
Agostinho Serrano
1.6K posts

Agostinho Serrano
@EducatingwithAI
Prof. @UCS/BR | Shaping the Future of Learning with GenAI | 20+ yrs in EdTech Research & PhD/MSc Mentorship | AI, Cognition & Innovation | Open to Collaboration












Anthropic 的哲学家@AmandaAskell 最近参加了一个访谈,在访谈中她分享了自己探索好奇领域的一个方法。 提示词大概是: 我希望你从「xx」领域里选一个大概研究生水平的概念。然后我希望你通过写一个寓言的方式,间接地把这个概念完整讲出来。最好一直到快结尾时,人才会慢慢意识到这个概念究竟是什么。然后在故事之后,再补一段解释,把你刚才真正要讲的概念说清楚。



GPT-5.5 benchmarks are out Benchmark results are more incremental, but in real world use it feels like a larger jump, especially for 5.5 Pro in my experience. Sort of similar to the benchmark jump vs real-world use jump seen with GPT-5 - this will be a good foundation for GPT-6!








Today we’re introducing two big steps for health at OpenAI: - ChatGPT for Clinicians, a free version of ChatGPT designed for clinical work - HealthBench Professional, a new benchmark to evaluate real clinician chat tasks We’re excited about what this can unlock for care. ❤️


