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Kurzweil is joining forces with Google

December 17, 2012 Leave a comment

On December 14th 2012 there was a super-interesting post on Kurzweil.net that Kurzweil is joining forces with Google.

Ray Kurzweil confirmed today that he will be joining Google to work on new projects involving machine learning and language processing…

Ambitions certainly run high:

Im thrilled to be teaming up with Google to work on some of the hardest problems in computer science, so we can turn the next decades ”unrealistic” visions into reality.

As you read on, you begin to wonder, if this is really the start of Arthur C Clarkes 2025 Braincap vision.
See my Braincap article.

It is certainly all very intriguing:
On page 156 in Kurzweils ”How to Create a Mind” one reads that Kurzweil has started a new company called Patterns:

…Which intends to develop hierarchical self-organizing neocortical models that utilize HHMMs (Hierarchical Hidden Markov Models) and related techniques forĀ  the purpose of understanding natural language. An important emphasis will be on the ability for the system to design its own hierarchies in manner similar to a biological neocortex.

Our envisioned system will continually read a wide range of material, such as Wikipedia and other knowledge resources, as well as listen to everything you say and watch everything you write (if you let it).
The goal is for it to become a helpful friend answering your questions –
before you even formulate them
– and giving you useful information and tips as you go through the day.

So, finally Gordon Bells full MyLifeBits is under way …

Ten years later, Wireless Sensor Nets making automatic digital diaries and putting them directly out on the internet for you, and what have you from Futuropolis 2058, seems almost commonplace.

Obviously, IBMs Watson was only the start.
In Jeopardy a question is posed, and Watsons machinery goes to work. Its UIMA (Unstructured Information Management Architecture) deploys hundreds of subsystems, all of which are attempting to come up with a response to the Jeopardy query. I.e. more than 100 different techniques are used to analyze natural language, identify sources, find and generate hypotheses, find and score evidence, and merge and rank hypotheses. Finally, Watsons then acts as an expert system that combine the results of the subsystems. Helping to figure out how much confidence it has in the answers subsystems come up with.
Not only can Watson understand the Jeopardy queries, it can also search its 200 million pages of knowledge (Wikipedia and other sources) and come up with the correct answer faster than any human expert…

And that is just 2012 stuff. Kurzweill obviously won’t let us stop there.
On page 169 of ”How to Create a Mind” one reads that a better Watson should not only be able to answer a question, but also understand – pick out themes in documents and novels:

Coming up with such themes on its own from just reading the book, and not essentially copying the thoughts (even without the words) of other thinkers, is another matter.
Doing so would constitute a higher-level task than Watson is capable of today – it is what I call a Turing test-level task (That being said, I will point out that most humans do not come up with their own original thoughts either. But copy the ideas of their peers and opinion leaders).
At any rate this is 2012, not 2029, so I would not expect Turing test- level intelligence yet.

Intriguing indeed.

Arthur C. Clarke’s vision is surely well under way …

But even he didn’t anticipate a future where our memories belonged to the Cloud, Google or similar.
A cloud that will design its own cognitive hierarchies in a manner similar to a biological neocortex, based on our memories, and feed the result right back to us, shaping and directing our lives, as our most trusted friend.

-Simon

Simon Laub
www.simonlaub.net

Posted on UseNet, Dec. 17th 2012:
Newsgroups: rec.arts.sf.science, rec.arts.sf.written
From: Simon Laub
Date: Mon, 17 Dec 2012 23:43:03 +0100
Local: Mon, Dec 17 2012 11:43 pm
Subject: Kurzweil is joining forces with Google

EyeWire.

December 10, 2012 Leave a comment

Interesting article in Wired Magazine, dec. 2012, about EyeWire:

By playing a game of colouring neurons, amateur neuroanatomists trace the wires of the retina, working together to find a neuronal ”wiring diagram”. Such a map, also known as the connectome, will help us understand how the retina serves visual perception.

eyewire

Anyone can sign up to play; the only qualifications are curiosity and a zest for careful observation …
This is a new age of exploration. By recuiting enough amateur and professional scientist, we will be able to make significant breakthroughs in our understanding of the human brain.

Lead scientist on the project, Sebastian Seung, says that ”NeuroScientists have long hypothesized that our memories are encoded in our connectomes, because each experience leaves a trace on the brain by altering neural connections.
We will be able to test this hypothesis by attempting to read memories from connectomes”.

Exciting times ahead!

eyewire2

Try it here.