Human Compatible Quotes

Both liberty and equality are among the primary goals pursued by human beings throughout many centuries; but total liberty for wolves is death to the lambs, total liberty of the powerful, the gifted, is not compatible with the rights to a decent existence of the weak and the less gifted.

Privately owned industry and production for individual profit are no longer compatible with social progress and have ceased to work out to humane and civilized ends.

Honor was a luxury item, like hair pomade and snuff. Its only purpose was to show the world that you could afford to be impractical, that you had enough money to behave in a way that was compatible with some ludicrous code instead of acting out of self-preservation like the rest of humanity.

Still, if history and science have taught us anything, it is that passion and desire are not the same as truth. The human mind evolved to believe in the gods. It did not evolve to believe in biology. Acceptance of the supernatural conveyed a great advantage throughout prehistory when the brain was evolving. Thus it is in sharp contrast to biology, which was developed as a product of the modern age and is not underwritten by genetic algorithms. The uncomfortable truth is that the two beliefs are not factually compatible. As a result those who hunger for both intellectual and religious truth will never acquire both in full measure.

God never uses one approach to the get his job done in the world. Each soul has its own way of being reached. He has put inside of each of us an unique song, that only another heart can hear clearly. To wish you were someone else robs another human being of the special blessings, talents and gifts God meant for you to share.

Compatibility doesn't determine the fate of a marriage, how you deal with the incompatibilities, does.

I don’t mean to imply that I value the life of a fish or a bird the same way I value a human life, but their presence in the world has as much validity as does our presence. Perhaps more: they were here first; they are foundational to us. They take only what they need. They are compatible with the life around them.

That so many manage to accommodate belief systems encompassing both the natural and the supernatural is a testament not to the compatibility of science and religion but to the flexibility, in both the physical and metaphysical senses, of the human brain.

I cannot take a subway without marveling at the lottery logic that brings together a random sampling of humanity for one minute or two, testing us for kindness and compatibility. Is that not what civility is?

Alas, the human race is not a single, rational entity. It is composed of nasty, envy-driven, irrational, inconsistent, unstable, computationally limited, complex, evolving, heterogeneous entities. Loads and loads of them. These issues are the staple diet—perhaps even raisons d'être—of the social sciences.

Much like books, she could tell how voiceless things had provided a brand of companionship more compatible to his nature than human friendship had ever been. These things, locked in their inanimate ways, fed him ideas, she thought. They whispered their tales to him through unmoving lips and he listened, opening himself to their world so much more than any normal passerby. That much was evident in the way he’d taken the photos, as if he’d caught each soulless thing in a candid moment of secret animation. Like they’d sensed him coming and so turned themselves his way because they knew that he held the power to translate their silence into words.

Those who reject Christianity will not be moved by Christ’s statement that poverty is blessed. But here a rather remarkable fact comes to my aid. Those who would most scornfully repudiate Christianity as a mere ‘opiate of the people’ have a contempt for the rich, that is, for all mankind except the poor. They regard the poor as the only people worth preserving from ‘liquidation’, and place in them the only hope for the human race. But this is not compatible with a belief that the effects of poverty on those who suffer it are wholly evil; it even implies that they are good. The Marxist thus finds himself in real agreement with the Christian in those two beliefs which Christianity paradoxically demands – that poverty is blessed and yet ought to be removed.

[Scientific humanism is] the only worldview compatible with science's growing knowledge of the real world and the laws of nature.

The Bible teaches that God is completely in control of what happens in history and yet he exercises that control in such a way that human beings are responsible for their freely chosen actions and the results of those actions. Human freedom and God’s direction of historical events are therefore completely compatible. To put it most practically and vividly—if a man robs a bank, that moral evil is fully his responsibility, though it also is part of God’s plan.

Which do you think is more valuable to humanity? a. Finding ways to tell humans that they have free will despite the incontrovertible fact that their actions are completely dictated by the laws of physics as instantiated in our bodies, brains and environments? That is, engaging in the honored philosophical practice of showing that our notion of "free will" can be compatible with determinism? or b. Telling people, based on our scientific knowledge of physics, neurology, and behavior, that our actions are predetermined rather than dictated by some ghost in our brains, and then sussing out the consequences of that conclusion and applying them to society? Of course my answer is b).

This ability of a single box to carry out any process that you can imagine is called universality, a concept first introduced by Alan Turing in 1936.31 Universality means that we do not need separate machines for arithmetic, machine translation, chess, speech understanding, or animation: one machine does it all.

Our sense of our own freedom results from our not paying attention to what it is actually like to be what we are. The moment we do pay attention, we begin to see that free will is nowhere to be found, and our subjectivity is perfectly compatible with this truth. Thoughts and actions simply arise in the mind. What else could they do? The truth about us is stranger than many suppose: The illusion of free will is itself an illusion.

History has shown, of course, that a tenfold increase in global GDP per capita is possible without AI—it’s just that it took 190 years (from 1820 to 2010) to achieve that increase.

The infrastructure of power is human neurosoft compatible ROM. Authority instantiates itself as linear instruction pathways, genetic baboonery, scriptures, traditions, rituals, and gerontocratic hierarchies, resonant with the dominator ur-myth that the nature of reality has already been decided. If you want to find ICE, try thinking about what is blocking you out of the past. It certainly isn’t a law of nature. Temporalization decompresses intensity, installing constraint.

1. Earth, birthplace of the human race, a species much like our own, capable of great compation, and great violence. For in our quest to protect the humans, a deeper revelation dawns, our worlds have met before. 2. Freedom is the right of all sentient beings. 3. I am Optimus Prime, leader of the autobots. 4. We hunt for what remains our decepticon foes hiding in different countries around the globe.

Human drivers in the United States suffer roughly one fatal accident per one hundred million miles traveled, which sets a high bar. Autonomous vehicles, to be accepted, will need to be much better than that: perhaps one fatal accident per billion miles, or twenty-five thousand years of driving forty hours per week.

Still another factor is compatibility with vested interests. This book, like probably every other typed document you have ever read, was typed with a QWERTY keyboard, named for the left-most six letters in its upper row. Unbelievable as it may now sound, that keyboard layout was designed in 1873 as a feat of anti-engineering. It employs a whole series of perverse tricks designed to force typists to type as slowly as possible, such as scattering the commonest letters over all keyboard rows and concentrating them on the left side (where right-handed people have to use their weaker hand). The reason behind all of those seemingly counterproductive features is that the typewriters of 1873 jammed if adjacent keys were struck in quick succession, so that manufacturers had to slow down typists. When improvements in typewriters eliminated the problem of jamming, trials in 1932 with an efficiently laid-out keyboard showed that it would let us double our typing speed and reduce our typing effort by 95 percent. But QWERTY keyboards were solidly entrenched by then. The vested interests of hundreds of millions of QWERTY typists, typing teachers, typewriter and computer salespeople, and manufacturers have crushed all moves toward keyboard efficiency for over 60 years.

