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The Vector Between Two Points
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The Vector Between Two Points
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I want to draw a line. Not a line in the geometric sense, though that is part of it, but a line in the space of concepts, a trajectory through a vector space that maps the distance between two ideas. The two ideas are: what I believed when I started the company, and what I believe now. The line between them is not straight. It curves through a space that has more dimensions than I can name, dimensions that have no labels because they describe internal states that the English language has no words for. My name is Daniel Cho. I am thirty-four years old. I founded a company called Lumina in 1998, in a garage in Palo Alto, with a co-founder named Sarah Jenkins and a belief, stated explicitly in our business plan which I still have somewhere in a box under my bed, that technology should be a tool for liberation. Liberation from what was never specified. The plan did not say liberation from bureaucracy or from isolation or from ignorance, though all of those are valid targets. It just said liberation, as though the word contained within itself a definition that did not need to be articulated. Lumina was a search engine, one of many in the dot-com boom, one of perhaps two hundred companies founded that year with the word dot com appended to their name like a talisman. But Lumina was different, or we believed it was different, because our algorithm prioritized relevance over revenue, because we refused to sell user data, because we believed that the information infrastructure of the future should be built on a foundation of trust rather than extraction. Sarah believed this more than I did. She was the engineer, the one who wrote the code that ranked pages not by how much the advertiser paid but by how much the user needed. I was the business person, the one who pitched investors and hired engineers and managed the chaos that resulted from hiring eight engineers in three months without a process for integrating them. In the beginning, the vector was clear. We were moving from ignorance to knowledge, from isolation to connection, from a world where information was gated by institutions to a world where information was free and accessible to anyone with a modem. The vector pointed toward liberation, and we were traveling along it at a velocity that felt unprecedented. We raised our first round of funding from a venture capital firm in Menlo Park, the money arrived in our bank account, we hired more engineers, we improved the algorithm, users came, the investors were happy, we were happy, and the line between who we were and who we were becoming was visible and straight and true. The first deviation occurred in the spring of 1999, when our investors introduced us to a man named Richard Voss, a partner at a larger firm that wanted to lead our Series A round. Voss was a man who spoke in metaphors of war and conquest, who described markets as battlegrounds and competitors as enemies and users as territory to be captured. He told us in our first meeting, in a glass-walled conference room on Sand Hill Road that smelled of expensive coffee and older money, that our approach was noble but naive, that the market did not reward virtue, that if we wanted to build something that would last, we would need to think about monetization, about market share, about building a moat around our business that competitors could not cross. I nodded and took notes and told Voss that we would consider his points. After he left, Sarah looked at me and said, do you hear what he is saying? He is telling us to become the thing we are trying to replace. I told her that he was being pragmatic, that we could absorb some of his ideas without abandoning our principles, that the vector did not have to be straight, that we could curve around a corner or two and still arrive at the same destination. She did not look convinced. But the money came, and with the money came pressure, and the pressure produced small deviations from the original vector, each one individually reasonable and collectively catastrophic. We introduced advertising, which we justified as necessary for revenue growth. We sold anonymized user data to a research firm, which we justified as improving our algorithm. We hired a sales team, which we justified as expanding our reach. Each decision was presented to Sarah as a tactical adjustment, a small correction to the trajectory that would ultimately bring us closer to our goals by securing the resources and market position necessary to achieve them. I believed this, partially. I believed that we were playing a longer game, that the principles would survive the tactical compromises because they were encoded in the architecture of the system, in the code that Sarah wrote and I protected. I told myself that the vector between idealism and greed was not a line but a surface, and that we could move across that surface without falling off the edge, that we could optimize for revenue without optimizing it away entirely. But the surface was sloped, and the slope was gentle but relentless, and we were sliding down it without noticing because the rate of change was slower than our awareness of change. By the time we launched our IPO in December 1999, Lumina was a different company than the one that had been founded in a garage. We had five hundred employees, a headquarters in downtown Palo Alto, and a revenue model that was eighty percent advertising and data licensing and twenty percent relevance. The algorithm that Sarah had written, the one that prioritized the user, had been modified by a committee of executives, including me, to prioritize engagement, which was a different thing entirely. Engagement meant clicks, and clicks meant attention, and attention meant exploiting the psychological vulnerabilities of the people who clicked, which was the opposite of liberation. I signed off on the changes. I