Book Reviews

Artificial Superintelligence: A Futuristic Approach

Posted by Peter on August 17, 2015
Posted in: Artificial Intelligence, Book Reviews. Tagged: .

Book review: Artificial Superintelligence: A Futuristic Approach, by Roman V. Yampolskiy.

This strange book has some entertainment value, and might even enlighten you a bit about the risks of AI. It presents many ideas, with occasional attempts to distinguish the important ones from the jokes.

I had hoped for an analysis that reflected a strong understanding of which software approaches were most likely to work. Yampolskiy knows something about computer science, but doesn’t strike me as someone with experience at writing useful code. His claim that “to increase their speed [AIs] will attempt to minimize the size of their source code” sounds like a misconception that wouldn’t occur to an experienced programmer. And his chapter “How to Prove You Invented Superintelligence So No One Else Can Steal It” seems like a cute game that someone might play with if he cared more about passing a theoretical computer science class than about, say, making money on the stock market, or making sure the superintelligence didn’t destroy the world.

I’m still puzzling over some of his novel suggestions for reducing AI risks. How would “convincing robots to worship humans as gods” differ from the proposed Friendly AI? Would such robots notice (and resolve in possibly undesirable ways) contradictions in their models of human nature?

Other suggestions are easy to reject, such as hoping AIs will need us for our psychokinetic abilities (abilities that Yampolskiy says are shown by peer-reviewed experiments associated with the Global Consciousness Project).

The style is also weird. Some chapters were previously published as separate papers, and weren’t adapted to fit together. It was annoying to occasionally see sentences that seemed identical to ones in a prior chapter.

The author even has strange ideas about what needs footnoting. E.g. when discussing the physical limits to intelligence, he cites (Einstein 1905).

Only read this if you’ve read other authors on this subject first.

Foragers, Farmers, and Fossil Fuels

Posted by Peter on August 6, 2015
Posted in: Book Reviews. Tagged: , , , .

Book review: Foragers, Farmers, and Fossil Fuels: How Human Values Evolve, by Ian Morris.

This book gives the impression that Morris had a halfway decent book in mind, but forgot to write down important parts of it.

He devotes large (possibly excessive) parts of the book to describing worldwide changes in what people value that correlate with the shifts to farming and then industry.

He convinces me that there’s some sort of connection between those values and how much energy per capita each society is able to use. He probably has a clue or two what that connection is, but the book failed to enlighten me about the connection.

He repeatedly claims that each age gets the thought that it needs. I find that about as reasonable as claiming that the widespread malnutrition associated with farming was what farming cultures needed. Indeed, his description of how farming caused gender inequality focuses on increased ability of men to inflict pain on women, and on increased incentives to do so. That sounds like a society made worse off, not getting what it needs.

He mentions (almost as an afterthought) some moderately interesting models of what caused specific changes in values as a result of the agricultural revolution.

He does an ok job of explaining the increased support for hierarchy in farming societies as an effect of the community size increasing past the Dunbar Number.

He attributes the reduced support for hierarchy in the industrial world to a need for interchangeable citizens. But he doesn’t document that increased need for interchangeability, and I’m skeptical that any such effect was strong. See The Institutional Revolution for a well thought out alternative model.

I had hoped to find some ideas about how to predict value changes that will result from the next big revolution. But I can’t figure out how to usefully apply his ideas to novel situations.

See also Robin Hanson’s review.

Sense of Structure

Posted by Peter on July 7, 2015
Posted in: Book Reviews. Tagged: .

Book review: The Sense of Structure: Writing from the Reader’s Perspective, by George D. Gopen.

The most important goal of this book is to teach writers how to analyze and influence which words in a sentence (or which sentences in a paragraph) readers will treat as most important.

Most of the advice is specific to writing. The confusion with which the book helps becomes much less important for spoken words that come with tone (to show emphasis) and pauses.

A secondary goal of the book is to explain how to organize sentences to minimize the reader’s need to hold information in working memory. For example, putting lots of words before the main subject and verb as this sentence does (unless you really want to slow the reader down, such as when telling someone they’re fired) is something he teaches us to avoid.

I found the explanations fairly clear and moderately surprising. Learning from them depends very heavily on repeated practice at rearranging words within sentences and evaluating how the changes affect readers’ reactions.

That practice feels like it requires lots of willpower. With decisions in some other contexts (e.g. what to eat or where to hike) I can comfortably hold several options in my short-term memory. But when I translate vague thoughts into words, I feel strongly anchored to whatever version I come up with first. And I often find it hard to decide what parts of a sentence I want to emphasize. But I’ve grown sufficiently dissatisfied with my writing style that I plan to pay enough attention while writing that I’ll learn to improve on my initial version.

Please give me feedback in a few months about whether my writing has become easier to read.

The Measure of Civilization

Posted by Peter on April 29, 2015
Posted in: Book Reviews. Tagged: , , , .

Book review: The Measure of Civilization: How Social Development Decides the Fate of Nations, by Ian Morris.

