my personal summary:
Building constructs: within an area link all ideas as much as possible (biology) Building models: Simplify concepts - abstract from them to create something that you can use (evolution by natural selection) Highways: Linking constructs (biology to economics trough evolutionary economics)
Acquire. Test - Have I seen/listened to the idea before? Understand. Test - Do I get (at a surface level) what this idea means? Explore. Test - Do I understand where this idea comes from, what it is related to and what outside ideas can be connected with it? Debug. Test - Have I removed inappropriate links between this idea and others?Have I removed false conclusions based on connections that donít actually exist? Apply. Test - Have I used this idea in my practical life?
A) Acquiring Ideas 1) Speed Reading 2) Flow-Based Notetaking B) Linking Ideas : FOR DIFFICULT OR CRITICAL INFORMATION 1) Metaphor - used to relate unfamiliar to familiar ideas. (process: ask for it. take the first that comes. test it) 2) Visceralization - used to translate information to preferred format (process: identify concept, pick mental image, does it move trough time or is statis?, add more sensations and emotional impacts to your image) 3) Diagraming C) Handling the Arbitrary 1) Linking 2) Pegging 3) Information Compression -> Notes compression (write down major ideas and all related ideas. rewrite) D) Extending Ideas 1) Practical Usage - Look for ways to applu ideas 2) Model Debugging - typos are not bugs, use very different questions to do a shotgun debug, spread practice times out 3) Project-Based Learning - 1-3 month project that uses knowledge you want and don't have
This ebook is kind of dopey, but it's one of the few resources I've seen where someone who's reasonably good at learning stuff tries to dissect and communicate the mental mechanisms they use for learning:
http://www.scotthyoung.com/blog/Programs/HolisticLearningEBook.pdf
Here's a quick summary.
The author sells various information & coaching products in this vein, but as far as I can tell the ebook I linked to is the only free one: http://www.scotthyoung.com/lmslvidcourse/2.html. (If anyone pays for any of these, they should summarize them (to understand them better) and post the summaries to LW ;].) I'm definitely interested in hearing about other resources people know of on the mechanics of learning.
Someone once told me that if you're a grad student studying under a Nobel laureate, you're much more likely to later win the Nobel yourself. (I just searched the internet for evidence regarding this claim and couldn't find any, so I'm now less confident in it.) This claim suggests that doing good research is learnable.
The person who told me this thought these research skills couldn't be described with words, and could only be transmitted through actual research partnerships. I think it's more likely that they can be described with words, but no Nobel laureate has bothered to sit down and write a book called "How I Do Research". (Please leave a comment if you know of a book like this!)
Even if your fluid intelligence is static and difficult to improve, that doesn't prevent you from improving the mental algorithms and habits you use to accomplish tasks.