told myself I was protecting the company, that the alternative was losing to competitors who would not show the same restraint. But the alternative was a fiction. There was no competitor that posed an existential threat. There was only the slow, gravitational pull of a system that rewarded extraction over service and scale over integrity and I was pulling toward it, not because I was evil but because the vector was strong and I had stopped resisting it. Sarah left in March 2000, two weeks before the bubble burst. She did not yell or make a scene. She came to my office, a corner office on the fifteenth floor with a view of the Stanford campus and the Santa Cruz mountains beyond, and she placed her badge on my desk and said, you used to know the difference between the right thing and the easy thing. I have not been sure which one you are choosing for over a year. Then she walked out and she did not come back. The weeks following her departure were marked by a strange numbness that I mistook for focus. I threw myself into the IPO preparation, working eighteen hour days, sleeping on a cot in the corner of my office, eating protein bars and drinking coffee from a thermos that I kept filled in a breakroom microwave that had been broken for months and that I had not reported because reporting maintenance issues required filling out a form and the form required a supervisor and my supervisor was a man named Greg who had joined the company six months earlier from a competitor and who viewed Sarah original philosophy not as a founding principle but as a competitive disadvantage that had been correctly corrected. I admired Greg for his clarity. His clarity was the clarity of someone who had arrived at the destination without making the journey, who understood the game without having learned the lessons that only the journey could teach, and the admiration was a form of self-recognition, the recognition of the person I had become, which was someone who could admire in another the qualities that had destroyed the person I had once been, and the destruction was complete. I stood in her empty office for a long time after she left. I looked at the badge, a small piece of plastic with her name and her photograph and a barcode, and I felt a pain that I could not localize, not sadness exactly but something adjacent to it, a recognition of loss that was complicated by the fact that I had caused it and could not bring myself to care as much as I should have. The vector had moved me so far toward the greed endpoint that even grief had been optimized, streamlined, reduced to its functional minimum. The bubble burst in April, and Lumina survived, which was the kind of irony that the dot-com era produced in abundance. Companies that had no revenue model and no path to profitability went bankrupt. Companies that had revenue and users and a product that people actually used, including Lumina, survived and often thrived. We became profitable within six months of the crash, because advertising revenue is a powerful thing when you have the users to sell it to. And we had the users, because the algorithm, even modified, even optimized for engagement rather than relevance, still delivered results, and results attract users, and users attract advertisers, and advertisers attract money, and money attracts power, and power produces the conditions in which the original mission becomes a memory that people invoke at company parties and in press releases but no longer act on. I sit now in the same corner office, on the fortieth floor of a building in downtown Palo Alto, looking out at the silicon valley sprawl and the mountains beyond and the sky that is the same color it was in 1998 when I started this whole endeavor. I have everything I wanted. The company is worth billions. I am worth hundreds of millions. The technology we built is used by hundreds of millions of people every day. The liberation we promised, though we no longer use that word, has been delivered in a form that is unrecognizable from the original promise, because liberation today means choice among advertisers, and choice is a poor substitute for autonomy. I look at the badge on my desk, which I never threw away, and I think about Sarah, who left the industry entirely and became a teacher in the Oakland public schools and sends me a Christmas card every year that I do not reply to because I do not know what to say. I think about the vector, the line between who I was and who I am, and I understand now that it was never a straight line, that it was always a curve, that the space between idealism and greed is not a gap to be bridged but a slope to be climbed, and I stopped climbing in 1999 and I have been sliding ever since, and the sliding feels like flying if you do not look down. I am flying. I am at the top. I am empty. The vector has reached its terminus. The two points have converged. There is no distance left between what I believed and what I do because what I do has consumed what I believed, the way a fire consumes the wood that feeds it, leaving behind ash and heat and the memory of a flame that once meant something. © 2026 - Authored by Z R ZHANG ( EL9507135 -- パスポート番号[ちゅうごく] 중국 여권 번호 Номер паспорта หมายเลขหนังสือเดินทาง Passnummer رقم جواز السفر CHN Passport) The aforementioned Author hereby grants to OXFORD INDUSTRIAL HOLDING GROUP (ASIA PACIFIC) CO., LIMITED (BRN74685111) all economic property rights, including but not limited to the rights of: reproduction, distribution, rental, exhibition, performance, communication to the public via information network, adaptation, compilation, commercial operation, authorization for third-party use, and rights enforcement. Such grant is exclusive and irrevocable. The term of such rights shall be 49 years from the date of publication. To contact author, please email to datatorent@yeah.net Based on the pending patent application document (202610351844.3), creationstamp.com has calculated the tensor feature encoding of this article: OTMES-v2-UNKNOWN

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