Sub-six-minute mile pace uphill on skis: #WinterOlympics SPEED. 🔥





Read this document once as political philosophy. Then read it a second time knowing what it actually is: a corporate prospectus in the vestments of civilizational concern, written by the CEO of a company whose revenue depends, thesis by thesis, on precisely what the manifesto prescribes: more military contracts, more predictive AI, more surveillance-as-governance. Every proposition reads differently once you notice that its author profits from its adoption. That does not refute the arguments. It obliges the honest reader to place the conflict of interest on the table before assessing anything else. Some of the diagnoses are real and worth keeping. The critique of the tyranny of apps, of the psychologization of politics, of the gleeful vanquishing of opponents, of the ruthless hollowing of public life; this is genuine cultural criticism in the lineage of Bloom (1987), Lasch (1979), MacIntyre (1981). Thesis 20, on elite intolerance of religious belief as a symptom of the closing of a supposedly open project, is perhaps the sharpest line in the book. But the scaffolding fractures at three critical points. First, the manufactured inevitability. Thesis 5 ("AI weapons will be built; the question is who and for what purpose") is classical arms-race rhetoric, structurally identical to every military-technological escalation of the twentieth century. Its function is to dissolve the substantive ethical question ("should we?") into a tactical one ("if not us, them"). Oppenheimer used precisely this argument before spending the rest of his life repenting it. The trick works only if one accepts that tools are ethically neutral. They are not - and here Vygotsky (1978) cuts far deeper than Maslow's "law of the instrument" ever did. Maslow described a perceptual distortion: whoever holds a hammer sees nails. Vygotsky's theory of mediation, extended by Leontiev (1978), Stiegler (1998), and activity theorists such as Engeström (1987), shows that tools do not merely distort the perception of a pre-formed subject. They constitute the subject. The instrument first appears on the interpsychological plane, as a social artifact, then migrates inward, where it reorganizes the very architecture of consciousness. A hammer used long enough does not limit what you see; it reconfigures who the "you" that sees has become. Applied to Palantir, this is not ideological critique but diagnosis. Karp is almost certainly sincere, and the sincerity is the measure of how thoroughly the instrument has colonized the mediation. Two decades of building target-identification systems, signal correlation, and predictive-deviance models produce a subject whose cognition has been literally reformatted in the terms of the product itself. The book reads as it does, actually, absolute conviction braided with structural blindness, because the hammer has finished its work on the hand that holds it. There is an aggravation Vygotsky did not live to develop but which contemporary political economy makes unavoidable: the capitalized hammer produces its own nails. It is not enough to distort perception of existing problems: the instrument, to reproduce itself as commodity, must manufacture the problems that justify its existence. Every inflated geopolitical threat, every pre-crime forecast, every border requiring vigilance is the hammer generating nails to sell more hammer. Stiegler (1998) named this the pharmacological ambivalence of technics: the same instrument can be remedy or poison, and under capital it tends structurally toward poison. Second, the Pax Americana as selective mythology. Theses 13 and 14 celebrate a century of great-power peace. Peace for whom? Not for the millions killed in Korea, Vietnam, Iraq, Afghanistan, nor for the Latin American democracies dismantled by US-backed intervention — Chile 1973, Operation Condor, the Brazilian military dictatorship installed in 1964 (Kornbluh, 2003; Weiner, 2007). That is not peace. It is peace among nuclear powers while violence was outsourced to the Global South. The claim that "no country has advanced progressive values more than this one" becomes almost comic when read from Porto Alegre, Santiago, or Nairobi, as though Scandinavian social democracy, European universal healthcare, or Brazilian labor law counted for nothing. They do not count in Karp's ledger because the implicit metric is opportunity for individual ascent of non-hereditary elites, which conveniently happens to be what Silicon Valley sells. Third, and deepest, the anthropology of permanent threat. The Enlightenment wager, from Kant's Perpetual Peace (1795) to Elias's Civilizing Process (1939) to Pinker (2011), was that violence is exosomatic: an evolutionary appendix, a residue of the state of nature that institutions, education, law and commerce would progressively atrophy and expel. The republican project, including its Catholic social variant (Maritain, 1936), assumes the well-ordered polis can push violence toward the margins of the improbable. The implicit anthropology in Karp is the exact opposite: violence never recedes; it only migrates vectors; the role of technology is not to extinguish it but to anticipate its next spatial location. This is a theology of permanent containment, not transformation. The eschatology is visible in its consequences. If violence is inherent and irremovable, then peace is only temporarily undetected violence, maintained by exhaustive vigilance. This is not peace in Augustine's tranquillitas ordinis (ca. 426) — the tranquility of right order. It is carceral peace, the quiet of a maximum-security facility where inmates are still because every movement is monitored. The classical tradition (shalom, eirene, pax) understood peace as a positive plenitude, a rightness of relation, an ordo amoris realized. Palantir-peace is subtraction: violence minus effective surveillance. The more