A new species between universities, YC, and Hacker House: The Residency is redefining the business of "founder formation".

This material is very interesting, and what is truly worth studying is not as simple as "22 entrepreneurs living in a mansion." The Residency is testing a larger proposition: Does the formation of entrepreneurial talent primarily come from courses and certificates, or from a high-density talent environment, real projects, exposure to capital, and long-term cohabitation? If this proposition holds, it is neither a traditional university, nor YC, and certainly not WeWork. It is more like an attempt to create a new: Founder Formation Infrastructure. However, there are several numbers and concepts in your material that must be calibrated first, otherwise it is easy to write a very worthy new model as "a $5 billion valuation mansion accelerator," which lowers professionalism. 1. The most important correction: The Residency itself does not have a "valuation of $5 billion." This is the biggest problem in the headline. The publicly available information supports that: The startups associated/incubated by The Residency have a combined valuation said to exceed $5 billion. Will Phillips used the term $5B+ combined valuation during his recent visit to The Residency; the data publicly released by The Residency about half a year ago indicated 14 homes, 3 continents, and an aggregate value of over $3 billion for the companies formed under it. So this number itself is also changing as the invested/alumni companies raise funds. It does not mean: The Residency company itself is valued at $5 billion. Nor does it mean: The Residency holds equity worth $5 billion. Much less does it mean: It has already realized a $5 billion investment return. These three are completely different. So your headline: "$5 billion valued geek dormitory" I suggest removing it directly. My most recommended headline: 14 Founder Cohousing Networks, Associated Companies Valued at Over $5 Billion: How The Residency is Restructuring the Entrepreneurial Talent Pipeline A trendier option could be: A new species between universities, YC, and Hacker Houses: The Residency is redoing the business of "Founder Formation" For an entrepreneurial angle: What happens when you put 22 entrepreneurs in one house? The high-density talent experiment of The Residency If emphasizing educational revolution: In the AI era, do universities still monopolize talent cultivation? The global founder co-living experiment of The Residency I prefer the second one. ──────────────── 2. The general direction of "14 global locations" is established, but it is not "owning 14 houses." The Residency previously stated that the network has reached: 14 homes across 3 continents. The latest external reports describe it as 14 houses across 4 continents, with about half directly operated by the core team, while the rest are operated by partners in the form of the Residency network. The current application page has also listed multiple locations such as San Francisco, New York, Vienna, Berkeley, Bangalore, Cambridge, Ithaca, London, Munich, Hyderabad, Milan, etc. So the most accurate concept is: Federated Residency Network. Not: The Residency company itself bought 14 mansions. This distinction is important because it determines whether this model can scale globally in the future. If for every new city, it must: Buy buildings, Renovate, Operate, Hire, It becomes a very heavy asset business. But if it is: Brand Standards + Selection System + Community + Capital Network + Partner Houses, It has the opportunity to expand like: YC × Soho House × University Network. ──────────────── 3. This is actually the most worthy business model issue to study about The Residency. What exactly is it? Today it has four attributes simultaneously: Housing. Community. Accelerator. Talent Network. The question is: Which one is the truly valuable asset? I believe it is not real estate. What is truly valuable is: Selection + Density + Network. The houses are just containers. ──────────────── 4. Why "22 smart people living together" is not a small detail, but possibly the entire product? Traditional accelerators: Entrepreneurs live in their own homes. Come to an event once a week. Attend lectures. Meet mentors. Demo Day. Then go home. The logic of Residency is completely different: Founder exposure time is increased from a few hours a week to almost all day. Breakfast with entrepreneurs. Working together at noon. Discussing products at night. There might even be someone debugging a robot at 2 AM. What changes is: Interaction Surface Area. ──────────────── 5. It can be written as a very simple formula. Assuming in a typical accelerator: Two founders actually communicate: 1 hour per week. 12 weeks: 12 hours. If they live together: Even if only 2 hours of real interaction per day. 90 days: 180 hours. The amount of interaction could differ by: Dozens of times. And what is truly important is not the time itself, but: Serendipity. Many of the most valuable pieces of information will not appear in formal meetings. They might happen in: The kitchen. The hallway. In the early morning. During meals. While walking. A phrase: "Wait, I know someone who needs your