The arrival of artificial intelligence limit

Artificial Narrow Intelligence (ANI): This is like AI for one particular thing (e.g. beating the world 

1. Artificial General Intelligence (AGI): This is when the AI can perform all things. Once an AI 
2. Artificial Superintelligence (ASI): AI on a much higher level for all things (e.g. beyond the c

When we talk about the context of Google’s RankBrain, and the machine learning algorithms 

Actually, ANI has been around for some time. Ever wonder how those SPAM filters work in your Watson, that cool feature on Amazon that tells you products that are “recommended for you,” 

Within ANI, there are many different approaches. As Pedro Domingos clearly lays out in his five “tribes” today:

• Symbolists
• Connectionists
• Bayesians

Google’s RankBrain is in the camp of the Connectionists. Connectionists believe that all our particular strategy is what experts in the field call a back propagation technique, rebranded as 

Connectionists claim this strategy is capable of learning anything from raw data, and therefore this, too. On January 26th, 2014, Google announced it had agreed to acquire DeepMind 

So when we talk about RankBrain, we now can tell people it is comprised of one particular  just how much is this field progressing? And, more importantly, how is it changing the business of 

Here is what technological progress looks like, when you look back at history:

But, as Urban points out, in reality, you can’t see what’s to your right (the future). So here is how 

there:What this chart shows is that when humans try to predict the future, they always underestimate. 

However, the reality is, human progress takes place at a faster and faster rate as time goes  original theory is that more advanced societies have the ability to progress at a same can be applied to artificial intelligence and the growth rate we are seeing now with advanced 

We see this with computing resources right now. Here is a visualization that gives you the perspective of just how fast things can change because of this Law of Accelerating Returns:

As you can clearly see, and as we all can intuitively feel, the growth of advanced processing  revelation: At some point, the processing power for an economical computer will surpass that