The right to mental security does not appear to be enshrined in the Universal Declaration. Articles 18 and 19 establish the rights of “freedom of thought” and “freedom of opinion and expression.” One’s thoughts and opinions are, of course, partly formed by one’s information environment, which, in turn, is subject to Article 19’s “right to . . . impart information and ideas through any media and regardless of frontiers.” That is, anyone, anywhere in the world, has the right to impart false information to you. And therein lies the difficulty: democratic nations, particularly the United States, have for the most part been reluctant—or constitutionally unable—to prevent the imparting of false information on matters of public concern because of justifiable fears regarding government control of speech. Rather than pursuing the idea that there is no freedom of thought without access to true information, democracies seem to have placed a naïve trust in the idea that the truth will win out in the end, and this trust has left us unprotected.

Finally, methods of control can be direct if a government is able to implement rewards and punishments based on behavior. Such a system treats people as reinforcement learning algorithms, training them to optimize the objective set by the state. The temptation for a government, particularly one with a top-down, engineering mind-set, is to reason as follows: it would be better if everyone behaved well, had a patriotic attitude, and contributed to the progress of the country; technology enables measurement of individual behavior, attitudes, and contributions; therefore, everyone will be better off if we set up a technology-based system of monitoring and control based on rewards and punishments.

What we now need to discover in the social realm is the moral equivalent of war: something heroic that will speak to men as universally as war does, and yet will be as compatible with their spiritual selves as war has proved itself to be incompatible.

Bolshevik intellectuals did not confine their reading to Marxist works. They knew Russian and European literature and philosophy and kept up with current trends in art and thoughts. Aspects of Nietzsche’s thought were either surprisingly compatible with Marxism or treated issues that Marx and Engels had neglected. Nietzsche sensitized Bolsheviks committed to reason and science to the importance of the nonrational aspects of the human psyche and to the psychpolitical utility of symbol, myth, and cult. His visions of “great politics” (grosse Politik) colored their imaginations. Politik, like the Russian word politika, means both “politics” and “policy”; grosse has also been translated as “grand” or “large scale.” The Soviet obsession with creating a new culture stemmed primarily from Nietzsche, Wagner, and their Russian popularizers. Marx and Engels never developed a detailed theory of culture because they considered it part of the superstructure that would change to follow changes in the economic base.

the impossibility of defining true human purposes correctly and completely. This, in turn, means that what I have called the standard model—whereby humans attempt to imbue machines with their own purposes—is destined to fail. We might call this the King Midas problem: Midas, a legendary king in ancient Greek mythology, got exactly what he asked for—namely, that everything he touched should turn to gold. Too late, he discovered that this included his food, his drink, and his family members, and he died in misery and starvation.

My lifelong battle to control cabling began at this time. All the cables I have ever owned would stretch to the moon and back. Except they would not be able to because they would fail to connect up with each other. Anyone can write a story in which humans can teleport, travel in time and make themselves invisible A future in which there are cable compatibility standards, that would be real science fiction.

I found myself all at once on the brink of panic. This, I suddenly felt, was going too far. Too far, even though the going was into intenser beauty, deeper significance. The fear, as I analyze it in retrospect, was of being overwhelmed, of disintegrating under a pressure of reality greater than a mind, accustomed to living most of the time in a cosy world of symbols, could possibly bear. The literature of religious experience abounds in references to the pains and terrors overwhelming those who have come, too suddenly, face to face with some manifestation of the Mysterium tremendum. In theological language, this fear is due to the in-compatibility between man's egotism and the divine purity, between man's self-aggravated separateness and the infinity of God. Following Boehme and William Law, we may say that, by unregenerate souls, the divine Light at its full blaze can be apprehended only as a burning, purgatorial fire. An almost identical doctrine is to be found in The Tibetan Book of the Dead, where the departed soul is described as shrinking in agony from the Pure Light of the Void, and even from the lesser, tempered Lights, in order to rush headlong into the comforting darkness of selfhood as a reborn human being, or even as a beast, an unhappy ghost, a denizen of hell. Anything rather than the burning brightness of unmitigated Reality—anything!

While there remains such an idea as the right of each State to control its own local affairs,—an idea, by the way, more deeply rooted in the minds of men of all sections of the country than perhaps any one other political idea,—no general assertion of human rights can be of any practical value. To change the character of the government at this point is neither possible nor desirable. All that is necessary to be done is to make the government consistent with itself, and render the rights of the States compatible with the sacred rights of human nature.

1. Myth: Without God, life has no meaning. There are 1.2 billion Chinese who have no predominant religion, and 1 billion people in India who are predominantly Hindu. And 65% of Japan's 127 million people claim to be non-believers. It is laughable to suggest that none of these billions of people are leading meaningful lives. 2. Myth: Prayer works. Studies have now shown that inter-cessionary prayer has no effect whatsoever of the health or well-being of the subject. 3. Myth: Atheists are immoral. There are hundreds of millions of non-believers on the planet living normal, decent, moral lives. They love their children, care about others, obey laws, and try to keep from doing harm to others just like everyone else. In fact, in predominantly non-believing countries such as in northern Europe, measures of societal health such as life expectancy at birth, adult literacy, per capita income, education, homicide, suicide, gender equality, and political coercion are better than they are in believing societies. 4. Myth: Belief in God is compatible with science. In the past, every supernatural or paranormal explanation of phenomena that humans believed turned out to be mistaken; science has always found a physical explanation that revealed that the supernatural view was a myth. Modern organisms evolved from lower life forms, they weren't created 6,000 years ago in the finished state. Fever is not caused by demon possession. Bad weather is not the wrath of angry gods. Miracle claims have turned out to be mistakes, frauds, or deceptions. We have every reason to conclude that science will continue to undermine the superstitious worldview of religion. 5. Myth: We have immortal souls that survive death. We have mountains of evidence that makes it clear that our consciousness, our beliefs, our desires, our thoughts all depend upon the proper functioning of our brains our nervous systems to exist. So when the brain dies, all of these things that we identify with the soul also cease to exist. Despite the fact that billions of people have lived and died on this planet, we do not have a single credible case of someone's soul, or consciousness, or personality continuing to exist despite the demise of their bodies. 6. Myth: If there is no God, everything is permitted. Consider the billions of people in China, India, and Japan above. If this claim was true, none of them would be decent moral people. So Ghandi, the Buddha, and Confucius, to name only a few were not moral people on this view. 7. Myth: Believing in God is not a cause of evil. The examples of cases where it was someone's belief in God that was the justification for their evils on humankind are too numerous to mention. 8. Myth: God explains the origins of the universe. All of the questions that allegedly plague non-God attempts to explain our origins still apply to the faux explanation of God. The suggestion that God created everything does not make it any clearer to us where it all came from, how he created it, why he created it, where it is all going. In fact, it raises even more difficult mysteries: how did God, operating outside the confines of space, time, and natural law 'create' or 'build' a universe that has physical laws? We have no precedent and maybe no hope of answering or understanding such a possibility. What does it mean to say that some disembodied, spiritual being who knows everything and has all power, 'loves' us, or has thoughts, or goals, or plans? 9. Myth: There's no harm in believing in God. Religious views inform voting, how they raise their children, what they think is moral and immoral, what laws and legislation they pass, who they are friends and enemies with, what companies they invest in, where they donate to charities, who they approve and disapprove of, who they are willing to kill or tolerate, what crimes they are willing to commit, and which wars they are willing to fight.