product." This is why physical space still has value. ──────────────── 6. So what The Residency is actually selling is not "accommodation." It is selling: Talent Density. This concept is very important. Why is Silicon Valley valuable? Not because of the weather. Nor because of the offices. But because in a very small geographical space exist: Founders, Engineers, VCs, Researchers, Former entrepreneurs, Future entrepreneurs, Executives from large companies. In a normal world, the probability of an encounter: 1/10000 can become: 1/100 in Palo Alto, Mission, Hayes Valley. This is: Density Premium. ──────────────── 7. So Hacker Houses are essentially artificially creating a "mini Silicon Valley." Nick Linck himself clearly stated when introducing SF Parc that they were inspired by Xerox PARC, believing that co-living + co-working can increase the probability of serendipitous ideas occurring. SF Parc even equipped 3D printers, welding equipment, and hardware experimental spaces. This is much more advanced than: "Providing cheap accommodation for young people." The real product design is: How to increase the frequency of valuable collisions between high-quality talents? ──────────────── 8. This is actually in line with the historical logic of Bell Labs, Xerox PARC, and MIT Building 20. Many major innovations do not come from: A genius locked in a room generating ideas out of thin air. They come from: Knowledge Spillover. People from different specialties: Physically close enough, Information boundaries low enough, Mutual trust, Frequent collisions. Economics has long had: Agglomeration Economics. Why is finance concentrated in New York? Why is film concentrated in Los Angeles? Why is technology concentrated in Silicon Valley? Not just because of infrastructure. But also because: People create externalities for other people. The Residency shrinks this city-level phenomenon into a single building. ──────────────── 9. So-called "entrepreneurial loneliness" is not just a motivational issue, but an information structure issue. A founder alone in an apartment: Encounters a problem. Doesn't know: If it's their fault, If the product is bad, Or if all startups are like this. Thus, it is easy to experience: Miscalibration. But if there are 20 founders living next door: You suddenly realize: Others are also getting rejected for funding. Others also lose users. Others also want to quit. At the same time: Someone has already solved the problem you are facing today. Thus: Search Cost decreases. This is very real economic value. ──────────────── 10. The Residency can be understood as a "local area network of entrepreneurial knowledge." The internet can answer: "How to design SaaS pricing?" But cannot easily answer: "I've talked to this client three times about a $70K contract, should I give a 20% discount?" If next door lives a founder who has just done five enterprise sales, It might be solved in five minutes. This kind of knowledge is called: Tacit Knowledge. It cannot be fully written into: Courses, Textbooks, YouTube, LLM. This is also why physical communities may become even more valuable in the AI era. ──────────────── 11. Here emerges a very interesting paradox: The more AI can "teach," the weaker certain values of schools become, but the value of peer environments may become stronger. AI is increasingly able to provide: Mathematical explanations, Code teaching, Writing feedback, Historical knowledge, Engineering tutorials. So: Information Delivery is becoming cheaper and cheaper. Then what does a university really have left? Brand. Credential. Network. Peers. Research Infrastructure. Social Development. This means: The value of education is shifting from "content scarcity" to "environment scarcity." And Residency is betting on the latter. ──────────────── 12. But the statement "AI can teach everything, so universities are useless" is definitely an exaggeration. Universities still possess: Basic research, Laboratories, Medical training, Legal qualifications, Engineering facilities, Mentorship systems, Long-term knowledge accumulation, Socialization functions. So The Residency is unlikely to: "Replace universities." What is more likely to happen is: It takes away the monopoly of universities over a certain type of extremely high agency talent. This expression is much more accurate. ──────────────── 13. Especially entrepreneurial talent, which is not the group that universities find easiest to standardize training for. What universities excel at is: Structured Learning. Entrepreneurship requires a lot of: Unstructured Agency. No one tells you what to do today. No one gives you the exam scope. No one stipulates the correct answer. Not even anyone proves that the problem is worth solving. The abilities trained by these two systems are not entirely the same. So Residency is really targeting: High-Agency Outliers. Not all 18-year-olds. ──────────────── 14. This is also why the expression "top 1% talent" must be used cautiously. The Residency's own application process is indeed clearly screening for: Extremely ambitious, Builder-oriented, Full-time committed individuals, and the current application even directly asks: "What is your most important achievement in the past three