Realworld ML Roadblocks
In theory most of the challenges we face today can be solved with ML. There has been amazing progress recently with OpenAI, but Machine learning is sill very young. In many fields the mindset of if it ain’t broke don’t fix it is persistent. A perfectly reasonable approach if the job is getting done with non ML methods. But progress is inevitable, to harness the powerful problem solving capacity of ML, we need to overcome the following roadblocks:...