Both liberty and equality are among the primary goals pursued by human beings through many centuries; but total liberty for wolves is death to the lambs, total liberty of the powerful, the gifted, is not compatible with the rights to a decent existence of the weak and the less gifted.

...nor do I want to suggest that the Amish are perfect people or that their way of life is perfect. What I want to recommend are some Amish principles: 1) They have preserved their families and communities. 2) They have maintained the practices of neighbourhood. 3) They have maintained the domestic arts of kitchen and garden, household and homestead. 4) They have limited their use of technology so as not to displace or alienate available human labour or available free source of power (the sun, wind, water, and so on). 5) They have their farms to a scale that is compatible both with the practice of neighborhood and with the optimum use of low-power technology. 6) By the practices and limits already mentioned, they have limited their costs. 7) They have educated their children to live at home and serve their communities. 8) They esteem farming as both a practical art and a spiritual discipline. These principles define a world to be lived by human beings, not a world to be exploited by managers, stockholders, and experts.

He has analyzed what happens to a person’s focus if they engage in deliberately slow practices, like yoga, or tai chi, or meditation, as discovered in a broad range of scientific studies, and he has shown they improve your ability to pay attention by a significant amount. I asked him why. He said that “we have to shrink the world to fit our cognitive bandwidth.” If you go too fast, you overload your abilities, and they degrade. But when you practice moving at a speed that is compatible with human nature—and you build that into your daily life—you begin to train your attention and focus. “That’s why those disciplines make you smarter. It’s not about humming or wearing orange robes.” Slowness, he explained, nurtures attention, and speed shatters it.

I have found that the more I reflect philosophically on the attributes of God the more overwhelmed I become at his greatness and the more excited I become about Bible doctrine. Whereas easy appeals to mystery prematurely shut off reflection about God, rigorous and earnest effort to understand him is richly rewarded with deeper appreciation of who he is, more confidence in his reality and care, and a more intelligent and profound worship of his person.

In truth, the crossing from nature to culture and vice versa has always stood wide open. It leads across an easily accessible bridge: the practising life. People have committed themselves to its construction since they came into existence - or rather, people only came into existence by applying themselves to the building of said bridge. The human being is the pontifical creature that, from its earliest evolutionary stages, has created tradition-compatible connections between the bridgeheads in the bodily realm and those in cultural programes. From the start, nature and culture are linked by a broad middle ground of embodied practices - containing languages, rituals and technical skills, in so far as these factors constitute the universal forms of automatized artificialities. This intermediate zone forms a morphologically rich, variable and stable region that can, for the time being, be referred to sufficiently clearly with such conventional categories as education, etiquette, custom, habit formation, training and exercise - without needing to wait for the purveyors of the 'human sciences', who, with all their bluster about culture, create the confusion for whose resolution they subsequently offer their services.

Intelligent machines with this capability would be able to look further into the future than humans can. They would also be able to take into account far more information. These two capabilities combined lead inevitably to better real-world decisions. In any kind of conflict situation between humans and machines, we would quickly find, like Garry Kasparov and Lee Sedol, that our every move has been anticipated and blocked. We would lose the game before it even started.

it suffices to say that the artificial establishment of equality is as little compatible with liberty as the enforcement of unjust laws of discrimination. (It is obviously just to discriminate—within limits—between the innocent and the criminal, the adult and the infant, the combatant and the civilian, and so on.) Whereas greed, pride and arrogance are at the base of unjust discrimination, the driving motor of the egalitarian and identitarian trends is envy, jealousy2 and fear. “Nature” (i.e., the absence of human intervention) is anything but egalitarian; if we want to establish a complete plain we have to blast the mountains away and fill the valleys; equality thus presupposes the continuous intervention of force which, as a principle, is opposed to freedom. Liberty and equality are in essence contradictory.

Thus, the direct effects of technology work both ways: at first, by increasing productivity, technology can increase employment by reducing the price of an activity and thereby increasing demand; subsequently, further increases in technology mean that fewer and fewer humans are required. Figure 8 illustrates these developments.

As a part of the holy trinity, Jesus was regarded as divine, and in predominant Christian belief this divinity was not compatible with human copulation. So Mary was a virgin, with the baby Jesus implanted by divine intervention. This was of course a marked departure from other religions in the classical world that had not ventured such a complex statement about divine presence among mortals, and that had often been quite comfortable with the idea of sexual exploits among the gods and as sources of other gods.

Individual liberty is not an asset of civilization. It was greatest before there was any civilization, though admittedly even then it was largely worthless, because the individual was hardly in a position to defend it. With the development of civilization it underwent restrictions, and justice requires that no one shall be spared these restrictions. Whatever makes itself felt in a human community as an urge for freedom may amount to a revolt against an existing injustice, thus favouring a further advance of civilization and remaining compatible with it. But it may spring from what remains of the original personality, still untamed by civilization, and so become a basis for hostility to civilization. The urge for freedom is thus directed against particular forms and claims of civilization, or against civilization as a whole. It does not seem as though any influence can induce human beings to change their nature and become like termites; they will probably always defend their claim to individual freedom against the will of the mass.

Defective is an adjective that has long been deemed too freighted for liberal discourse, but the medical terms that have supplanted it—illness, syndrome, condition—can be almost equally pejorative in their discreet way. We often use illness to disparage a way of being, and identity to validate that same way of being. This is a false dichotomy. In physics, the Copenhagen interpretation defines energy/matter as behaving sometimes like a wave and sometimes like a particle, which suggests that it is both, and posits that it is our human limitation to be unable to see both at the same time. The Nobel Prize–winning physicist Paul Dirac identified how light appears to be a particle if we ask a particle-like question, and a wave if we ask a wavelike question. A similar duality obtains in this matter of self. Many conditions are both illness and identity, but we can see one only when we obscure the other. Identity politics refutes the idea of illness, while medicine shortchanges identity. Both are diminished by this narrowness. Physicists gain certain insights from understanding energy as a wave, and other insights from understanding it as a particle, and use quantum mechanics to reconcile the information they have gleaned. Similarly, we have to examine illness and identity, understand that observation will usually happen in one domain or the other, and come up with a syncretic mechanics. We need a vocabulary in which the two concepts are not opposites, but compatible aspects of a condition. The problem is to change how we assess the value of individuals and of lives, to reach for a more ecumenical take on healthy. Ludwig Wittgenstein said, ―All I know is what I have words for.‖ The absence of words is the absence of intimacy; these experiences are starved for language.

in support of the idea that moral progress is compatible with a biological approach to the human mind and an acknowledgment of the dark side of human nature. 3

the gorilla problem—specifically, the problem of whether humans can maintain their supremacy and autonomy in a world that includes machines with substantially greater intelligence.

maximizing expected utility may not require calculating any expectations or any utilities. It’s a purely external description of a rational entity.

