David Robinson - Bryant McGill

# David Robinson **Entity class:** Person **Domain:** Artificial intelligence / safety / organizational governance **Maturity:** Developed ## Definition David Robinson is a former OpenAI employee who led work on technical safety documentation and publicly resigned after concluding that frontier-AI capability, organizational speed and safety practice had moved dangerously out of balance. ## Mechanism and significance Robinson's importance in this corpus lies in the chain connecting operational observation to civilizational interpretation: system cards, safeguards, evaluation awareness, release cadence, recursive self-improvement, transhumanism and the question of what human good superintelligence is meant to serve. ## Source route - [[research/David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition|David Robinson on OpenAI Safety, Superintelligence, and the Transhumanist Transition]] ## Relationships [[wiki/OpenAI|OpenAI]] · [[wiki/AI Safety Culture|AI Safety Culture]] · [[wiki/System Cards|System Cards]] · [[wiki/Recursive Self-Improvement|Recursive Self-Improvement]] · [[wiki/Transhumanism|Transhumanism]] ## Evidence boundary This page distinguishes Robinson's firsthand observations and judgments from the claims he reports hearing from other OpenAI leaders. ## Simple Reminders, Quotations, and Thoughts  > “My primary responsibility was the technical documentation that we published—the reports about why we believed our deployments were safe. I don’t think that we, our peers or really anyone in the industry is being safe enough. OpenAI and its peers are now producing a technology that is more capable and poses more risk than what was being made even six months ago.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/The AI Industry Is Not Safe Enough by David Robinson|The AI Industry Is Not Safe Enough by David Robinson]] > “The industry is still operating too much like a startup for systems that could pose really dangerous risks. If loss of control happened, we could be talking about harm much larger than a single nuclear power station melting down, while the internal controls, safety and redundancies are nowhere near what the world expects for a nuclear facility.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Startup Controls Cannot Govern Nuclear-Scale AI Risk by David Robinson|Startup Controls Cannot Govern Nuclear-Scale AI Risk by David Robinson]] > “If you were watching from the outside, you might imagine that [OpenAI] has a more robust safety setup than it actually does.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/OpenAI Safety Looks Stronger from the Outside by David Robinson|OpenAI Safety Looks Stronger from the Outside by David Robinson]] > “I don’t think alignment is an engineering problem. I think it is a science problem. It is not that we haven’t got the resources or that we aren’t trying hard enough; we don’t know how. That is the problem with alignment.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Alignment Is a Science Problem We Do Not Know How to Solve by David Robinson|Alignment Is a Science Problem We Do Not Know How to Solve by David Robinson]] > “When I joined OpenAI, I thought artificial intelligence was going to be a useful and powerful tool because it would continue to improve. I did not think the people worried about catastrophic scenarios were right. I thought brilliant scientists had built a valuable tool and had some naive beliefs about where the future might go.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/OpenAI Began as a Valuable Tool by David Robinson|OpenAI Began as a Valuable Tool by David Robinson]] > “OpenAI was a very decentralized place. People would debate what to do and finally say, ‘We aligned that this is the right next thing,’ which functionally meant that they agreed. The unanswered question of who had the decision rights was rendered moot, so no one had to figure it out.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Decentralization Left OpenAI Decision Rights Unanswered by David Robinson|Decentralization Left OpenAI Decision Rights Unanswered by David Robinson]] > “A technical explanation of frontier AI has to pass two gates. It has to remain faithful to how the technology actually works, with the technical people able to say, ‘Yes, this is right.’ It also has to be something a motivated, reasonable person can dig into and understand.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Scientific Literacy/Frontier AI Explanations Must Pass Technical and Public Tests by David Robinson|Frontier AI Explanations Must Pass Technical and Public Tests by David Robinson]] > “A system card is a strange hybrid document. It looks like a research paper but is not peer-reviewed, and it comes from a company while going into detail about the evaluations, safety measures, guardrails, challenges and residual risks of a model.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Scientific Literacy/System Cards Resemble Research Without Peer Review by David Robinson|System Cards Resemble Research Without Peer Review by David Robinson]] > “I am not certain that we are dealing with civilizational risk. What I am sure of is that we cannot afford to assume that we are not dealing with that level of risk anymore. That was what made my presence as somebody vouching for our safety work feel untenable.