surveillance, the more peace. The equation requires violence to remain infinite in the denominator, because on the day violence reaches zero the product loses its market. Foucault (1975) anticipated this without the tools. The panopticon does not require that someone always watch; it requires only that the watched believe they could be watched at any moment. Predictive AI modernizes Bentham's architecture by making observation effectively continuous. The subject that emerges: returning to Vygotsky, has had her interiority reformatted for self-surveillance, internalizing suspicion as a permanent structure of self-experience. Philip K. Dick's The Minority Report (1956) is no longer science fiction; it is a product specification. In the story the precogs disagreed among themselves, and the dissenting report was suppressed to preserve the system's appearance of infallibility. This is how every real predictive system must operate: suppress its own uncertainty to remain marketable as omniscient. A theological irony deserves to be named. The manifesto presents itself as a defense of religious seriousness against empty secularism (thesis 20), but its operative cosmology is profoundly anti-Christian. A civilization organized around hard power, mocking grace toward the vanquished (explicitly rejecting thesis 11 when convenient), elevating builder-billionaires to Promethean figures (note the quasi-religious vocabulary around Musk in thesis 16), dissolving conscription into universal civic purification (thesis 6), this is pagan in the precise sense. It is Rome, not Jerusalem. It takes only the dark half of the doctrine of original sin (homo homini lupus made permanent) and discards both the imago Dei that grounds it and the redemptive possibility that completes it. What remains is secularized Calvinism without Christ: total depravity, statistical predestination, surveillance as substitute for grace. Where we already failed, and where the answer must begin. The civilizational pact of modernity, Westphalia, the Enlightenment, the UN of 1945, the Universal Declaration, wagered that institutions well-designed could substitute for deep transformation of the subject. The bet: get the rules, incentives, and checks right, and minimally rational agents in well-designed structures will suffice. That wager has failed, or has proven catastrophically insufficient, because it underestimated the modern subject's capacity to desert the very institutions built to restrain him. Institutions can be captured, hollowed, instrumentalized, and when they are, nothing holds, because the wager ruled out the need for an internal bulwark. The paper endures anything; the soul of the citizen does not. This is why education is not one response among many. It is the response. Aristotle's Politics, Freire (1970), Dewey (1916), Maritain (1936): the common intuition is that no institutional design compensates for the formative failure of the subject. What Vygotsky adds, making the argument contemporary rather than nostalgic, is that ethical formation does not happen through declarative moral content. Values taught as curricular content slide off consciousness without reshaping it. Formation happens in the structure of mediated activity. You do not form an ethical subject by teaching ethics; you form one by organizing activities whose internal structure requires the operation of higher ethical functions, genuine negotiation with the other, assumption of responsibility for consequences, reformulation in the face of counter-argument, suspension of judgment before the unfamiliar. Ethics enters the subject through the zone of proximal development, mediated by instruments and by more-competent humans, and is internalized as psychological structure. Generative AI is the question on which the next century pivots. The same instrument, depending on the activity structure that surrounds it, produces either the citizen of Minority Report or the human of Fringe's parallel universe. In that series the "other side" has the same surveillance technology, compulsory biometric ID, airships in the skies, amber sealing reality — and yet the shared moral sense is more cohesive, more civic, more solidary. The difference was never the hardware. It was the anthropology that wielded it. Two universes, nearly identical physics, opposite humanities. The fork is not in the tool; it is in the activity structure and the cultural matrix that frames it. Which brings us, at last, to Pope Leo XIV, who is acting, deliberately and, I believe, consciously, as the precise counterforce to the cosmology this manifesto encodes. His repeated interventions on artificial intelligence, on the digital environment, on truth in the age of synthetic media, should not be misread as conservative moralism. They are, in substance, a Vygotskian intuition dressed in theological language: the instrument is reformatting the soul, and no civilization survives that reformatting without having first decided, deliberately, toward what it wishes to be reformatted. Where Karp naturalizes violence as permanent anthropology to justify permanent vigilance, Leo XIV retrieves the older and harder wager, that violence is exosomatic, an appendix to be expelled through the formative labor of the human spirit across generations. Exophagy against endogenization. Education against surveillance. Imago Dei against statistical predestination. The choice between these two cosmologies will not be made in manifestos or white papers. It will be made in thousands of small formative decisions, in classrooms, in the supervision of student projects, in how the next generation of AI tutors is designed, in whether a university allows a physicist with twenty years in education to teach pedagogy. The civilizational pact, if it is rebuilt, will be rebuilt one activity structure at a time. Palantir is betting the other way. The rest of us had better notice what is on the table.



