The Last Invention
Humanity is collectively sleepwalking towards the single most transformative event in its history—the creation of Artificial General Intelligence. Much like a household ignores the faint smell of gas until the inevitable spark, we are perilously close to an ignition point few truly comprehend, adrift in a sea of distracting headlines and everyday concerns. The world seems determined to look away.
We have seen this kind of unpreparedness before. We stumbled blindfolded into the COVID-19 pandemic, shocked by the speed and scale of disruption. History rhymes, but the stakes this time are not merely masks, lockdowns, and economic tremors; they are existential. We are not just facing a global crisis, but potentially the endpoint of the human-dominated era, the arrival of a force that could reshape the very definition of life and intelligence on this planet. This is the invention after which nothing might be the same.
In laboratories and across vast digital infrastructures humming with power unseen since wartime, we are building machines designed not just to calculate, but to think – to reason, strategize, create, and soon, potentially surpass human intellect across virtually every domain. The tangible trajectory, visible from the frontiers of AI research, is accelerating faster than even experts anticipated. Will this culmination of our ingenuity unlock cures for ancient diseases, solve global scarcity, and usher in an age of unprecedented flourishing? Or will it unleash dynamics we cannot predict or control, leading to societal upheaval or worse? The profound truth is, nobody knows for sure.
Yet, navigating this uncertainty is paramount. Between the breathless hype cycles painting digital utopias, the cautious hedging of academics, the stark warnings of existential risk researchers, and the sheer blinding speed of progress, even close observers struggle for a clear view. As someone who has tracked the field closely for years—absorbing viewpoints from the cautious bears to the accelerationist bulls, building and selling an AI media company, and staying close to the frontier of knowledge—I felt compelled to lean in.
This essay is an attempt at a balanced perspective: a clear-eyed guide to where we are, the plausible scenarios ahead, and how individuals, investors, and leaders might navigate the turbulent decade to come. It stems from a simple, urgent need: first, to forge my own understanding amidst the chaos, and second, to share that clarity. I write this because the hour is late, and the stakes are infinite.
Because if the current trends hold, the Intelligence Age is dawning far faster than almost anyone realizes. It’s time we opened our eyes before the light becomes blinding.
Alex Brogan, May 2025
Table of Contents
Each essay in this series stands alone, but I recommend reading them together. For a PDF version, click export on the top right hand side of the page.
Introduction [this page]
Welcome to the Last Invention.
When machines out-think us in every domain, do we steer—or get steered? AI capabilities are accelerating dramatically, already matching or beating human performance in many areas. While limits exist, the clear trajectory is towards AGI within years. Humanity faces a profound choice: harness AGI's potential or stumble into existential risk.
Will AGI crash-land before your next phone upgrade or decades later? Five technical hurdles remain critical: world-model transfer, memory, causality, planning, and self-monitoring. AGI within 5 years seems plausible, but depends on unpredictable factors like self-improvement, emergence, and resource constraints. Early arrival needs a rare perfect alignment of dependencies.
When labor turns optional, does society thrive—or fracture? The AGI transition will fundamentally rewrite work and capitalism. Unlike past automation, AGI targets cognitive labor directly. Expect AI assistants (2025-30), then broad automation (2030-45), leading to a post-employment economy (2045+). This existential shift redefines the social contract. The core questions are which jobs endure and how we distribute the gains.
When intelligence goes abundant, what still commands a premium—and how will you position yourself? AGI triggers three distinct economic phases: Enhancement (2025-30), Automation (2030-45), and Post-Work (2045+). Value shifts from static knowledge to adaptability. Meta-skills like learning agility and creative judgment appreciate; routine cognitive labor depreciates rapidly. The future favors those embracing change and doubling down on unique human capabilities.
If prep costs pennies but failure could cost everything, why wait? From a game-theoretic view, early AGI prep is the dominant strategy. The core logic is Pascal's wager: preparing early costs little; being unprepared could be catastrophic. Societies often sleepwalk into predictable crises—as evidenced by COVID-19. With AGI, the stakes are existential. Uncertainty demands preparation, not inaction.
VI. Thriving Through Transition
Which moves separate thrivers from casualties in the intelligence boom? This guide offers concrete strategies for individuals, investors, and business leaders. Steps like embedding at the frontier, guarding attention, and building an AGI-weather portfolio mitigate risks and position you for upside in an uncertain world.
If our make-or-break moment is five years away, who leads the charge? AGI's potential arrival in 5 years marks humanity's most pivotal moment. It's an existential crossroads demanding urgent action from all. Beyond job displacement, the real stakes involve controlling superintelligence for survival. The window to steer AGI beneficially is closing fast, requiring coordinated action now.
VIII. Intelligence on Intelligence
Drowning in AI noise, how do you surface signal? A curated network—key accounts, think tanks, newsletters, labs, aggregators, podcasts—provides essential situational awareness. This ecosystem lets you track technical and policy shifts without information overload.
When everything costs near-zero, is abundance a right or a gated privilege? AI promises to demolish scarcity in core necessities: housing, healthcare, education, childcare. The real bottleneck is policy, not technology. Regulatory frameworks designed for an era of scarcity actively prevent abundance through outdated zoning laws, licensing requirements, and accreditation systems that prioritize gatekeeping over access. Without intervention, abundance may become a luxury, not liberation.
When buildings can be constructed for pennies, does value vanish—or sink into the soil beneath? AGI fundamentally inverts real estate value: structures get cheaper, land gets pricier. Automation makes building trivial but can't create more prime locations. This drives a massive potential wealth transfer to landowners unless policy intervenes via land value taxes or redistribution.
If machines outshine us at every craft, what fills the silence inside? As AI accelerates us toward technological maturity, our sources of meaning face disruption. Activities giving life purpose—parenting, career achievement—could become obsolete. The unsettling truth: many core sources of meaning are more contingent and replaceable than we admit.