years?" "What is something only you believe in?" "Is anyone using your product?" "Is there revenue?" "Who are your competitors?" "What do you know that they don't?" This set of questions is very similar to: Founder Selection. But there is no evidence to prove that the selected individuals are statistically: "The top 1% of intellectual talent globally." This should be considered brand language, not a scientific conclusion. ──────────────── 15. Your original statement "250 million people enter universities globally each year" also needs to be revised. The latest UNESCO data shows: In 2024, there are approximately 269 million students enrolled in higher education globally. This is: Total enrollment not: "The number of new entrants to universities each year." UNESCO also points out that the global higher education enrollment rate has risen from about 19% in 2000 to about 43% in 2024. So it is suggested to write: The number of students enrolled in higher education globally has reached approximately 269 million, and universities remain one of the largest talent cultivation infrastructures in the world; The Residency challenges not the entire university system, but whether "the most entrepreneurial-driven small portion of talent must complete their growth through four years of classroom education." This is at a much higher level. ──────────────── 16. The statement "replace McKinsey" should not be treated as a fact, but understood as an Opportunity Cost critique. Why do young elites prefer: McKinsey, Goldman, Google? Because they offer: Brand, Training, Social networks, Salaries, Future options. So a 19-year-old genius facing: Entrepreneurship vs McKinsey, is actually not: Innovation vs PPT. But comparing: Risk-Adjusted Career Optionality. McKinsey: Low downside risk. Entrepreneurship: High downside risk. What Residency is really trying to change is: To lower the downside of entrepreneurship. ──────────────── 17. What would happen if free housing, food, community, computing power, legal support, and investor access were provided? The original payoff of entrepreneurship: Success: Huge. Failure: No money, No job, No social circle, Wasting a few years. If Residency lowers the cost of failure: Even if the project fails, You gain: Network, Skills, Reputation, Cofounder, Opportunities for the next company. Thus: The Expected Value of Entrepreneurship rises. This is where it truly competes with traditional universities/consulting. ──────────────── 18. This is actually similar to what Y Combinator did back in the day. YC's greatest contribution is not just providing: $125K. But transforming: "Two young programmers starting a business" from a very strange career choice, into: A Legible Career Path. The Thiel Fellowship similarly turned: "Dropping out to start a business" into: A socially understandable path. The Residency takes it a step further: Institutionalizing the living environment itself. ──────────────── 19. So it may represent the third generation of "entrepreneurial education." First generation: Business School. Classes teaching entrepreneurship. Second generation: Accelerator. Actually starting a company. Third generation: Immersive Founder Environment. Company + life + community + capital all tied together. This is not: A Course. But: Environment Design. ──────────────── 20. Regarding the business model, your statement "completely changing from membership fees to a unified equity model" is currently too absolute. The Residency is clearly moving towards: Accelerator / Investment Economics. But it is not yet a globally unified term. For example, the Founders Track in Bangalore explicitly offers: Free housing, meals, workspace, etc., In exchange for: 1% equity, If the founders are unwilling to give equity, they can also choose a program fee. In the past, The Residency even envisioned a four-year support in exchange for about 10% equity, but that was an early concept that has been abandoned/old version pages and should not be used to describe today. So a more accurate judgment is: The Residency is evolving from purely "paid/community-based founder housing" to a network that includes equity, capital support, and accelerator mechanisms, but the economic terms in different regions and projects are currently not entirely unified. ──────────────── 21. This is its most critical leap in business in the future. Why? The ceiling of the rental model is very low. Assuming: 20 people. Each person per month: $2,000. Income: $40K/month. A year: Less than $500,000. No matter how hard you try: It is essentially still hospitality/real estate economics. ──────────────── 22. The equity model is completely different. Assuming 100 companies: Each taking 1%. 99 companies are worth very little. But one of them: $10B. 1%: $100M. Suddenly: One winner can subsidize decades of housing. This is: Power-Law Financing Subsidizing Community Infrastructure. This is a very beautiful model. ──────────────── 23. This is also why the so-called "free Residency" could potentially be economically viable. Not because: Housing is really free. But because: Founder Equity pays for today's costs for Founders. Essentially very similar to YC: Giving you capital and resources today. In exchange for equity with extremely low probability and extremely high returns in the future. Therefore, founders must understand: Free Housing ≠ Free Capital. What you ultimately pay is: Equity Optionality. ──────────────── 24. 