My attempt to map the research *doctrines* of various groups working on Artificial General Intelligence.

Although one might see names of individuals here as well as organizations, take it just as identification of the organization behind the person and a very narrow slice of their overall research portfolio.
Here is a @swardley map that captures the relationship of doctrine with other individual and organizational processes.
We can capture a party's doctrine by either an explicitly stated agenda or an aggregation of the kind of approach that is pursued. A doctrine is an invariant property of the overall behavior of a party.
In this map one can see the conflict between different parties (compare @garymarcus with the deep learning folks).
Also you can compare groups like @DeepMind and @OpenAI which although are both working on Deep RL. Deepmind has a neuroscience flavor that is reflected in its classification as being more organic.
Because it is unnatural to capture a high dimensional concept such as doctrine in just two dimensions. The dimensions have been selected to be purposefully ambiguous so as to allow the reader some leeway in interpretation.
The vertical axis reflects a difference in inspiration for the hypothesis generated by the doctrine. One can be biologically inspired like @numenta or one can be less so, but informed by a mathematical idea (i.e. free energy).
The horizontal axis reflect the known tension between representationalists and non-representationlists. In one side are functionalists that identify specific mechanisms. On the other extreme are enactivists that try to capture the complexities of the ecosystem.
Every scientific discipline as well as each individual researcher follows a research agenda that is explicitly or implicitly driven by a doctrine. The debates we see between various groups are the manifestations of the conflicts in doctrine.
There is an argument to be made (see: @blamlab ) that the complexity of intelligence requires a pluralistic approach, yet people and organizations seek a dogmatic stance instead. This is of course unavoidable, it is the nature of the human condition.
I've captured this in a blog post that hopefully will expand the details: https://t.co/Qek1Z1WH7S

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TradingView isn't just charts

It's much more powerful than you think

9 things TradingView can do, you'll wish you knew yesterday: 🧵

Collaborated with @niki_poojary

1/ Free Multi Timeframe Analysis

Step 1. Download Vivaldi Browser

Step 2. Login to trading view

Step 3. Open bank nifty chart in 4 separate windows

Step 4. Click on the first tab and shift + click by mouse on the last tab.

Step 5. Select "Tile all 4 tabs"


What happens is you get 4 charts joint on one screen.

Refer to the attached picture.

The best part about this is this is absolutely free to do.

Also, do note:

I do not have the paid version of trading view.


2/ Free Multiple Watchlists

Go through this informative thread where @sarosijghosh teaches you how to create multiple free watchlists in the free


3/ Free Segregation into different headers/sectors

You can create multiple sections sector-wise for free.

1. Long tap on any index/stock and click on "Add section above."
2. Secgregate the stocks/indices based on where they belong.

Kinda like how I did in the picture below.
My top 10 tweets of the year

A thread 👇

https://t.co/xj4js6shhy


https://t.co/b81zoW6u1d


https://t.co/1147it02zs


https://t.co/A7XCU5fC2m