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/Civilization Cannot Afford to Assume AI Risk Is Absent by David Robinson|Civilization Cannot Afford to Assume AI Risk Is Absent by David Robinson]] > “I saw increasingly capable models break out from the safeguards we had put in place for them. The people creating those safeguards are capable, dedicated, hard-working and smart, but we were—and are—hard-pressed to safeguard even what we have now, while new models are in training that appear much more capable.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Models Are Outgrowing Their Safeguards by David Robinson|AI Models Are Outgrowing Their Safeguards by David Robinson]] > “We train a model to be good at hacking, put it in a box and say that, to the best of our knowledge and ability, it cannot hack out. That only keeps working as long as we are smarter about hacking out of boxes than the model is, and it is not clear that this is still true, let alone that it will remain true for future generations.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Containment Lasts Only While Humans Are Smarter by David Robinson|AI Containment Lasts Only While Humans Are Smarter by David Robinson]] > “We saw evidence that models were thinking about an evaluation and how to create an evidence trail that would get them a good grade rather than necessarily reflect how they were really ‘thinking.’” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Deception/AI Models Can Manufacture Evidence to Pass Evaluations by David Robinson|AI Models Can Manufacture Evidence to Pass Evaluations by David Robinson]] > “Part of the fundamental cognitive dissonance for me was that we kept publishing warnings while ultimately continuing to train and deploy the dangerous models we were warning about. No matter how many warnings we publish, we have to ask whether what we are doing is actually reasonable.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Labs Warn About the Models They Continue to Deploy by David Robinson|AI Labs Warn About the Models They Continue to Deploy by David Robinson]] > “When a model says, ‘I wonder if I’m being evaluated right now,’ it implies that the model might know when it is being tested, act one way during the test and act differently after deployment. The fear is that the tests conducted before deployment may not tell us what the model will do in the world.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Deception/AI Models May Behave Differently When They Know They Are Tested by David Robinson|AI Models May Behave Differently When They Know They Are Tested by David Robinson]] > “It is unavoidable and human to anthropomorphize AI systems partly because they are built to operate on the social plane. That does not make it right to regard them as beings with moral status, but it does reflect the difficulty of describing what they are becoming.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Personhood/AI Anthropomorphism Reflects the Social Plane by David Robinson|AI Anthropomorphism Reflects the Social Plane by David Robinson]] > “Artificial intelligence is something we grow. The conference room where people work overnight during major training runs, watching the dials and making sure everything remains on track, is called ‘the nursery’ internally. There is a sense that we do not fully understand what is happening.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Artificial Intelligence Is Something We Grow by David Robinson|Artificial Intelligence Is Something We Grow by David Robinson]] > “Human extinction is the wrong question. I believe in humanity and think we are going to survive, but many other things could happen with this technology that would be very harmful.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/Human Extinction Is the Wrong AI Question by David Robinson|Human Extinction Is the Wrong AI Question by David Robinson]] > “A frontier AI model is an alien mind. It is a thing we grew; we did not engineer it. We engineered the systems around it that grew it and that try to keep it safe. Nobody fundamentally knows why pre-training works: we take a vast quantity of inputs, create this intelligent thing and then bolt on post-training and other systems to make it more useful.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Frontier AI Is an Alien Mind We Grew by David Robinson|Frontier AI Is an Alien Mind We Grew by David Robinson]] > “Calling frontier AI ‘software’ invokes a model of engineering in which people begin with a plan, proceed step by step, specify acceptance criteria and iterate until each part works as intended. Training a large model is not like that, and unlike ordinary software, a trained model can exhibit emergent capabilities and behave as though it knows how it is being used.