1% sounds small, but it could be very expensive after success. Assuming the company in the future: $1B. 1%: $10M. $10B: $100M. So founders cannot just ask: "Is the accommodation worth a few tens of thousands of dollars?" Wrong. They should ask: "Is the increase in success probability brought by The Residency enough to compensate for long-term equity dilution?" This is the correct capital question. ──────────────── 25. If it can truly significantly improve the success rate, 1% may be extremely cheap. For example: Without Residency: Success probability: 1%. With Residency: Changes to: 3%. 1% equity exchanges for: A 200% increase in success probability. Very cheap. But the problem is: This is hard to prove. So The Residency must long-term establish: Cohort Performance Data. Not luxury apartment videos. ──────────────── 26. What data should be publicly available in the future? I would focus on: Funding amount before joining. Funding amount in the 12 months after leaving. Revenue growth. Founder survival. Cofounder formation. Follow-on funding rate. Subsequent acceptance rates for YC/SPC/Thiel Fellowship, etc. Startup failure rate. Exits. And most importantly: Matched Control Group. Otherwise: "People in Residency are very successful" may just be because: They were originally screened in as the best individuals. ──────────────── 27. Here arises a classic causal issue: Selection Effect vs Treatment Effect. Assuming the success rate of Residency's entrepreneurs is very high. It could be: Treatment Effect Residency makes them better. Or it could be: Selection Effect Residency particularly tends to favor those who are already likely to succeed. Reality: Usually both factors are present. This is completely similar to: Harvard Harvard graduates earn high incomes, but is it because: Harvard education is excellent, or because: those who can get into Harvard are already exceptional? This is one of the classic questions in the economics of education. ──────────────── 28. Therefore, the true investment capability of The Residency may be more important than its "educational capability" If it can observe for three months at ages: 19, 20, 22 who is truly exceptional, it actually establishes a very strong: Founder Underwriting Engine. This is extremely important. ──────────────── 29. How do traditional VCs evaluate Founders? Three meetings. Pitch Deck. Reference Call. Maybe 10 hours. Residency can observe: 90 days. Every day. He: Does he keep his promises? How does he react to failure? Are others willing to help him? Can he hire people? Does he have integrity? Is he really working? Is he just good at telling stories? This could be: 1000 hours of Due Diligence. ──────────────── 30. From an investment perspective, this may be the most powerful asset of The Residency One of the biggest problems for VCs: Information Asymmetry. Founders obviously know: Pitch Meeting needs to show their best. However: It’s hard to fake for three months. This is somewhat similar to marriage, roommates, or the military. When a person is: tired, under pressure, facing fundraising failures, at two in the morning, that’s when their personality signals are the most genuine. ──────────────── 31. Therefore, the "Live-in Accelerator" may actually be a new type of VC diligence mechanism Ordinary VC investment: Pitch → Invest → Learn. Residency: Live Together → Learn → Invest. The order is reversed. This may significantly reduce: Adverse Selection. ──────────────── 32. If I were an investor, this is what I would be most interested in Not: How beautiful the house is. But: Can three months of high-density behavioral data predict who will become an excellent founder more accurately than ten VC interviews? If the answer is Yes, The Residency essentially possesses: Proprietary Human Data. Not data in the database sense, but rather: Behavioral Signals. This could be very valuable. ──────────────── 33. Therefore, it makes sense for Sam Altman to be a startup advisor, but don’t write it as "Sam Altman invested in it" The official current page of The Residency clearly lists Sam Altman as: Startup Advisor. It also states that Nick Linck is the founder and Peter D'Ambrosio is the co-founder. There is currently no need to automatically infer that OpenAI or Altman himself made an equity investment just because the media uses promotional language like "Sam Altman-backed." Advisor and Investor must be distinguished. ──────────────── 34. Regarding the "22 Founders": don’t take the structure of one house as the standard for the entire network Recent reports show that The Residency has multiple houses in San Francisco, each accommodating about 10-25 founders, with the largest having 22 bedrooms. The central model is usually described as 3-6 months, but there are significant differences in different collaboration points; for example, Bangalore has different tracks of 30 days, 50 days, 2 months, etc. So the professional wording should be: Small-scale, high-density cohorts, usually a dozen to twenty people, lasting from weeks