The ambitious attempt to quantify the sophistication of societies is a partial success.

His goal is to compare the development of the two leading centers of human progress over the past 16000 years (western Eurasia and eastern Asia).

I read this book before looking at summaries of his previous book. The Measure of Civilization was designed to provide support for the claims in the prior book, but was objective enough that I didn’t infer from it what the main message of the prior book was.

When I focus on the numbers in this book and ignore other ideas I’ve read, the most plausible hypothesis I see is that the east followed a more risk-averse strategy than the west. The west suffered at least one crash (200-700 CE) that was a good deal worse than anything the east is known to have experienced.

He tries to measure four different quantities and aggregate them into an index. But the simplest way to scale them leaves two (information use and military power) insignificant until about 1900, then rising at a rate which seems likely to make them the only factors that matter to the index fairly soon. He briefly looks at some better ways to aggregate them, but they still seem inadequate.

In sum, the basic idea behind measuring those four quantities seems sound. If he wasn’t any more arbitrary about it than I suspect, then the book has been somewhat helpful at clarifying the trends over time of the leading human cultures, and maybe added a tiny bit of insight into the differences between east and west.

Masters of the Word

Posted by Peter on April 14, 2015
Posted in: Book Reviews, Economics, Politics. Tagged: , , .

Book review: Masters of the Word: How Media Shaped History, by William J. Bernstein.

This is a history of the world which sometimes focuses on how technology changed communication, and how those changes affected society.

Instead of carefully documenting a few good ideas, he wanders over a wide variety of topics (including too many descriptions of battles and of individual people).

His claims seem mostly correct, but he often failed to convince me that he has good reason for believing them. E.g. when trying to explain why the Soviet economy was inefficient (haven’t enough books explained that already?) he says the “absence of a meaningful price signal proved especially damaging in the labor market”, but supports that by mentioning peculiarities which aren’t clear signs of damage, then describing some blatant waste that wasn’t clearly connected to labor market problems (and without numbers, doesn’t tell us the magnitude of the problems).

I would have preferred that he devote more effort to evaluating the importance of changes in communication to the downfall of the Soviet Union. He documents increased ability of Soviet citizens to get news from sources that their government didn’t control at roughly the time Soviet power weakened. But it’s not obvious how that drove political change. It seems to me that there was an important decrease in the ruthlessness of Soviet rulers that isn’t well explained by communication changes.

I liked his description of affordable printing presses depended on a number of technological advance, suggesting that printing could not easily have arisen at other times or places.

The claim I found most interesting was that the switch from reading aloud to reading silently and the related ability to write alone (as opposed to needed a speaker and a scribe) made it easier to spread seditious and sexual writings due to increased privacy.

Bernstein is optimistic that improved communication technology will have good political effects in the future. I partly agree, but I see more risks than he does (e.g. his like of the democratic features of the Arab Spring aren’t balanced by much concern over the risks of revolutionary violence).

The Charisma Myth

Posted by Peter on March 12, 2015
Posted in: Book Reviews, The Human Mind. Tagged: , , .

Book review: The Charisma Myth: How Anyone Can Master the Art and Science of Personal Magnetism, by Olivia Fox Cabane.

This book provides clear and well-organized instructions on how to become more charismatic.

It does not make the process sound easy. My experience with some of her suggestions (gratitude journalling and meditation) seems typical of her ideas – they took a good deal of attention, and probably caused gradual improvements in my life, but the effects were subtle enough to leave lots of uncertainty about how effective they were.

Many parts of the book talk as if more charisma is clearly better, but occasionally she talks about downsides such as being convincing even when you’re wrong. The chapter that distinguishes four types of charisma (focus, kindness, visionary, and authority) helped me clarify what I want and don’t want from charisma. Yet I still feel a good deal of conflict about how much charisma I want, due to doubts about whether I can separate the good from the bad. I’ve had some bad experiences in with feeling and sounding confident about investments in specific stocks has caused me to lose money by holding those stocks too long. I don’t think I can increase my visionary or authority charisma without repeating that kind of mistake unless I can somehow avoid talking about investments when I turn on those types of charisma.

I’ve been trying the exercises that are designed to boost self-compassion, but my doubts about the effort required for good charisma and about the desirability of being charismatic have limited the energy I’m willing to put into it.

A Universe from Nothing

Posted by Peter on January 5, 2015
Posted in: Book Reviews, Life, the Universe, and Everything.

Book review: A Universe from Nothing: Why There Is Something Rather than Nothing by Lawrence M. Krauss.

This book has a few worthwhile sections, such as a good explanation of how virtual particles imply that matter came to exist in a previously empty region of space. But the book has much less substance than Tegmark’s Our Mathematical Universe (in particular, Tegmark comes much closer to answering why there is something rather than nothing).

One puzzling claim he makes is that scientists of the far future (when the visible universe is 100 times the current size) are likely to falsely conclude there was no big bang. Whatever problems they might have with new experiments, why wouldn’t they use results of experiments done when the universe was younger?