The desire for relative advantage over others, rather than an absolute quality of life, is a positional good;

The potential benefits of fully autonomous vehicles are immense. Every year, 1.2 million people die in car accidents worldwide and tens of millions suffer serious injuries.

A reasonable target for autonomous vehicles would be to reduce these numbers by a factor of ten.

I'm not in my first youth—I can do what I choose—I belong quite to the independent class. I've neither father nor mother; I'm poor and of a serious disposition; I'm not pretty. I therefore am not bound to be timid and conventional; indeed I can't afford such luxuries. Besides, I try to judge things for myself; to judge wrong, I think, is more honourable than not to judge at all. I don't wish to be a mere sheep in the flock; I wish to choose my fate and know something of human affairs beyond what other people think it compatible with propriety to tell me.

To get just an inkling of the fire we're playing with, consider how content-selection algorithms function on social media. They aren't particularly intelligent, but they are in a position to affect the entire world because they directly influence billions of people. Typically, such algorithms are designed to maximize click-through, that is, the probability that the user clicks on presented items. The solution is simply to present items that the user likes to click on, right? Wrong. The solution is to change the user's preferences so that they become more predictable. A more predictable user can be fed items that they are likely to click on, thereby generating more revenue. People with more extreme political views tend to be more predictable in which items they will click on. (Possibly there is a category of articles that die-hard centrists are likely to click on, but it’s not easy to imagine what this category consists of.) Like any rational entity, the algorithm learns how to modify its environment —in this case, the user’s mind—in order to maximize its own reward.

Even if the technology is successful, the transition to widespread autonomy will be an awkward one: human driving skills may atrophy or disappear, and the reckless and antisocial act of driving a car oneself may be banned altogether.

But inherited wealth reaches its utmost value when it falls to the individual endowed with mental powers of a high order, who is resolved to pursue a line of life not compatible with the making of money; for he is then doubly endowed by fate and can live for his genius; and he will pay his debt to mankind a hundred times, by achieving what no other could achieve, by producing some work which contributes to the general good, and redounds to the honor of humanity at large.

With AI tutors, the potential of each child, no matter how poor, can be realized. The cost per child would be negligible, and that child would live a far richer and more productive life. The pursuit of artistic and intellectual endeavors,

The common worldview, shared by most humans, is that there is one objective reality, and we humans can understand that reality through a rigorous application of facts and reason. This view of the world imagines that some people have already achieved a fact-based type of enlightenment that is compatible with science and logic, and they are trying to help the rest of us see the world the “right” way. As far as I can tell, most people share that interpretation of the world. The only wrinkle with that worldview is that we all think we are the enlightened ones. And we assume the people who disagree with us just need better facts, and perhaps better brains, in order to agree with us. That filter on life makes most of us happy—

Instead of a goal, then, we could use a utility function to describe the desirability of different outcomes or sequences of states. Often, the utility of a sequence of states is expressed as a sum of rewards for each of the states in the sequence.

There’s only a limited amount that AI researchers can do to influence the evolution of global policy on AI. We can point to possible applications that would provide economic and social benefits; we can warn about possible misuses such as surveillance and weapons; and we can provide roadmaps for the likely path of future developments and their impacts. Perhaps the most important thing we can do is to design AI systems that are, to the extent possible, provably safe and beneficial for humans.

But what if you can’t find a colleague with a compatible schedule? When Taylor went away to speak at a conference for a week, I needed to re-create the experience of making an effort pact with another person. Thankfully, I found Focusmate. With a vision to help people around the world stay focused, they facilitate effort pacts via a one-to-one video conferencing service. While Taylor was away, I signed up at Focusmate.com and was paired with a Czech medical school student named Martin. Because I knew he would be waiting for me to co-work at our scheduled time, I didn’t want to let him down. While Martin was hard at work memorizing human anatomy, I stayed focused on my writing. To discourage people from skipping their meeting times, participants are encouraged to leave a review of their focus mate.5 Effort pacts make us less likely to abandon the task at hand. Whether we make them with friends and colleagues, or via tools like Forest, SelfControl, Focusmate, or kSafe, effort pacts are a simple yet highly effective way to keep us from getting distracted.

Religions have provided comfort, community, and moral guidance to countless people, and some biologists argue that a sophisticated deism, toward which many religions are evolving, can be made compatible with an evolutionary understanding of the mind and human nature.

find it helpful to summarize the approach in the form of three3 principles. When reading these principles, keep in mind that they are intended primarily as a guide to AI researchers and developers in thinking about how to create beneficial AI systems; they are not intended as explicit laws for AI systems to follow:4 The machine’s only objective is to maximize the realization of human preferences. The machine is initially uncertain about what those preferences are. The ultimate source of information about human preferences is human behavior. Before

The theory of conceptual semantics, which proposes that word senses are mentally represented as expressions in a richer and more abstract language of thought, stands at the center of this circle, compatible with all of the complications. Word meanings can vary across languages because children assemble and fine-tune them from more elementary concepts. They can be precise because the concepts zero in on some aspects of reality and slough off the rest. And they can support our reasoning because they represent lawful aspects of reality-space, time, causality, objects, intentions, and logic-rather than the system of noises that developed in a community to allow them to communicate. Conceptual semantics fits, too, with our commonsense notion that words are not the same as thoughts, and indeed, that much of human wisdom consists of not mistaking one for the other.

As I have already argued, research on tool AI—those specific, innocuous applications such as game playing, medical diagnosis, and travel planning—often leads to progress on general-purpose techniques that are applicable to a wide range of other problems and move us closer to human-level AI.

Besides, I try to judge things for myself; to judge wrong, I think, is more honourable than not to judge at all. I don't wish to be a mere sheep in the flock; I wish to choose my fate and know something of human affairs beyond what other people think it compatible with propriety to tell me.

Because it was not founded upon an eternity-philosophy, a doctrine of divinity dwelling in all living creatures, the modern movement in favour of kindness to animals was and is perfectly compatible with intolerance, persecution and systematic cruelty towards human beings. Young Nazis are taught to be gentle with dogs and cats, ruthless with Jews. That is because Nazism is a typical time-philosophy, which regards the ultimate good as existing, not in eternity, but in the future. Jews are, ex hypothesi, obstacles in the way of the realization of the supreme good; dogs and cats are not. The rest follows logically.