Because we get asked a lot. The Technological Republic, in brief. 1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation. 2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible. 3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public. 4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software. 5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed. 6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost. 7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way. 8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive. 9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret. 10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed. 11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice. 12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin. 13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet. 14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war. 15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia. 16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn. 17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives. 18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within. 19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all. 20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim. 21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures . . . have produced wonders. Others have proven middling, and worse, regressive and harmful. 22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what? Excerpts from the #1 New York Times Bestseller The Technological Republic: Hard Power, Soft Belief, and the Future of the West, by Alexander C. Karp & Nicholas W. Zamiska techrepublicbook.com

Read this document once as political philosophy. Then read it a second time knowing what it actually is: a corporate prospectus in the vestments of civilizational concern, written by the CEO of a company whose revenue depends, thesis by thesis, on precisely what the manifesto prescribes: more military contracts, more predictive AI, more surveillance-as-governance. Every proposition reads differently once you notice that its author profits from its adoption. That does not refute the arguments. It obliges the honest reader to place the conflict of interest on the table before assessing anything else. Some of the diagnoses are real and worth keeping. The critique of the tyranny of apps, of the psychologization of politics, of the gleeful vanquishing of opponents, of the ruthless hollowing of public life; this is genuine cultural criticism in the lineage of Bloom (1987), Lasch (1979), MacIntyre (1981). Thesis 20, on elite intolerance of religious belief as a symptom of the closing of a supposedly open project, is perhaps the sharpest line in the book. But the scaffolding fractures at three critical points. First, the manufactured inevitability. Thesis 5 ("AI weapons will be built; the question is who and for what purpose") is classical arms-race rhetoric, structurally identical to every military-technological escalation of the twentieth century. Its function is to dissolve the substantive ethical question ("should we?") into a tactical one ("if not us, them"). Oppenheimer used precisely this argument before spending the rest of his life repenting it. The trick works only if one accepts that tools are ethically neutral. They are not - and here Vygotsky (1978) cuts far deeper than Maslow's "law of the instrument" ever did. Maslow described a perceptual distortion: whoever holds a hammer sees nails. Vygotsky's theory of mediation, extended by Leontiev (1978), Stiegler (1998), and activity theorists such as Engeström (1987), shows that tools do not merely distort the perception of a pre-formed subject. They constitute the subject. The instrument first appears on the interpsychological plane, as a social artifact, then migrates inward, where it reorganizes the very architecture of consciousness. A hammer used long enough does not limit what you see; it reconfigures who the "you" that sees has become. Applied to Palantir, this is not ideological critique but diagnosis. Karp is almost certainly sincere, and the sincerity is the measure of how thoroughly the instrument has colonized the mediation. Two decades of building target-identification systems, signal correlation, and predictive-deviance models produce a subject whose cognition has been literally reformatted in the terms of the product itself. The book reads as it does, actually, absolute conviction braided with structural blindness, because the hammer has finished its work on the hand that holds it. There is an aggravation Vygotsky did not live to develop but which contemporary political economy makes unavoidable: the capitalized hammer produces its own nails. It is not enough to distort perception of existing problems: the instrument, to reproduce itself as commodity, must manufacture the problems that justify its existence. Every inflated geopolitical threat, every pre-crime forecast, every border requiring vigilance is the hammer generating nails to sell more hammer. Stiegler (1998) named this the pharmacological ambivalence of technics: the same instrument can be remedy or poison, and under capital it tends structurally toward poison. Second, the Pax Americana as selective mythology. Theses 13 and 14 celebrate a century of great-power peace. Peace for whom? Not for the millions killed in Korea, Vietnam, Iraq, Afghanistan, nor for the Latin American democracies dismantled by US-backed intervention — Chile 1973, Operation Condor, the Brazilian military dictatorship installed in 1964 (Kornbluh, 2003; Weiner, 2007). That is not peace. It is peace among nuclear powers while violence was outsourced to the Global South. The claim that "no country has advanced progressive values more than this one" becomes almost comic when read from Porto Alegre, Santiago, or Nairobi, as though Scandinavian social democracy, European universal healthcare, or Brazilian labor law counted for nothing. They do not count in Karp's ledger because the implicit metric is opportunity for individual ascent of non-hereditary elites, which conveniently happens to be what Silicon Valley sells. Third, and deepest, the anthropology of permanent threat. The Enlightenment wager, from Kant's Perpetual Peace (1795) to Elias's Civilizing Process (1939) to Pinker (2011), was that violence is exosomatic: an evolutionary appendix, a residue of the state of nature that institutions, education, law and commerce would progressively atrophy and expel. The republican project, including its Catholic social variant (Maritain, 1936), assumes the well-ordered polis can push violence toward the margins of the improbable. The implicit anthropology in Karp is the exact opposite: violence never recedes; it only migrates vectors; the role of technology is not to extinguish it but to anticipate its next spatial location. This is a theology of permanent containment, not transformation. The eschatology is visible in its consequences. If violence is inherent and irremovable, then peace is only temporarily undetected violence, maintained by exhaustive vigilance. This is not peace in Augustine's tranquillitas ordinis (ca. 426) — the tranquility of right order. It is carceral peace, the quiet of a maximum-security facility where inmates are still because every movement is monitored. The classical tradition (shalom, eirene, pax) understood peace as a positive plenitude, a rightness of relation, an ordo amoris realized. Palantir-peace is subtraction: violence minus effective surveillance. The more surveillance, the more peace. The equation requires violence to remain infinite in the denominator, because on the day violence reaches zero the product loses its market. Foucault (1975) anticipated this without the tools. The panopticon does not require that someone always watch; it requires only that the watched believe they could be watched at any moment. Predictive AI modernizes Bentham's architecture by making observation effectively continuous. The subject that emerges: returning to Vygotsky, has had her interiority reformatted for self-surveillance, internalizing suspicion as a permanent structure of self-experience. Philip K. Dick's The Minority Report (1956) is no longer science fiction; it is a product specification. In the story the precogs disagreed among themselves, and the dissenting report was suppressed to preserve the system's appearance of