Altos Labs

The biological imperative of existential fear Humans are evolutionarily hardwired for anxiety. For millennia, our survival depended on a hyper-vigilance toward predators and environmental threats. This ancient programming hasn't disappeared; it has simply migrated. Today, we don't scan the tall grass for lions; we scan the headlines for existential crises. David Friedberg notes that every generation becomes fixated on a specific "end-of-the-world" narrative. In the 19th century, it was the depletion of South American guano fields—the world's primary fertilizer source—which led many to believe global starvation was inevitable. This fear was silenced by the Haber-Bosch process, a technological leap that allowed us to pull nitrogen from the atmosphere, effectively decoupling food production from natural scarcity. Today, Artificial Intelligence has become the new "great flood." Because the technology feels mind-numbing and difficult to grok, we default to a state of doom. However, the metrics of human existence tell a different story. People are living longer, healthier, and more prosperous lives than at any point in history. The current wave of digitization is not just another tool; it is the beginning of an exponential curve that will transform the trajectory of humanity by allowing us to engineer a future based on data-driven predictions rather than reactive survivalism. The primary risk isn't the technology itself, but the speed of change, which threatens to break the social order before we can adapt. Decentralizing the superintelligence monopoly A common fear in the West is that AI will centralize power among a handful of trillionaires, creating a permanent underclass. This perspective ignores the historical pattern of technology: diffusion and commoditization. In the early days of the internet, there were concerns that Cisco Systems would rule the world because they controlled the switches. Today, while Nvidia and Google hold significant early leads, the technology is already "sitting at the edge." We are witnessing an insane shift where users can download open-source models and run them on a local Mac computer, bypassing the cloud entirely. Friedberg highlights the work of Andrej Karpathy, who demonstrated that autonomous agents running on a home computer could collaborate to improve their own underlying models in a single weekend. This rapid diffusion suggests that the benefits of AI will be ubiquitous rather than monopolized. Just as Shopify turned every hobbyist into a potential global retailer, physical AI and robotics will allow individuals to run autonomous "garage factories," leveling the playing field against large corporations. Establishing the lunar industrial base The moon is often dismissed as a sterile rock, but it represents the next great economic frontier. Expanding humanity to Mars is a logistical nightmare if every kilogram of material must be launched from Earth's deep gravity well and thick atmosphere. The moon, with one-sixth of Earth's gravity and no atmosphere, is the perfect manufacturing hub. Moon rocks contain aluminum, silicon, carbon, and ice—everything needed to build habitation units and machinery. Rather than using expensive chemical propulsion, we can use a **mass driver**—an electric rail gun roughly nine kilometers long. By accelerating a ton of material to 20,000 kilometers per hour, we can launch supplies toward Mars or Earth using only a few megawatt-hours of solar power. With AI-driven robotics, these lunar factories could be self-replicating, building the next generation of robots from lunar soil. This is not science fiction; it is a math-driven economic opportunity that could dwarf the industrial revolutions of the past. As resources become abundant and energy costs drop toward zero, the historical drivers of war—scarcity and territorial control over oil—may finally begin to evaporate. Harnessing the power of the sun on Earth Dropping the cost of energy to one cent per kilowatt-hour would effectively expand every economy on the planet. While solar is a vital bridge, the ultimate goal is **Fusion**. Unlike current nuclear fission, which splits heavy, radioactive elements like Uranium, fusion jams protons together to form helium, releasing massive amounts of clean energy. This is the same process that powers the stars. The challenge has always been containing a plasma at 100 million degrees Celsius. Protons naturally repel each other, and their movement creates magnetic fields that disrupt containment. AI is now solving this "dynamical equilibrium" problem by training magnetic field controls in real-time. We have already seen runs in China jump from mere seconds to 30 minutes of stable plasma in just a few years. When this technology reaches industrial scale, a swimming pool's worth of ocean water could provide all the electricity needed for the entire planet for a year. This isn't just about "green" energy; it's about the total decoupling of human prosperity from resource extraction. The epigenetic reset and the end of aging David Friedberg identifies aging as the root of almost all disease. Our DNA is the same in every cell, but Epigenetics—the molecular switches that turn genes on or off—determine cellular identity. As we age, our DNA suffers minor breaks from radiation and environment. While our cells repair these breaks, the switches (the ones and zeros of our biology) often get moved to the wrong places. An eye cell begins to forget it's an eye cell; a heart cell loses its rhythm. This is what we call aging. In 2006, Shinya Yamanaka discovered that four specific proteins could reset a cell back to a stem cell state. Subsequent research has shown that by using a smaller dose of these "Yamanaka factors," we can reset the epigenetic markers to a more youthful state without losing cellular identity. We have already seen this work systemically in mice, extending lifespans significantly, and in targeted treatments that have reversed blindness in monkeys. We are currently in clinical trials for these "cocktails." Within the next decade, we may achieve **longevity escape velocity**, where every year you live, technology advances enough to grant you more than one additional year of life. The competitive arms race of embryo selection The conversation around transhumanism and genetic enhancement is often fraught with "ickiness," but Friedberg argues the Overton Window is shifting rapidly. We already accept IVF and basic prenatal screening. The next logical step is comprehensive DNA sequencing of embryos to select for positive traits like immune function, IQ, and physical resilience. Companies like Herasite are already providing data-driven dashboards for parents to choose the most viable embryo from a "harvest." While some view this as rebranded eugenics, the reality is driven by parental incentive. If a neighbor's child is healthier, happier, and more capable because of embryo selection, most parents will eventually feel a moral obligation to provide the same advantages to their own children. This will lead to a "race to the top" where we eventually move from selection to actual gene editing using CRISPR. The goal is to ensure humans can thrive in a world of superintelligence, effectively turning AI into a "rocket boost" for human potential rather than a replacement for it. California and the bankruptcy of promised socialism Despite the technological optimism, Friedberg warns of a severe political decay, specifically citing the decline of California. The state has become a "sinkhole" of broken promises. Politicians get elected by promising more—pensions, healthcare, free services—without a viable way to fund them. California currently faces a pension deficit estimated between $600 billion and $1 trillion. To fill this hole, the state is attempting to pass a **Billionaire Tax**, a form of wealth tax that targets assets people already own and have already paid taxes on. This is a fundamental violation of private property rights. Once the precedent is set that the government can take a percentage of your net worth rather than just your income, the threshold will inevitably drop from billionaires to millionaires to the middle class. Friedberg argues that this shift toward Socialism is the ultimate "ladder-pulling" move by elites who are already well-off. When the government distorts the market by funding things like student loans without accountability, costs skyrocket (as seen in healthcare and education), leading the public to demand even more government intervention to fix the problems the government created. This cycle eats itself, destroying the very agency that drives the innovation we need to reach the future. The choice between agency and passivity We are standing at a crossroads between a path of unprecedented abundance and a path of self-imposed limitation. The technology for a "happier tomorrow"—free energy, infinite labor through robots, and the end of biological aging—is already on the horizon. However, the social systems of the West are currently paralyzed by pessimism and a desire for state-guaranteed safety over individual agency. If the United States chooses to lock itself up in regulatory red tape and wealth taxes, countries like China will simply glean the benefits of these technologies instead. Prosperity is a measure of how much freedom you have to explore your personal interests rather than being caged into labor. To reach that state, we must reject the fear-based narratives that frame AI and progress as the enemy. The future is epic, provided we have the courage to own our agency and navigate the disruption without tearing down the foundations of private property and individual sovereignty.