There are numerous attributes that contribute to effective continuous learning and meta-learning, among them:
- where I found something
- how I found it
- who recommended it
- how long ago the information was published
- the context of techniques
- how surprising the information was to me
I contend that this meta-information is actually more valuable than the information itself.
It's helpful to think about these attributes to get higher signal streams of information. When I find that a particular blog or person has interesting content, I listen much more closely to what they have to say. While I don't turn critical thinking off, I don't need to spend as much time considering the source. Links and ideas presented from a trustworthy source tend to be of higher quality. Finding a good source of information makes it much easier to get good information in the future.
Conversely, remembering meta-information allows me to debug and debunk things that I have come in contact with. When I start to disagree with someone whose opinion I previously agreed with, I also think critically about other things that they said or thought. Perhaps there are other views that they held that are also incorrect, and I'm basing my thoughts on this incorrect information. This helps me realize when my mental models need to shift. Everyone has a bias, and I want to make sure that I understand their bias and that is it not harmful to me. If I realize that a much-read software pundit just started selling bug-tracking software, I might start to examine the quality of his articles because of a potential conflict of interest. Similarly, if I understand that the last time I read about something was five years ago and believe my information be out of date, I might preemptively decide to brush up.