaketref @leifthunder I guess a better way to look at it would be to have a mix of AI as well as human wealth managers - idk but I am not fully sure when I will trust my money completely with AI

@leifthunder @balaji_rao1 Similar to copilots in coding, our philosophy is that AI at this stage is best positioned to 10x your self-directed investing workflow rather than act fully autonomously, this is something we've seen work consistently with Alpha within the Public app and want to double down on with this product.