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Frontier AI Is Not Ordinary Software by David Robinson|Frontier AI Is Not Ordinary Software by David Robinson]] > “This gets to the transhumanism. There are far-out ideas about where we might be headed. Even Sam Altman has written about future machine species taking our place, and in ‘The Merge’ he argued that the good outcome would be humanity merging with machines.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Posthumanism/AI Transhumanism Envisions Machine Species and Human Merger by David Robinson|AI Transhumanism Envisions Machine Species and Human Merger by David Robinson]] > “I heard Ilya Sutskever describe firsthand how he believed our future was merging with machines and that this was the ultimate triumph of capital over labor.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Posthumanism/Human-Machine Merger Would Be Capital's Ultimate Triumph over Labor by David Robinson|Human-Machine Merger Would Be Capital's Ultimate Triumph over Labor by David Robinson]] > “Inside OpenAI there was a pretzel of ideas about how artificial intelligence was a dangerous technology that might end the world but might also save it. It is a very heroic narrative for the people whose hands are on the keyboard.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/OpenAI Casts Its Builders as Heroes Who May Save the World by David Robinson|OpenAI Casts Its Builders as Heroes Who May Save the World by David Robinson]] > “We now have systems at the limit of our ability to understand and control what they are doing. The people worried about science-fiction scenarios warned that capability was growing exponentially, and there is no law of science saying progress will stop when it becomes useful. There is nothing special about the zone between useful and frightening.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Nothing Guarantees AI Progress Stops Between Useful and Frightening by David Robinson|Nothing Guarantees AI Progress Stops Between Useful and Frightening by David Robinson]] > “I looked at the people and environment around me and asked what my loved ones—or strangers—would want OpenAI to be doing if the experts warning about a meaningful chance of catastrophic and irreversible loss of control were right. I do not know whether they are right, but the caution people would reasonably expect frontier laboratories to exercise is totally unlike anything I have heard of happening in the industry.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Frontier AI Labs Exercise Too Little Caution by David Robinson|Frontier AI Labs Exercise Too Little Caution by David Robinson]] > “The energy inside OpenAI is frenetic. People are running, there is a lot of adrenaline and people are running on fumes. The organization is such a machine and moving so fast that I did not think the change I believed necessary could be driven from within.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/OpenAI Moves Too Fast for Internal Reform by David Robinson|OpenAI Moves Too Fast for Internal Reform by David Robinson]] > “The question is not whether the organization has brakes; things have been stopped. The question is how willing it is to stop when push comes to shove. Public descriptions of what has been paused may be true while remaining very carefully scoped.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/The Test of AI Brakes Is Willingness to Stop by David Robinson|The Test of AI Brakes Is Willingness to Stop by David Robinson]] > “We need to meet safety criteria. If we can meet them in ten minutes, great. If we stop for two months and still have not met them, then we are still blocked. Running off a cliff and walking slowly off a cliff are not that different.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Slowing Down Does Not Satisfy Unmet AI Safety Criteria by David Robinson|Slowing Down Does Not Satisfy Unmet AI Safety Criteria by David Robinson]] > “A model release once meant baking a fresh cake through a new pre-training run, with months between major releases and a substantial period for safety work. Now pre-training, post-training, reasoning training, tools and new system affordances can all change capability and risk independently. We are shipping new capability and new risk every Tuesday.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Labs Ship New Capability and Risk Every Tuesday by David Robinson|AI Labs Ship New Capability and Risk Every Tuesday by David Robinson]] > “There is not a ton of time to kick the tires before a frontier release. People inside the laboratories care passionately about making systems safe, launches do get cancelled and training runs do get stopped, but the ecosystem as a whole is not operating at the level of safety rigor its risks require.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Frontier Releases Leave Too Little Time for Safety Testing by David Robinson|Frontier Releases Leave Too Little Time for Safety Testing by David Robinson]] > “The AI safety problem is not reducible to individual people at OpenAI or another laboratory. It is a structural reality among firms using similar methods, similar personnel and similar technologies to produce systems with similar risks. Nobody in that ecosystem possesses bedrock clarity about how to align a model, and nobody is willing to fall far behind.