Fragile by Design

Posted by Peter on December 20, 2014
Posted in: Book Reviews, Economics, U.S. Politics. Tagged: , , , .

Book review: Fragile by Design: The Political Origins of Banking Crises and Scarce Credit, by Charles W. Calomiris, and Stephen H. Haber.

This book start out with some fairly dull theory, then switches to specific histories of banking in several countries with moderately interesting claims about how differences in which interest groups acquired power influenced the stability of banks.

For much of U.S. history, banks were mostly constrained to a single location, due to farmers who feared banks with many branches would shift their lending elsewhere when local crop failures made local farms risky to loan to. Yet comparing to Canada, where seemingly small political differences led to banks with many branches, it seems clear that U.S. banks were more fragile because of those restrictions, and less competition in the U.S. left consumers with less desirable interest rates.

By the 1980s, improved communications eroded farmers’ ability to tie banks to one locale, so political opposition to multi-branch banks vanished, resulting in a big merger spree. The biggest problem with this merger spree was that the regulators who approved the mergers asked for more loans to risky low-income borrowers. As a result, banks (plus Fannie Mae and Freddie Mac) felt compelled to lower their standards for all borrowers (the book doesn’t explain what problems they would have faced if they had used different standards for loans the regulators pressured them to make).

These stories provide a clear and plausible explanation of why the U.S. has a pattern of banking crises that Canada and a few other well-run countries have almost entirely avoided over the past two centuries. But they suggest the U.S. banking crises should have been more unique among mature democracies than was actually the case.

The authors are overly dismissive of problems that don’t fit their narrative. Commenting on the failure of Citibank, Lehman, AIG, etc to sell more equity in early 2008, they say “Why go to the markets to raise new capital when you are confident that the government is going to bail you out?”. It seems likely bankers would have gotten better terms from the market as long as they didn’t wait until the worst part of the crisis. I’m pretty sure they gave little thought to bailouts, and relied instead on overly complacent expectations for housing prices.

The book has a number of asides that seem as important as their main points, such as claims that Britain’s greater ability to borrow money led to its military power, and its increased need for military manpower drove its expansion of the franchise.

Poor Economics

Posted by Peter on December 10, 2014
Posted in: Book Reviews, Economics, Health. Tagged: .

Book review: Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty by Abhijit V. Banerjee and Esther Duflo.

This book gives an interesting perspective on the obstacles to fixing poverty in the developing world. They criticize both Jeffrey Sach and William Easterly for overstating how easy/hard it is provide useful aid to the poor by attempting simple and sweeping generalizations, where Banerjee and Duflo want us to look carefully at evidence from mostly small-scale interventions which sometimes produce decent results.

They describe a few randomized controlled trials, but apparently there aren’t enough of those to occupy a full book, so they spend more time on less rigorous evidence of counter-intuitive ways that aid programs can fail.

They portray the poor as mostly rational and rarely making choices that are clearly stupid given the information that is readily available to them. But their cognitive abilities are sometimes suboptimal due to mediocre nutrition, disease, and/or stress from financial risks. Relieving any of those problems can sometimes enable them to become more productive workers.

The book advocates mild paternalism in the form of nudging weakly held beliefs about health-related questions where people can’t easily observe the results (e.g. vaccination, iodine supplementation), but probably not birth control (the poor generally choose how many children to have, although there are complex issues influencing those choices). They point out that the main reason people in developed countries make better health choices is due to better defaults, not more intelligence. I wish they’d gone a bit farther and speculated about how many of our current health practices will look pointlessly harmful to more advanced societies.

They give a lukewarm endorsement of microcredit, showing that it needs to be inflexible to avoid high default rates, and only provides small benefits overall. Most of the poor would be better off with a salaried job than borrowing money to run a shaky business.

The book fits in well with Givewell’s approach.

How China Became Capitalist

Posted by Peter on November 29, 2014
Posted in: Book Reviews, China, Economics. Tagged: .

Book review: How China Became Capitalist, by Ronald Coase and Ning Wang.

This is my favorite book about China so far, due to a combination of insights and readability.

They emphasize that growth happened rather differently from how China’s leaders planned, and that their encouragement of trial and error was more important than their ability to recognize good plans.

The most surprising features of China’s government after 1978 were a lack of powerful special interests and freedom from ideological rigidity. Mancur Olson’s book The Rise and Decline of Nations suggests how a revolution such as Mao’s might free a nation from special interest power for a good while.

I’m still somewhat puzzled by the rapid and nearly complete switch from a country blinded by ideology to a country pragmatically searching for a good economy. Coase and Wang attribute it to awareness of the harm Maoism caused, but I can easily imagine that such awareness could mainly cause a switch to a new ideology.

It ends with a cautiously optimistic outlook on China’s future, with some doubts about freedom of expression, and some hope that China will contribute to diversity of capitalist cultures.