Most AI and Analytics are impaired by data issues. Now AI can help you fix them(cleanlab.ai)
cleanlab.ai
Most AI and Analytics are impaired by data issues. Now AI can help you fix them
https://cleanlab.ai/blog/data-centric-ai/
https://cleanlab.ai/blog/data-centric-ai/
This tweet by @WirelessPuppet reflects how folks are finally realizing that AI is becoming data-centric. But what does the future hold?
What data curation and modeling work will be done manually vs automated?
I believe significant automation is necessary to ensure the health of ever-increasing amounts of data and models. Our newest article outlines a vision of how automation-aided AI workflows should look (Hint: AI itself can facilitate many of steps needed to turn raw data into reliable model deployments)
The article outlines: how we plan to get there, why we are building open-source and AI platform software, and key differences between these offerings. Read it to learn why data itself should now be improved using AI.