This world is simply ablaze with bad ideas. There are still places where people are put to death for imaginary crimes - like blasphemy - and where the totality of a child's education consists of his learning to recite from an ancient book of religious fiction. There are countries where women are denied almost every human liberty, except the liberty to breed. And yet, these same societies are quickly acquiring terrifying arsenals of advanced weaponry. If we cannot inspire the developing world, and the Muslim world in particular, to pursue ends that are compatible with a global civilization, then a dark future awaits all of us.

One particular scene from Small World struck me: The protagonist, an aspiring literary theorist, attends a major international conference and asks a panel of leading figures, “What follows if everyone agrees with you?” The question causes consternation, because the panelists had been more concerned with intellectual combat than ascertaining truth or attaining understanding. It occurred to me then that an analogous question could be asked of the leading figures in AI: “What if you succeed?” The field’s goal had always been to create human-level or superhuman AI, but there was little or no consideration of what would happen if we did.

What Dad taught me above all else, and did so utterly unconsciously, was why people like him became Tories. He had been poor. He was working class. He aspired to be middle class. He worked hard, made it on his merits, and wanted his children to do even better than him. He thought – as did many others of his generation – that the logical outcome of this striving, born of this attitude, was to be a Tory. Indeed, it was part of the package. You made it; you were a Tory: two sides of the same coin. It became my political ambition to break that connection, and replace it with a different currency. You are compassionate; you care about those less fortunate than yourself; you believe in society as well as the individual. You can be Labour. You can be successful and care; ambitious and compassionate; a meritocrat and a progressive. These are entirely compatible ways of making sure progress happens; and they answer the realistic, not utopian, claims of human nature.

On a small island off the coast of Panama lives the pygmy three-toed sloth, which appears to be addicted to a Valium-like substance in its diet of red mangrove leaves and may be going extinct.6 Thus, it seems that an entire species can disappear if it finds an ecological niche where it can satisfy its reward system in a maladaptive way.

If a machine can think, it might think more intelligently than we do, and then where should we be? Even if we could keep the machines in a subservient position, for instance by turning off the power at strategic moments, we should, as a species, feel greatly humbled. . . . This new danger . . . is certainly something which can give us anxiety.

Bernoulli posited that bets are evaluated not according to expected monetary value but according to expected utility. Utility—the property of being useful or beneficial to a person—was, he suggested, an internal, subjective quantity related to, but distinct from, monetary value. In particular, utility exhibits diminishing returns with respect to money.

I found considerably more studies about women’s scent preferences than men’s. I don’t know if that’s because male scientists are particularly curious about What Women Want. Among studies on men, there’s the now-famous bit about men tipping strippers more if they’re ovulating—they do, the effects are reproducible, and they go away if the woman is on birth control—but that may or may not be scent related. (It’s hard to say what you’re smelling, exactly, in a strip club.) Men also prefer the smelly T-shirts of ovulating women, don’t like the pit smells of menstruating women and women who are less immuno-compatible as much, and almost universally dislike the smell of a woman’s tears, regardless of her reproductive status.

At the rise of every technology innovation, people have been scared. From the weavers throwing their shoes in the mechanical looms at the beginning of the industrial era to today’s fear of killer robots, our response has been driven by not knowing what impact the new technology will have on our sense of self and our livelihoods. And when we don’t know, our fearful minds fill in the details.

The pie of pride is also finite: only 1 percent of people can be in the top 1 percent on any given metric. If human happiness requires being in the top 1 percent, then 99 percent of humans are going to be unhappy, even when the bottom 1 percent has an objectively splendid lifestyle.60 It will be important, then, for our cultures to gradually down-weight pride and envy as central elements of perceived self-worth.

provided the adaptive organisms can survive while learning, it seems that the capability for learning constitutes an evolutionary shortcut. Computational simulations suggest that the Baldwin effect is real.9 The effects of culture only accelerate the process, because an organized civilization protects the individual organism while it is learning and passes on information that the individual would otherwise need to learn for itself.

Alan Turing warned against making robots resemble humans:34 I certainly hope and believe that no great efforts will be put into making machines with the most distinctively human, but non-intellectual, characteristics such as the shape of the human body; it appears to me quite futile to make such attempts and their results would have something like the unpleasant quality of artificial flowers. Unfortunately, Turing’s warning has gone unheeded.

Orthodox Christology, after all, insists not merely that there is no conflict or rivalry between Christ’s divinity and his humanity, nor merely that they are capable of harmonious accord with one another. Rather, it asserts that humanity is so naturally compatible with divinity that the Son can be both fully divine and fully human at once without separation or confusion, in one agent whose actions are all therefore at once fully human and fully divine.

On May 3, 1997, a chess match began between Deep Blue, a chess computer built by IBM, and Garry Kasparov, the world chess champion and possibly the best human player in history. Newsweek billed the match as “The Brain’s Last Stand.” On May 11, with the match tied at 2½–2½, Deep Blue defeated Kasparov in the final game. The media went berserk. The market capitalization of IBM increased by $18 billion overnight. AI had, by all accounts, achieved a massive breakthrough.

That’s how things used to be done in personal travel too: if you wanted to travel from Europe to Australia and back in the seventeenth century, it would have involved a huge project costing vast sums of money, requiring years of planning, and carrying a high risk of death. Now we are used to the idea of transportation as a service (TaaS): if you need to be in Melbourne early next week, it just requires a few taps on your phone and a relatively minuscule amount of money.

Examples of unintelligent design in nature are so numerous that an entire book could be written simply listing them. I will permit myself just one more example. The human respiratory and digestive tracts share a little plumbing at the pharynx. In the United States alone, this intelligent design feature lands tens of thousands of children in the emergency room each year. Some hundreds choke to death. Many others suffer irreparable brain injury. What compassionate purpose does this serve? Of course, we can imagine a compassionate purpose: perhaps the parents of these children needed to be taught a lesson; perhaps God has prepared a special reward in heaven for every child who chokes to death on a bottle cap. The problem, however, is that such imaginings are compatible with any state of the world. What horrendous mishap could not be rationalized in this way? And why would you be inclined to think like this? How is it moral to think like this?

there are now methods that produce unbiased results according to several plausible and desirable definitions of fairness.39 The mathematical analysis of these definitions of fairness shows that they cannot be achieved simultaneously and that, when enforced, they result in lower prediction accuracy and, in the case of lending decisions, lower profit for the lender. This is perhaps disappointing, but at least it makes clear the trade-offs involved in avoiding algorithmic bias.