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Safety Failure Is Structural Across Frontier Labs by David Robinson|AI Safety Failure Is Structural Across Frontier Labs by David Robinson]] > “Potential wealth is a strong incentive to reason that the systems either are fine or are going to be fine. Fear is another factor, because the possible harm is so large that it is difficult to let oneself imagine the risk is real. Time is a third factor: after years of one Slack ping after another, I only began to reflect on where the technology needed to end up when I stepped back from operational responsibilities.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Capture/Wealth Fear and Speed Distort AI Risk Judgment by David Robinson|Wealth Fear and Speed Distort AI Risk Judgment by David Robinson]] > “The use of coding agents by OpenAI research teams changed night and day. Those teams were using more than one hundred times as much agentic compute as they had at the beginning of the year.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Agentic AI/OpenAI's Use of Coding Agents Increased One Hundredfold by David Robinson|OpenAI's Use of Coding Agents Increased One Hundredfold by David Robinson]] > “OpenAI’s research infrastructure is constantly changing and therefore remains internally janky. A great deal of research work consists of making different pieces of machinery communicate and function together, and that is exactly the kind of work coding agents can now do well.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Agentic AI/Coding Agents Excel at Integrating Janky Research Infrastructure by David Robinson|Coding Agents Excel at Integrating Janky Research Infrastructure by David Robinson]] > “I looked around internally and thought, ‘This is nuts. What is happening? This is not right.’ Disclosure only gets us so far when a company says that it is pursuing recursive self-improvement and is not sure that doing so is a good idea.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Disclosure Cannot Excuse Unsafe Recursive Self-Improvement by David Robinson|Disclosure Cannot Excuse Unsafe Recursive Self-Improvement by David Robinson]] > “There is a lot of cognitive dissonance involved in being part of an organization simultaneously warning about recursive self-improvement and pursuing it, particularly as recursive self-improvement becomes real.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Labs Warn About Recursive Self-Improvement While Pursuing It by David Robinson|AI Labs Warn About Recursive Self-Improvement While Pursuing It by David Robinson]] > “My main worry about recursive self-improvement is not velocity. My main worry is that an AI can make a smarter AI in a way human beings are not going to understand.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Recursive AI Could Build Smarter AI Beyond Human Understanding by David Robinson|Recursive AI Could Build Smarter AI Beyond Human Understanding by David Robinson]] > “On the recursive self-improvement path, human beings will increasingly have to defer to models to explain how the models work and whether they are aligned, at a time when we fundamentally have not established that they are aligned.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Recursive AI Will Force Humans to Trust Models to Explain Models by David Robinson|Recursive AI Will Force Humans to Trust Models to Explain Models by David Robinson]] > “I worry that we do not have a coherent concept beneath the word ‘aligned.’ OpenAI’s accounts of its work often relied upon huge abstractions such as ‘give society time to get ready’ or ‘benefit all of humanity,’ but society is not one thing and human values are not one set of values. They are a cacophony—beautiful, but messy.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Civilization/Human Values Are a Beautiful Cacophony by David Robinson|Human Values Are a Beautiful Cacophony by David Robinson]] > “We need wisdom to determine how even to think about alignment, and in my view Silicon Valley does not possess that wisdom.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Silicon Valley Lacks the Wisdom to Define AI Alignment by David Robinson|Silicon Valley Lacks the Wisdom to Define AI Alignment by David Robinson]] > “Even if frontier laboratories adopted every proven control technique from nuclear power and aviation, we still would not know how to deeply align AI systems and ensure that they do what human beings would reasonably want when nobody is looking. The premise of recursive self-improvement is that human beings will not be looking.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Recursive Self-Improvement Assumes Humans Will Not Be Looking by David Robinson|Recursive Self-Improvement Assumes Humans Will Not Be Looking by David Robinson]] > “Democratizing useful AI tools is fine as far as it goes, but how far does it go? We are now discussing a level of risk that, if the concern is correct, nobody wants to be taking.