infallibility. This is how every real predictive system must operate: suppress its own uncertainty to remain marketable as omniscient. A theological irony deserves to be named. The manifesto presents itself as a defense of religious seriousness against empty secularism (thesis 20), but its operative cosmology is profoundly anti-Christian. A civilization organized around hard power, mocking grace toward the vanquished (explicitly rejecting thesis 11 when convenient), elevating builder-billionaires to Promethean figures (note the quasi-religious vocabulary around Musk in thesis 16), dissolving conscription into universal civic purification (thesis 6), this is pagan in the precise sense. It is Rome, not Jerusalem. It takes only the dark half of the doctrine of original sin (homo homini lupus made permanent) and discards both the imago Dei that grounds it and the redemptive possibility that completes it. What remains is secularized Calvinism without Christ: total depravity, statistical predestination, surveillance as substitute for grace. Where we already failed, and where the answer must begin. The civilizational pact of modernity, Westphalia, the Enlightenment, the UN of 1945, the Universal Declaration, wagered that institutions well-designed could substitute for deep transformation of the subject. The bet: get the rules, incentives, and checks right, and minimally rational agents in well-designed structures will suffice. That wager has failed, or has proven catastrophically insufficient, because it underestimated the modern subject's capacity to desert the very institutions built to restrain him. Institutions can be captured, hollowed, instrumentalized, and when they are, nothing holds, because the wager ruled out the need for an internal bulwark. The paper endures anything; the soul of the citizen does not. This is why education is not one response among many. It is the response. Aristotle's Politics, Freire (1970), Dewey (1916), Maritain (1936): the common intuition is that no institutional design compensates for the formative failure of the subject. What Vygotsky adds, making the argument contemporary rather than nostalgic, is that ethical formation does not happen through declarative moral content. Values taught as curricular content slide off consciousness without reshaping it. Formation happens in the structure of mediated activity. You do not form an ethical subject by teaching ethics; you form one by organizing activities whose internal structure requires the operation of higher ethical functions, genuine negotiation with the other, assumption of responsibility for consequences, reformulation in the face of counter-argument, suspension of judgment before the unfamiliar. Ethics enters the subject through the zone of proximal development, mediated by instruments and by more-competent humans, and is internalized as psychological structure. Generative AI is the question on which the next century pivots. The same instrument, depending on the activity structure that surrounds it, produces either the citizen of Minority Report or the human of Fringe's parallel universe. In that series the "other side" has the same surveillance technology, compulsory biometric ID, airships in the skies, amber sealing reality — and yet the shared moral sense is more cohesive, more civic, more solidary. The difference was never the hardware. It was the anthropology that wielded it. Two universes, nearly identical physics, opposite humanities. The fork is not in the tool; it is in the activity structure and the cultural matrix that frames it. Which brings us, at last, to Pope Leo XIV, who is acting, deliberately and, I believe, consciously, as the precise counterforce to the cosmology this manifesto encodes. His repeated interventions on artificial intelligence, on the digital environment, on truth in the age of synthetic media, should not be misread as conservative moralism. They are, in substance, a Vygotskian intuition dressed in theological language: the instrument is reformatting the soul, and no civilization survives that reformatting without having first decided, deliberately, toward what it wishes to be reformatted. Where Karp naturalizes violence as permanent anthropology to justify permanent vigilance, Leo XIV retrieves the older and harder wager, that violence is exosomatic, an appendix to be expelled through the formative labor of the human spirit across generations. Exophagy against endogenization. Education against surveillance. Imago Dei against statistical predestination. The choice between these two cosmologies will not be made in manifestos or white papers. It will be made in thousands of small formative decisions, in classrooms, in the supervision of student projects, in how the next generation of AI tutors is designed, in whether a university allows a physicist with twenty years in education to teach pedagogy. The civilizational pact, if it is rebuilt, will be rebuilt one activity structure at a time. Palantir is betting the other way. The rest of us had better notice what is on the table.

Because we get asked a lot. The Technological Republic, in brief. 1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation. 2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible. 3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public. 4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software. 5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed. 6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost. 7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way. 8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive. 9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret. 10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed. 11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice. 12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin. 13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet. 14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war. 15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia. 16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn. 17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives. 18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within. 19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all. 20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim. 21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures . . . have produced wonders. Others have proven middling, and worse, regressive and harmful. 22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what? Excerpts from the #1 New York Times Bestseller The Technological Republic: Hard Power, Soft Belief, and the Future of the West, by Alexander C. Karp & Nicholas W. Zamiska techrepublicbook.com

Because we get asked a lot. The Technological Republic, in brief. 1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation. 2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible. 3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public. 4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software. 5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed. 6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost. 7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way. 8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive. 9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret. 10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed. 11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice. 12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin. 13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet. 14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war. 15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia. 16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn. 17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives. 18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within. 19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all. 20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim. 21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures . . . have produced wonders. Others have proven middling, and worse, regressive and harmful. 22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what? Excerpts from the #1 New York Times Bestseller The Technological Republic: Hard Power, Soft Belief, and the Future of the West, by Alexander C. Karp & Nicholas W. Zamiska techrepublicbook.com