The implications of introducing a second intelligent species onto Earth are far-reaching enough to deserve hard thinking.”1 So ended The Economist magazine’s review of Nick Bostrom’s Superintelligence. Most would interpret this as a classic example of British understatement. Surely, you might think, the great minds of today are already doing this hard thinking—engaging in serious debate, weighing up the risks and benefits, seeking solutions, ferreting out loopholes in solutions, and so on. Not yet, as far as I am aware.

The only reason anyone is "moderate" in matters of faith these days is that he has assimilated some of the fruits of the last two thousand years of human thought (democratic politics, scientific advancement on every front, concern for human rights, an end to cultural and geographic isolation, etc.). The doors leading out of scriptural literalism do not open from the inside (italicized). The moderation we see among nonfundamentalists is not some sign that faith itself has evolved; it is, rather, the product of the many hammer blows of modernity that have exposed certain tenets of faith to doubt. Not the least among these developments has been the emergence of our tendency to value evidence and to be convinced by a proposition to the degree that there is evidence for it.... Such concessions to modernity do not in the least suggest that faith is compatible with reason, or that our religious traditions are in principle open to new learning: it is just that the utility of ignoring (or "reinterpreting") certain articles of faith is now overwhelming.

By around 2008, the number of objects connected to the Internet exceeded the number of people connected to the Internet—a transition that some point to as the beginning of the Internet of Things (IoT). Those things include cars, home appliances, traffic lights, vending machines, thermostats, quadcopters, cameras, environmental sensors, robots, and all kinds of material goods both in the manufacturing process and in the distribution and retail system. This provides AI systems with far greater sensory and control access to the real world.

Part of what makes real-time scheduling so complex and interesting is that it is fundamentally a negotiation between two principles that aren’t fully compatible. These two principles are called responsiveness and throughput: how quickly you can respond to things, and how much you can get done overall. Anyone who’s ever worked in an office environment can readily appreciate the tension between these two metrics. It’s part of the reason there are people whose job it is to answer the phone: they are responsive so that others may have throughput.

One way to protect the functioning of reputation systems is to inject sources that are as close as possible to ground truth. A single fact that is certainly true can invalidate any number of sources that are only somewhat trustworthy, if those sources disseminate information contrary to the known fact. In many countries, notaries function as sources of ground truth to maintain the integrity of legal and real-estate information; they are usually disinterested third parties in any transaction and are licensed by governments or professional societies.

My earlier argument that postmodernism is a deteriorated version of the Enlightenment is entirely compatible with the present assertion that postmodernism explicitly rejects the Enlightenment because of theoretical extremism. Postmodernism is the Enlightenment gone mad. In human affairs, madness takes the role of contradiction in logic; anything follows. One consequence of the madness of theoretical extremism is that an ostensible repudiation of Platonism is itself a version of Platonism, that is, of Platonism as it is, not as it is imagined to be.

The central values by which most men have lived, in a great many lands at a great many times—these values, almost if not entirely universal, are not always harmonious with each other. Some are, some are not. Men have always craved for liberty, security, equality, happiness, justice, knowledge, and so on. But complete liberty is not compatible with complete equality—if men were wholly free, the wolves would be free to eat the sheep. Perfect equality means that human liberties must be restrained so that the ablest and the most gifted are not permitted to advance beyond those who would inevitably lose if there were competition. Security, and indeed freedoms, cannot be preserved if freedom to subvert them is permitted. Indeed, not everyone seeks security or peace, otherwise some would not have sought glory in battle or in dangerous sports. Justice has always been a human ideal, but it is not fully compatible with mercy. Creative imagination and spontaneity, splendid in themselves, cannot be fully reconciled with the need for planning, organization, careful and responsible calculation. Knowledge, the pursuit of truth—the noblest of aims—cannot be fully reconciled with the happiness or the freedom that men desire, for even if I know that I have some incurable disease this will not make me happier or freer. I must always choose: between peace and excitement, or knowledge and blissful ignorance. And so on... If these ultimate human values by which we live are to be pursued, then compromises, trade-offs, arrangements have to be made if the worst is not to happen. So much liberty for so much equality, so much individual self-expression for so much security, so much justice for so much compassion.

The difficulties connected with my criterion of demarcation (D) are important, but must not be exaggerated. It is vague, since it is a methodological rule, and since the demarcation between science and nonscience is vague. But it is more than sharp enough to make a distinction between many physical theories on the one hand, and metaphysical theories, such as psychoanalysis, or Marxism (in its present form), on the other. This is, of course, one of my main theses; and nobody who has not understood it can be said to have understood my theory. The situation with Marxism is, incidentally, very different from that with psychoanalysis. Marxism was once a scientific theory: it predicted that capitalism would lead to increasing misery and, through a more or less mild revolution, to socialism; it predicted that this would happen first in the technically highest developed countries; and it predicted that the technical evolution of the 'means of production' would lead to social, political, and ideological developments, rather than the other way round. But the (so-called) socialist revolution came first in one of the technically backward countries. And instead of the means of production producing a new ideology, it was Lenin's and Stalin's ideology that Russia must push forward with its industrialization ('Socialism is dictatorship of the proletariat plus electrification') which promoted the new development of the means of production. Thus one might say that Marxism was once a science, but one which was refuted by some of the facts which happened to clash with its predictions (I have here mentioned just a few of these facts). However, Marxism is no longer a science; for it broke the methodological rule that we must accept falsification, and it immunized itself against the most blatant refutations of its predictions. Ever since then, it can be described only as nonscience—as a metaphysical dream, if you like, married to a cruel reality. Psychoanalysis is a very different case. It is an interesting psychological metaphysics (and no doubt there is some truth in it, as there is so often in metaphysical ideas), but it never was a science. There may be lots of people who are Freudian or Adlerian cases: Freud himself was clearly a Freudian case, and Adler an Adlerian case. But what prevents their theories from being scientific in the sense here described is, very simply, that they do not exclude any physically possible human behaviour. Whatever anybody may do is, in principle, explicable in Freudian or Adlerian terms. (Adler's break with Freud was more Adlerian than Freudian, but Freud never looked on it as a refutation of his theory.) The point is very clear. Neither Freud nor Adler excludes any particular person's acting in any particular way, whatever the outward circumstances. Whether a man sacrificed his life to rescue a drowning, child (a case of sublimation) or whether he murdered the child by drowning him (a case of repression) could not possibly be predicted or excluded by Freud's theory; the theory was compatible with everything that could happen—even without any special immunization treatment. Thus while Marxism became non-scientific by its adoption of an immunizing strategy, psychoanalysis was immune to start with, and remained so. In contrast, most physical theories are pretty free of immunizing tactics and highly falsifiable to start with. As a rule, they exclude an infinity of conceivable possibilities.