to months depending on the city and project. Rather than fixed: "22 people per session, 3-6 months." ──────────────── 35. The real value of the 60-second Pitch + 60-second Ask on Monday is not just training for speeches This system design is very clever. It actually forces founders to answer weekly: "What changed?" This question is extremely important. One of the biggest enemies of startups is: Fake Progress. Making a logo. Changing the website. Discussing strategy. Meeting many people. Feeling very busy. But: Users haven’t increased. Revenue hasn’t increased. The product hasn’t launched. ──────────────── 36. If every week you must publicly state: "Last week I said I would do something." "What I actually accomplished." Suddenly: Accountability emerges. This is called: Social Accountability. It’s more interesting than a boss pushing you. Because the 20 people next to you: are also working hard. You don’t want to be: the only one without progress this week. ──────────────── 37. This actually creates a very strong Peer Pressure Peer Pressure is often seen as a negative term. But if designed well: It can improve: Execution Velocity. Why do gyms look for workout partners? Why do writers join cohorts? Why do armies train collectively? Because: Humans benchmark themselves socially. Residency directly applies this psychological mechanism to entrepreneurship. ──────────────── 38. As for doing push-ups for being late, this belongs to cultural rituals, not the core of business Such practices can increase: Memory points, discipline, shared culture. But don’t mythologize it. A founder being punctual every time: does not prove they will succeed in entrepreneurship. What really matters should still be: Output. If one day the culture starts to become: who can stay up the latest, who does the most push-ups, who resembles a "hardcore entrepreneur," it will slide towards: Performative Hustle. A truly excellent entrepreneurial culture rewards: results, learning, integrity, helping others, rather than performing suffering. ──────────────── 39. You mentioned "$10 million LOI in 2.5 weeks," here you need to be very cautious If this is a direct statement from a founder in that video, it can be retained as: The entrepreneur claims to have obtained approximately $10 million in potential customer LOIs through the Residency network in about 2.5 weeks. But don’t write it as: "The Residency created a $10 million order in 2.5 weeks." Because: LOI ≠ Revenue. LOI may be: a non-binding letter of intent. It does not equal: Signed Contract. Much less equals: Cash Collected. For in-depth articles on B2B startups, these three must be strictly distinguished. ──────────────── 40. The real funnel to look at is: LOI ↓ Pilot ↓ Contract ↓ Deployment ↓ Revenue ↓ Cash Collection. The gap from: $10M LOI to: $10M Cash could be: a long way off. But if a newly established startup can connect with enough high-quality customers and obtain a large number of LOIs through the house network in two weeks, that is still a very strong: Distribution Signal. ──────────────── 41. The example of KinoSec is indeed good, but several details should not be reinforced without verification The company can currently confirm that it was founded by Alexis Lingad and is an independent offensive-security/pentesting platform; its official website claims to have achieved 99.04% on a 104-item black-box benchmark and emphasizes coverage of attack surfaces such as web, API, cloud, internal network, AD, OT, etc. This figure is the benchmark result published by KinoSec itself, not an independent third-party audit. Alexis himself publicly confirmed: He was expelled from school for hacking the university system; Later won the Philippine Hacker Games; Founded Cryptors/Hackuna; Then did penetration testing in Europe; And in 2026, he started KinoSec again. But what you wrote: "detained for 6 months" I currently have not found enough reliable public materials to support. It is recommended not to write it definitively. ──────────────── 42. What is truly worth studying about KinoSec is another matter: AI automating both offense and defense simultaneously In the past: Attackers had to find vulnerabilities one by one. Defenders: Did penetration tests a few times a year. With the emergence of AI Agents: Attacks can be: 7×24. Automatic reconnaissance. Automatically find vulnerabilities. Automatically try exploit chains. So if a company’s defense still relies on: annual manual pentests, the speed will be completely mismatched. Therefore, KinoSec bets on: Machine-speed offense requires machine-speed defense. This thesis is more valuable than the propagandistic slogan of "Cyber AI Doomsday." ──────────────── Forty-three, it also explains why The Residency favors Deep Tech / weird founders. Ordinary accelerators often prefer: Easy to understand, Easy to finance, Easy to do SaaS metrics projects. The Residency's current external positioning is increasingly clear: deep-tech founders. The projects in its network include: AI, biotech, robotics, cybersecurity, hardware, space. The reason is simple: These projects need the most: Dense Interdisciplinary Network. An ordinary SaaS founder might not need to live next to a robotics researcher. But: An orbital