Google’s AI Guru Says That Great Artificial Intelligence Must Build on Neuroscience — from technologyreview.com by Jamie Condliffe
Inquisitiveness and imagination will be hard to create any other way.

Excerpt:

Demis Hassabis knows a thing or two about artificial intelligence: he founded the London-based AI startup DeepMind, which was purchased by Google for $650 million back in 2014. Since then, his company has wiped the floor with humans at the complex game of Go and begun making steps towards crafting more general AIs.

But now he’s come out and said that be believes the only way for artificial intelligence to realize its true potential is with a dose of inspiration from human intellect.

Currently, most AI systems are based on layers of mathematics that are only loosely inspired by the way the human brain works. But different types of machine learning, such as speech recognition or identifying objects in an image, require different mathematical structures, and the resulting algorithms are only able to perform very specific tasks.

Building AI that can perform general tasks, rather than niche ones, is a long-held desire in the world of machine learning. But the truth is that expanding those specialized algorithms to something more versatile remains an incredibly difficult problem, in part because human traits like inquisitiveness, imagination, and memory don’t exist or are only in their infancy in the world of AI.

 

First, they say, better understanding of how the brain works will allow us to create new structures and algorithms for electronic intelligence. 

 

From DSC:
Glory to God! I find it very interesting to see how people and organizations — via very significant costs/investments — keep trying to mimic the most amazing thing — the human mind. Turns out, that’s not so easy:

But the truth is that expanding those specialized algorithms to something more versatile remains an incredibly difficult problem…

Therefore, some scripture comes to my own mind here:

Psalm 139:14 New International Version (NIV)

14 I praise you because I am fearfully and wonderfully made;
    your works are wonderful,
    I know that full well.

Job 12:13 (NIV)

13 “To God belong wisdom and power;
    counsel and understanding are his.

Psalm 104:24 (NIV)

24 How many are your works, Lord!
    In wisdom you made them all;
    the earth is full of your creatures.

Revelation 4:11 (NIV)

11 “You are worthy, our Lord and God,
    to receive glory and honor and power,
for you created all things,
    and by your will they were created
    and have their being.”

Yes, the LORD designed the human mind by His unfathomable and deep wisdom and understanding.

Glory to God!

Thanks be to God!

 

 

Psalm 19:1-2 New International Version (NIV)
For the director of music. A psalm of David.

1 The heavens declare the glory of God;
the skies proclaim the work of his hands.
2 Day after day they pour forth speech;
night after night they reveal knowledge.

 

 

 

 

 

The Word of God is thus God at work. -- J.I. Packer

 

 

Psalm 25:1-15 New International Version (NIV)

Of David.

In you, Lord my God,
    I put my trust.

I trust in you;
    do not let me be put to shame,
    nor let my enemies triumph over me.
No one who hopes in you
    will ever be put to shame,
but shame will come on those
    who are treacherous without cause.

Show me your ways, Lord,
    teach me your paths.
Guide me in your truth and teach me,
    for you are God my Savior,
    and my hope is in you all day long.
Remember, Lord, your great mercy and love,
    for they are from of old.
Do not remember the sins of my youth
    and my rebellious ways;
according to your love remember me,
    for you, Lord, are good.

Good and upright is the Lord;
    therefore he instructs sinners in his ways.
He guides the humble in what is right
    and teaches them his way.
10 All the ways of the Lord are loving and faithful
    toward those who keep the demands of his covenant.
11 For the sake of your name, Lord,
    forgive my iniquity, though it is great.

12 Who, then, are those who fear the Lord?
    He will instruct them in the ways they should choose.
13 They will spend their days in prosperity,
    and their descendants will inherit the land.
14 The Lord confides in those who fear him;
    he makes his covenant known to them.
15 My eyes are ever on the Lord,
    for only he will release my feet from the snare.

 

Romans 15:4 New International Version (NIV)

For everything that was written in the past was written to teach us, so that through the endurance taught in the Scriptures and the encouragement they provide we might have hope.

 

2 Corinthians 1:3-4 New International Version (NIV)

Praise to the God of All Comfort
Praise be to the God and Father of our Lord Jesus Christ, the Father of compassion and the God of all comfort,
who comforts us in all our troubles, so that we can comfort those in any trouble with the comfort we ourselves receive from God.

Full chapter >>

 

1 Corinthians 13:13 New International Version (NIV)

And now these three remain: faith, hope and love. But the greatest of these is love.

 

“In a decade, Hymnary.org has become the most complete database of North American hymnody on the planet, a rich resource now visited by more than 5 million people each year!”

 

 

Hymnary.org was founded by Calvin College Computer Science Professor Harry Plantinga and Calvin Institute of Christian Worship Music Associate Greg Scheer.

 

 

Psalm 86:5 New International Version (NIV)

You, Lord, are forgiving and good,
    abounding in love to all who call to you.

 
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