How many humans over thousands of years have stood thus with their horses, seeing in them the lines of universal perfection, the majesty of grace and power, feeling stronger and more beautiful themselves for their contact with the magical power of such a steed? Such is the lure of the horse. In a world in which grace is neither synonymous nor usually compatible with power, the horse has remained an ancient symbol of strength and elegance, an icon of a majestic essence that exists far outside mere human beings. Because of the space that lies between us — only the cruelest amongst us ever truly conquers a horse — there is magic. “ — Margot Page

As a leadership coach, one of the questions I always ask myself is, “Does this leader lead in a way that is compatible with humans?” or some version of that. People are designed to function with energy and use their gifts and talents to work toward fruitful outcomes. They do that from the moment they wake up in the morning until they lie down at night. From making the coffee to making computers, people have what it takes to get it done, if the right ingredients are present and the wrong ones are not. The leader’s job is to lead in ways such that people can do what they are best at doing: using their gifts and their brains to get great results.

A second reason for declining to provide a date for superintelligent AI is that there is no clear threshold that will be crossed. Machines already exceed human capabilities in some areas. Those areas will broaden and deepen, and it is likely that there will be superhuman general knowledge systems, superhuman biomedical research systems, superhuman dexterous and agile robots, superhuman corporate planning systems, and so on well before we have a completely general superintelligent AI system. These “partially superintelligent” systems will, individually and collectively, begin to pose many of the same issues that a generally intelligent system would.

One may be an excellent pianist, mathematician, gardener, or scientist and still be cranky and jealous, but in the West one can be considered a great moralist and yet not live by one’s moral principles. We must simply recall here the Buddhist requirement that a person and his or her teachings be compatible. Ethics is not like any ordinary science. It must arise from the deepest understanding of human qualities, and such understanding comes only when one undertakes the journey of discovery personally. An ethic that is built exclusively on intellectual ideas and that is not buttressed at every point by virtue, genuine wisdom, and compassion has no solid foundation.

We have long known that in closed societies, the the arrival of democracy, with its clashing voices and differing opinions, can be "complex and frightening," as [Karen] Stenner puts it, for people unaccustomed to public dissent. The noise of argument, the constant hum of disagreement--these can irritate people who prefer to live in a society tied together by a single narrative. The strong preference for unity, at least among a portion of the population, helps explain why numerous liberal or democratic revolutions, from 1789 onward, ended in dictatorships that enjoyed wide support. Isaiah Berlin once wrote of the human need to believe that "somewhere, in the past or in the future, in divine revelation or in the mind of an individual thinker, in the pronouncements of history or science... there is a final solution." Berlin observed that not all of the things that human beings think are good or desirable are compatible. Efficiency, liberty, justice, equality, the demands of the individual, and the demands of the group--all these things push us in different directions. And this, Berlin wrote, is unacceptable to many people: "to admit that the fulfilment of some of our ideals may in principle make the fulfilment of others impossible is to say that the notion of total human fulfilment is a formal contradiction, a metaphysical chimera." Nevertheless, unity is a chimera that some will always pursue.

the AI100 report says there is “no cause for concern that AI is an imminent threat to humankind.” This argument fails on two counts. The first is that it attacks a straw man. The reasons for concern are not predicated on imminence. For example, Nick Bostrom writes in Superintelligence, “It is no part of the argument in this book that we are on the threshold of a big breakthrough in artificial intelligence, or that we can predict with any precision when such a development might occur.” The second is that a long-term risk can still be cause for immediate concern. The right time to worry about a potentially serious problem for humanity depends not just on when the problem will occur but also on how long it will take to prepare and implement a solution.

The human brain runs first-class simulation software. Our eyes don’t present to our brains a faithful photograph of what is out there, or an accurate movie of what is going on through time. Our brains construct a continuously updated model: updated by coded pulses chattering along the optic nerve, but constructed nevertheless. Optical illusions are vivid reminders of this.47 A major class of illusions, of which the Necker Cube is an example, arise because the sense data that the brain receives are compatible with two alternative models of reality. The brain, having no basis for choosing between them, alternates, and we experience a series of flips from one internal model to the other. The picture we are looking at appears, almost literally, to flip over and become something else.

Most of us may intuitively agree about right and wrong, but we also, and far more significantly, differ enormously in the ways in which we rank the virtues and the vices. ... To put cruelty first is to disregard the idea of sin as it is understood by revealed religion. Sins are transgressions of a divine rule and offenses against God; pride - the rejection of God - must always be the worst one, which gives rise to all the others. However, cruelty - the willful inflicting of physical pain on a weaker being in order to cause anguish and fear - is a wrong done entirely to another creature. When it is marked as the supreme evil it is judged so in and of itself, and not because it signifies a denial of God or any other higher norm. It is a judgment made from within the world in which cruelty occurs as part of our normal private life and our daily public practices. By putting it unconditionally first, with nothing above us to excuse or to forgive acts of cruelty, one closes off any appeal to any order other than that of actuality. To hate cruelty with utmost intensity is perfectly compatible with Biblical religiosity, but to put it first does place one irrevocably outside the sphere of revealed religion. For it is a purely human verdict upon human conduct, and so puts religion at a certain distance. The decision to put cruelty first is not, however, prompted merely by religious skepticism. It emerges, rather, from the recognition that the habits of the faithful do not differ from those of the faithless in their brutalities, and that Machiavelli had triumphed before he had ever written a line. To put cruelty first therefore is to be at odds not only with religion but with normal politics as well.

The relevant time scale for superhuman AI is less predictable, but of course that means it, like nuclear fission, might arrive considerably sooner than expected. One formulation of the “it’s too soon to worry” argument that has gained currency is Andrew Ng’s assertion that “it’s like worrying about overpopulation on Mars.”11 (He later upgraded this from Mars to Alpha Centauri.) Ng, a former Stanford professor, is a leading expert on machine learning, and his views carry some weight. The assertion appeals to a convenient analogy: not only is the risk easily managed and far in the future but also it’s extremely unlikely we’d even try to move billions of humans to Mars in the first place. The analogy is a false one, however. We are already devoting huge scientific and technical resources to creating ever-more-capable AI systems, with very little thought devoted to what happens if we succeed.

breaking things off, convinced that our partner’s psychological issues are making things impossible, or that we’re not as compatible as we’d believed. Either of these might conceivably be true in certain cases; people are sometimes guilty of spectacularly bad choices in love, and in other domains as well. But more often, the real problem is just that the other person is one other person. In other words, the cause of your difficulties isn’t that your partner is especially flawed, or that the two of you are especially incompatible, but that you’re finally noticing all the ways in which your partner is (inevitably) finite, and thus deeply disappointing by comparison with the world of your fantasy, where the limiting rules of reality don’t apply. The point that Bergson made about the future—that it’s more appealing than the present because you get to indulge in all your hopes for it, even if they contradict each other—is no less true of fantasy romantic partners, who can easily exhibit a range of characteristics that simply couldn’t coexist in one person in the real world. It’s common, for example, to enter a relationship unconsciously hoping that your partner will provide both an unlimited sense of stability and an unlimited sense of excitement—and then, when that’s not what transpires, to assume that the problem is your partner and that these qualities might coexist in someone else, whom you should therefore set off to find. The reality is that the demands are contradictory. The qualities that make someone a dependable source of excitement are generally the opposite of those that make him or her a dependable source of stability. Seeking both in one real human isn’t much less absurd than dreaming of a partner who’s both six and five feet tall. And not only should you settle; ideally, you should settle in a way that makes it harder to back out, such as moving in together, or getting married, or having a child. The great irony of all our efforts to avoid facing finitude—to carry on believing that it might be possible not to have to choose between mutually exclusive options—is that when people finally do choose, in a relatively irreversible way, they’re usually much happier as a result.