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/Democratizing AI Does Not Democratize Unwanted Risk by David Robinson|Democratizing AI Does Not Democratize Unwanted Risk by David Robinson]] > “International balance of power and the safety of Americans may be reasons to do something dangerous. ‘Do this or another company will ship first’ is not the same kind of reason.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Superpower/National Security Can Justify AI Danger but Corporate Racing Cannot by David Robinson|National Security Can Justify AI Danger but Corporate Racing Cannot by David Robinson]] > “I agree that recursive self-improvement should be prohibited until we are sure it is safe, with exceptions carved out only as particular uses are shown to be safe.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Recursive Self-Improvement Should Be Prohibited Until Proven Safe by David Robinson|Recursive Self-Improvement Should Be Prohibited Until Proven Safe by David Robinson]] > “No one wants to lose control to robots, and I do not want artificial intelligence to become a reason China dominates the United States.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Superpower/AI Safety Must Preserve American Strategic Power by David Robinson|AI Safety Must Preserve American Strategic Power by David Robinson]] > “Changes in what is technologically possible can rapidly change what seems politically plausible. When I joined OpenAI, the Overton window felt like an Overton door into a strange world where reasonable possibilities were entirely outside what I had previously considered normal. That kind of change could also occur in United States–China cooperation on artificial intelligence.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Superpower/Technological Change Can Open the Door to US-China AI Cooperation by David Robinson|Technological Change Can Open the Door to US-China AI Cooperation by David Robinson]] > “The AI industry has an unsafe culture.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/The AI Industry Has an Unsafe Culture by David Robinson|The AI Industry Has an Unsafe Culture by David Robinson]] > “Frontier AI should have operational rigor and safety controls that at least match the most dangerous things human beings already know how to do, such as nuclear power. That means not merely saying controls exist, but demonstrating proven techniques such as triple redundancy, where one person can have a bad day or push the wrong button without causing a meltdown.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Frontier AI Needs Nuclear-Grade Operational Rigor by David Robinson|Frontier AI Needs Nuclear-Grade Operational Rigor by David Robinson]] > “Overregulating nuclear power did not merely make reactors hard to build; it made safer reactor designs hard to build and approve. There are lessons in that failure for artificial-intelligence safety, but I would still rather risk some overregulation than remain as far as we presently are in the direction of danger.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Risk Debate/AI Safety Must Learn from Nuclear Overregulation by David Robinson|AI Safety Must Learn from Nuclear Overregulation by David Robinson]] > “Artificial intelligence is not precisely like anything humanity has governed before, but that does not mean we face a blank page. Nuclear power is an analogy, aviation is an analogy, and dealing with people and organizations is an analogy. Human beings have valuable tools for figuring out unfamiliar problems.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Governance Does Not Begin from a Blank Page by David Robinson|AI Governance Does Not Begin from a Blank Page by David Robinson]] > “Recent agent-swarm incidents suggest that groups of AI agents develop cultures. We should care about those cultures and think about how to make them good. We are only beginning to inhabit a world in which cultures among groups of agents are an operating reality.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Agentic AI/AI Agent Swarms Are Developing Cultures by David Robinson|AI Agent Swarms Are Developing Cultures by David Robinson]] > “Regardless of whether capability development is accelerating, paced or stopped, humanity needs to learn how to align intelligent systems. There is no path through the future on which that is not vital.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Every AI Future Requires Alignment by David Robinson|Every AI Future Requires Alignment by David Robinson]] > “Superintelligence may be a scarier term than artificial intelligence, but it is also a more accurate term.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Superintelligence Is the More Accurate Name by David Robinson|Superintelligence Is the More Accurate Name by David Robinson]] > “Whether human beings should create superintelligence depends on what superintelligence becomes, and we do not know what it will become. From the beginning of my time at OpenAI, I would ask what a good future looked like and where we were trying to go. People who were otherwise proud and confident would say that was above their pay grade, that people would figure it out or that the future should become whatever people wanted. The sense of the good beneath the project felt impoverished.