Re-skilling Has To Be MUCH WIDER With A STRONG FOUNDATION.

But In My Imagination This Whole THING DEVELOPED And I Started MIXING Up Old FOLK Songs With The Beatles Beat And TAKING Them Down To Greenwich Village And Playing Them For The People There.

We Now Think Of INTERNAL Representation As Great Big Vectors, And We Do Not Think Of Logic As The Paradigm For How To Get Things To Work. We Just Think You Can Have These Great Big Neural Nets That LEARN, And So, INSTEAD Of Programming, You Are Just Going To Get Them To Learn EVERYTHING.

A Huge AMOUNT Of Our Everyday Thinking - Powerful, CREATIVE, And Resonant STUFF - Is Done Socially: Talking To Other PEOPLE, ARGUING With Them, Relying On Them To Recall Information For Us.

My Role In The BUSINESS Is To Use My Judgment. All These Years Of Experience Have GIVEN Me A Clear Head, And I Can Give A Nonpartisan View With A SENSE Of Distance.

Most People In AI, Particularly The Younger Ones, Now BELIEVE That If You Want A System That Has A Lot Of Knowledge In, Like An Amount Of Knowledge That Would Take MILLIONS Of Bits To Quantify, The Only WAY To Get A Good System With All That Knowledge In It Is To Make It Learn It. You Are Not Going To Be ABLE To Put It In By Hand.

I BECAME A PROFESSIONAL Musician And Played All Kinds Of Music. I Played Bluegrass, I Played CLASSICAL Music, And For MANY YEARS, I Played Jazz.

I Like To SAY That A 'Times' Editorial PRESENTS A STRONG Opinion BASED On REALITY.

You Can Get Anything ONLINE, Including Things That Don't Even EXIST. We've Invented Our Own Collective Unconscious. The NORMAL Rules Of Time And Space Don't Apply. It's Held Together By Some Other Force Than Gravity. It's ENDLESS. It's Like Some Unimaginably Huge, Messy Novel That's Writing Itself Both With And Without Us.

My Position Has Been Consistent That Middle CLASS FAMILIES Should Not PAY More TAXES. That Hasn't Changed.