ArticleslgStudy

science

The Age of Spiritual Machines

The Age of Spiritual Machines is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand The Age of Spiritual Machines rather than just read about it. In short: The Age of Spiritual Machines: When Computers Exceed Human Intelligence is a non-fiction book by inventor and futurist Ray Kurzweil about artificial intelligence and the future course of humanity. First published in hardcover on January 1, 1999, by Viking, it has received attention from The New York Times, The New York Review of Books and The Atlantic.

The Age of Spiritual Machines — main illustration
The Age of Spiritual Machines — illustration

Key takeaways

  • The Age of Spiritual Machines belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect The Age of Spiritual Machines to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of The Age of Spiritual Machines from memory before moving on to harder problems.

Reference excerpt

The Age of Spiritual Machines: When Computers Exceed Human Intelligence is a non-fiction book by inventor and futurist Ray Kurzweil about artificial intelligence and the future course of humanity. First published in hardcover on January 1, 1999, by Viking, it has received attention from The New York Times, The New York Review of Books and The Atlantic. In the book Kurzweil outlines his vision for how technology will progress during the 21st century. Kurzweil believes evolution provides evidence that humans will one day create machines more intelligent than they are. He presents his law of accelerating returns to explain why "key events" happen more frequently as time marches on. It also explains why the computational capacity of computers is increasing exponentially. Kurzweil writes that this increase is one ingredient in the creation of artificial intelligence; the others are automatic knowledge acquisition and algorithms like recursion, neural networks, and genetic algorithms. Kurzweil predicts machines with human-level intelligence will be available from affordable computing devices within a couple of decades, revolutionizing most aspects of life. He says nanotechnology will augment our bodies and cure cancer even as humans connect to computers via direct neural interfaces or live full-time in virtual reality. Kurzweil predicts the machines "will appear to have their own free will" and even "spiritual experiences". He says humans will essentially live forever as humanity and its machinery become one and the same. He predicts that intelligence will expand outward from Earth until it grows powerful enough to influence the fate of the universe. Reviewers appreciated Kurzweil's track record with predictions, his ability to extrapolate technology trends, and his clear explanations. However, there was disagreement on whether computers will one day be conscious. Philosophers John Searle and Colin McGinn insist that computation alone cannot possibly create a conscious machine. Searle deploys a variant of his well-known Chinese room argument, this time tailored to computers playing chess, a topic Kurzweil covers. Searle writes that computers can only manipulate symbols which are meaningless to them, an assertion which if true subverts much of the vision of the book.

Background

Ray Kurzweil is an inventor and serial entrepreneur. When The Age of Spiritual Machines was published he had already started four companies: Kurzweil Computer Products, Inc. which created optical character recognition and image scanning technology to assist the blind, Kurzweil Music Systems, which developed music synthesizers with high quality emulation of real instruments, Kurzweil Applied Intelligence, which created speech recognition technology, and Kurzweil Educational Systems, which made print-to-speech reading technology. Critics say predictions from his previous book The Age of Intelligent Machines "have largely come true" and "anticipated with uncanny accuracy most of the key computer developments" of the 1990s. After this book was published he went on to expand upon its ideas in a follow-on book The Singularity is Near. Today Ray Kurzweil works at Google where he is attempting to "create a truly useful AI [artificial intelligence] that will make all of us smarter".

Content

Law of accelerating returns Kurzweil opens by explaining that the frequency of universe-wide events has been slowing down since the Big Bang while evolution has been reaching important milestones at an ever-increasing pace. This is not a paradox, he writes, entropy (disorder) is increasing overall, but local pockets of increasing order are flourishing. Kurzweil explains how biological evolution leads to technology which leads to computation which leads to Moore's law. Kurzweil unveils several laws of his own related to this progression, leading up to his law of accelerating returns which says time speeds up as order increases. He believes Moore's law will end "by the year 2020" but that the law of accelerating returns mandates progress will continue to accelerate, therefore some replacement technology will be discovered or perfected to carry on the exponential growth.

As in The Age of Intelligent Machines Kurzweil argues here that evolution has an intelligence quotient just slightly greater than zero. He says it is not higher than that because evolution operates so slowly, and intelligence is a function of time. Kurzweil explains that humans are far more intelligent than evolution, based on what we have created in the last few thousand years, and that in turn our creations will soon be more intelligent than us. The law of accelerating returns predicts this will happen within decades, Kurzweil reveals.

Philosophy of mind Kurzweil introduces several thought experiments related to brain implants and brain scanning; he concludes we are not a collection of atoms, instead we are a pattern which can manifest itself in different mediums at different times. He tackles the mystery of how self-awareness and consciousness can arise from mere matter, but without resolution. Based partly on his Unitarian religious education Kurzweil feels "all of these views are correct when viewed together, but insufficient when viewed one at a time" while at the same time admitting this is "contradictory and makes little sense". Kurzweil defines the spiritual experience as "a feeling of transcending one's everyday physical and mortal bounds to sense a deeper reality". He elaborates that "just being—experiencing, being conscious—is spiritual, and reflects the essence of spirituality". In the future, Kurzweil believes, computers will "claim to be conscious, and thus to be spiritual" and concludes "twenty-first-century machines" will go to church, meditate, and pray to connect with this spirituality.

Artificial intelligence

… excerpt ends here. Continue reading the full article.

Illustrations

The Age of Spiritual Machines: Ray Kurzweil in 2006
Ray Kurzweil in 2006
The Age of Spiritual Machines: Time periods between key events in human history shrink exponentially in a chart by Kurzweil depicting his law of accelerating returns.
Time periods between key events in human history shrink exponentially in a chart by Kurzweil depicting his law of accelerating returns.
The Age of Spiritual Machines: A simple artificial neural network
A simple artificial neural network
The Age of Spiritual Machines: Kurzweil shows that computer power is growing exponentially.
Kurzweil shows that computer power is growing exponentially.
The Age of Spiritual Machines: Molecular-sized gears are an example of nanotechnology.
Molecular-sized gears are an example of nanotechnology.

Worked examples

Example 1 — a first encounter with The Age of Spiritual Machines

Start with the simplest possible case. Write down what The Age of Spiritual Machines claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to The Age of Spiritual Machines before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about The Age of Spiritual Machines ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of The Age of Spiritual Machines

In research
The Age of Spiritual Machines appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses The Age of Spiritual Machines in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
The Age of Spiritual Machines is common in secondary-school and first-year university syllabi. It links to neighbouring topics 1999 non-fiction books, Books about cognition, Books by Ray Kurzweil, so understanding it makes those chapters shorter.
In everyday life
Look for The Age of Spiritual Machines outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
Ask Teacher Smith questions about this articleOpens your AI tutor with a question about “The Age of Spiritual Machines” →

Affiliate

Preply — study more efficiently by working with a personal tutor. 50% off.

How to study The Age of Spiritual Machines in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what The Age of Spiritual Machines means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain The Age of Spiritual Machines out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is The Age of Spiritual Machines in simple terms?

The Age of Spiritual Machines: When Computers Exceed Human Intelligence is a non-fiction book by inventor and futurist Ray Kurzweil about artificial intelligence and the future course of humanity. First published in hardcover on January 1, 1999, by Viking, it has received attention from The New Yor…

Why does The Age of Spiritual Machines matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study The Age of Spiritual Machines?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on The Age of Spiritual Machines.

Tags

  • 1999 non-fiction books
  • Books about cognition
  • Books by Ray Kurzweil
  • Futurology books
  • Non-fiction books about artificial intelligence
  • Transhumanist books
  • Viking Press books

Keep exploring