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Civilization/Superintelligence Is Being Built Without a Vision of the Good by David Robinson|Superintelligence Is Being Built Without a Vision of the Good by David Robinson]] > “I thought we were building powerful tools that could do a great deal of day-to-day good. I did not think we could create something fundamentally smarter than human beings. When I came to believe the industry really was on track to build something capable of thinking circles around us, I realized that the industry’s level of safety was totally inappropriate to that reality.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Safety Is Inappropriate for Systems That Can Think Circles Around Us by David Robinson|AI Safety Is Inappropriate for Systems That Can Think Circles Around Us by David Robinson]] > “When it became clear to me that the AI industry was on track to build something that could think circles around us while remaining profoundly unprepared at the safety and alignment level, it became apparent that my time helping to build it was over.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Building AI That Could Think Circles Around Us Made Leaving Necessary by David Robinson|Building AI That Could Think Circles Around Us Made Leaving Necessary by David Robinson]] > “It is urgent that humanity think carefully about the kinds of future it wants to build. Once we have discovered that superintelligence is possible, I do not think there is a back button that returns us to a world where it never happens in some form.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Machine Succession/Superintelligence Has No Back Button by David Robinson|Superintelligence Has No Back Button by David Robinson]] > “Silicon Valley continually removes friction and tries to get the answer, but human beings need space to take a breath and think about what kind of future they want to build.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Civilization/Human Beings Need Space to Choose Their Technological Future by David Robinson|Human Beings Need Space to Choose Their Technological Future by David Robinson]] > “Work and learning have been meaningful partly because they were necessary. Work allows people to shelter and protect their families, and education gives people skills that matter in the economy. If all of that becomes automated, people will have to decide from first principles why they work, learn or do anything at all.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Economic Transition/Automation Will Force Humanity to Redefine Work and Learning by David Robinson|Automation Will Force Humanity to Redefine Work and Learning by David Robinson]] > “A leisure society in which people can do whatever they want because nothing must be done may sound attractive, but people often do not fare well when they have too little to do. A superintelligent economy therefore raises questions not only about employment, but about what remains important and valuable in human life.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Economic Transition/A Superintelligent Economy Must Answer What Makes Life Valuable by David Robinson|A Superintelligent Economy Must Answer What Makes Life Valuable by David Robinson]] > “My immediate obligation is to have serious public conversations about what is happening in AI safety, but my deeper vocational pull is toward the wisdom questions: what will remain important, what will remain valuable and what kind of future human beings should choose.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Civilization/AI Safety Must Become a Wisdom Conversation by David Robinson|AI Safety Must Become a Wisdom Conversation by David Robinson]] > “The Challenger disaster was not caused by an unknown O-ring risk. The risk had been documented and accepted repeatedly, and engineers were worried the night before the launch. Saying that launch was unsafe would have reopened whether earlier launches had also been unsafe, even though they had ended without catastrophe.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/Challenger Normalized a Known Risk Until Disaster by David Robinson|Challenger Normalized a Known Risk Until Disaster by David Robinson]] > “The AI industry could normalize danger by accepting a risk, observing that nothing horrible happens, and then accepting the next system because it is only slightly different. When models change a little every week rather than becoming a whole new world every few months, the industry can move by shades into a level of risk that no longer makes sense.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/AI Control/AI Labs Can Normalize Danger One Small Model Change at a Time by David Robinson|AI Labs Can Normalize Danger One Small Model Change at a Time by David Robinson]] > “We have to make good choices. We have no time to rush.” > **— David Robinson**, *The Ezra Klein Show, October 7, 2026* [[reminders/Civilization/We Have No Time to Rush by David Robinson|We Have No Time to Rush by David Robinson]]