To hail a religion for its compatibility with a secular society was decidedly not a neutral gesture. Secularism was no less bred of the sweep of Christian history than were Orban's barbed-wire fences. Naturally, for it to function as its exponents wished it to function, this could never be admitted. The West, over the duration of its global hegemony, had become skilled in the art of repackaging Christian concepts for non-Christian audiences. A doctrine such as that of human rights was far likelier to be signed up to if its origins among the canon lawyers of medieval Europe could be kept concealed. The insistence of United Nations agencies on "the antiquity and broad acceptance of the conception of the rights of man” was a necessary precondition for their claim to a global, rather than a merely Western, jurisdiction. Secularism, in an identical manner, depended on the care with which it covered its tracks. If it were to be embraced by Jews, or Muslims, or Hindus as a neutral holder of the ring between them and people of other faiths, then it could not afford to be seen as what it was: a concept that had little meaning outside of a Christian context. In Europe, the secular had for so long been secularised that it was easy to forget its ultimate origins. To sign up to its premises was unavoidably to become just that bit more Christian. Merkel, welcoming Muslims co Germany, was inviting them to take their place in a continent that was not remotely neutral in its understanding of religion: a continent in which the division of church and state was absolutely assumed to apply to Islam

For while asceticism is certainly an important strand in the frugal tradition, so, too, is the celebration of simple pleasures. Indeed, one argument that is made repeatedly in favor of simple living is that it helps one to appreciate more fully elementary and easily obtained pleasures such as the enjoyment of companionship and natural beauty. This is another example of something we have already noted: the advocates of simple living do not share a unified and consistent notion of what it involves. Different thinkers emphasize different aspects of the idea, and some of these conflict. Truth, unlike pleasure, has rarely been viewed as morally suspect. Its value is taken for granted by virtually all philosophers. Before Nietzsche, hardly anyone seriously considered as a general proposition the idea that truth may not necessarily be beneficial.26 There is a difference, though, between the sort of truth the older philosophers had in mind and the way truth is typically conceived of today. Socrates, the Epicureans, the Cynics, the Stoics, and most of the other sages assume that truth is readily available to anyone with a good mind who is willing to think hard. This is because their paradigm of truth—certainly the truth that matters most—is the sort of philosophical truth and enlightenment that can be attained through a conversation with like-minded friends in the agora or the garden. Searching for and finding such truth is entirely compatible with simple living. But today things are different. We still enjoy refined conversation about philosophy, science, religion, the arts, politics, human nature, and many other areas of theoretical interest. And these conversations do aim at truth, in a sense. As Jürgen Habermas argues, building on Paul Grice’s analysis of conversational conventions, regardless of how we actually behave and our actual motivations, our discussions usually proceed on the shared assumption that we are all committed to establishing the truth about the topic under discussion.27 But a different paradigm of truth now dominates: the paradigm of truth established by science. For the most part this is not something that ordinary people can pursue by themselves through reflection, conversation, or even backyard observation and experiment. Does dark matter exist? Does eating blueberries decrease one’s chances of developing cancer? Is global warming producing more hurricanes? Does early involvement with music and dance make one smarter or morally better? Are generous people happier than misers? People may discuss such questions around the table. But in most cases when we talk about such things, we are ultimately prepared to defer to the authority of the experts whose views and findings are continually reported in the media.

In physical terms, we know that every human action can be reduced to a series of impersonal events: Genes are transcribed, neurotransmitters bind to their receptors, muscle fibers contract, and John Doe pulls the trigger on his gun. But for our commonsense notions of human agency and morality to hold, it seems that our actions cannot be merely lawful products of our biology, our conditioning, or anything else that might lead others to predict them. Consequently, some scientists and philosophers hope that chance or quantum uncertainty can make room for free will. For instance, the biologist Martin Heisenberg has observed that certain processes in the brain, such as the opening and closing of ion channels and the release of synaptic vesicles, occur at random, and cannot therefore be determined by environmental stimuli. Thus, much of our behavior can be considered truly “self-generated”—and therein, he imagines, lies a basis for human freedom. But how do events of this kind justify the feeling of free will? “Self-generated” in this sense means only that certain events originate in the brain. If my decision to have a second cup of coffee this morning was due to a random release of neurotransmitters, how could the indeterminacy of the initiating event count as the free exercise of my will? Chance occurrences are by definition ones for which I can claim no responsibility. And if certain of my behaviors are truly the result of chance, they should be surprising even to me. How would neurological ambushes of this kind make me free? Imagine what your life would be like if all your actions, intentions, beliefs, and desires were randomly “self-generated” in this way. You would scarcely seem to have a mind at all. You would live as one blown about by an internal wind. Actions, intentions, beliefs, and desires can exist only in a system that is significantly constrained by patterns of behavior and the laws of stimulus-response. The possibility of reasoning with other human beings—or, indeed, of finding their behaviors and utterances comprehensible at all—depends on the assumption that their thoughts and actions will obediently ride the rails of a shared reality. This is true as well when attempting to understand one’s own behavior. In the limit, Heisenberg’s “self-generated” mental events would preclude the existence of any mind at all. The indeterminacy specific to quantum mechanics offers no foothold: If my brain is a quantum computer, the brain of a fly is likely to be a quantum computer, too. Do flies enjoy free will? Quantum effects are unlikely to be biologically salient in any case. They play a role in evolution because cosmic rays and other high-energy particles cause point mutations in DNA (and the behavior of such particles passing through the nucleus of a cell is governed by the laws of quantum mechanics). Evolution, therefore, seems unpredictable in principle.13 But few neuroscientists view the brain as a quantum computer. And even if it were, quantum indeterminacy does nothing to make the concept of free will scientifically intelligible. In the face of any real independence from prior events, every thought and action would seem to merit the statement “I don’t know what came over me.” If determinism is true, the future is set—and this includes all our future states of mind and our subsequent behavior. And to the extent that the law of cause and effect is subject to indeterminism—quantum or otherwise—we can take no credit for what happens. There is no combination of these truths that seems compatible with the popular notion of free will.