compute founder encountering: AI inference founder, hardware engineer, defense founder, might generate real synergy. ──────────────── Forty-four, Exlumina is an excellent example of a "super early moonshot" case. Exlumina's current public positioning is: Orbital Data Centers. It hopes to use NVIDIA GPUs in orbit for: AI inference, vision models, autonomous agents and connect nodes via laser interlink. The company was founded by Kian Konrad Tajbakhsh. If this idea succeeds: The ceiling is very high. But now it must separate: Vision and Engineering Reality. ──────────────── Forty-five, the statement "space's extreme low temperature can naturally dissipate heat" is incorrect. This is something that must be corrected. Although the background temperature in space is extremely low, Vacuum does not provide convective cooling. In a vacuum, there is no air to carry heat away. NASA's explanation of spacecraft thermal control is very clear: In a vacuum environment, there is no convection, and spacecraft primarily dissipate heat through: Thermal Radiation outward, so high-power computing devices require: radiators, heat pipes, thermal structures and other complex thermal control systems. So: "Putting GPUs in space, because space is cold, so it dissipates heat for free" is a mistaken intuition. ──────────────── Forty-six, in fact, dissipating heat from high-power GPUs in space may be one of the most challenging problems. On Earth: Water cooling. Air cooling. Cooling towers. Liquid circulation. These can carry heat away. In a vacuum: Ultimately, a large amount of waste heat must be converted into: Infrared Radiation to radiate away. And the radiation capacity depends on: radiator area and: temperature. So to put very high-power computing into orbit: It may require a huge: Radiator Surface. This will directly affect: mass, deployment mechanisms, reliability, launch costs. This is a hard engineering problem that Exlumina must solve. ──────────────── Forty-seven, "Polar Orbit = Always Sunny" is also inaccurate. An ordinary polar orbit will enter Earth's shadow. An ordinary sun-synchronous orbit also does not guarantee no eclipses throughout the year. A specific: dawn-dusk sun-synchronous orbit can significantly increase continuous sunlight time, but it still depends on the specific orbital design. NASA's Hinode uses a sun-synchronous polar orbit, but there is still an eclipse season; NISAR explicitly adopts a dawn-dusk sun-synchronous orbit, operating along the Earth's light-dark boundary. So the professional expression should be: Exlumina plans to improve solar energy availability through specific sun-synchronous/high sunlight orbits. Do not directly write: "Polar orbits completely escape Earth's shadow and have sunlight forever." ──────────────── Forty-eight, this precisely illustrates a huge advantage of the Residency model: Moonshot ideas can receive "credible opposition" very early. If an orbital-data-center founder works alone: It is easy to become obsessed with vision. If they live next to: aerospace engineers, hardware founders, energy founders, AI infra founders, they will ask: How do you calculate radiator mass? What about radiation hardening? Launch cadence? GPU replacement cycle? Laser link bandwidth? Economics per token? This is the truly valuable Community. Not: Everyone saying "awesome" to each other. But rather: High-Quality Friction. ──────────────── Forty-nine, therefore I believe the culture that The Residency should pursue is not "synchronization" but: Similar ambition, different expertise. If 22 people: are all doing AI wrappers, there is no value. A truly good cohort should be: AI. Biotech. Robotics. Defense. Space. Energy. Cybersecurity. While sharing: High Agency. This will generate real: Knowledge Recombinations. ──────────────── Fifty, from a historical perspective, this model is not new at all. Many great innovation clusters have the nature of "co-living/co-activity." 18th-century Enlightenment: coffeehouses. 20th century: Bell Labs. MIT. Xerox PARC. Early Silicon Valley: Homebrew Computer Club. PayPal Mafia. YC batch. Modern versions: South Park Commons, HF0, Founders Inc, hacker houses. What The Residency is doing is: Productizing this "innovation tribe." ──────────────── Fifty-one, its real innovation is merging three systems. Universities excel at: Talent discovery and peer networks. VCs excel at: Capital allocation. Hacker Houses excel at: High-frequency co-living. Residency aims to combine the three: Selection + Community + Capital. If this combination is done right, it will be very strong. ──────────────── Fifty-two, and there exists a very beautiful business flywheel here. Selecting better Founders ↓ These Founders create better companies ↓ Companies raise funds, valuations increase ↓ Residency brand strengthens ↓ More excellent Founders apply ↓ Selection Bar rises ↓ More VCs are willing to come ↓ Founders find it easier to raise funds ↓ Attracting even more excellent people. This is called: Talent Reputation Flywheel. ──────────────── Fifty-three, YC's real strength is also this flywheel. Why does a Founder apply to YC today? Money is not the core. Because: YC Capital is not scarce. The core is: Signal. "YC company" itself can help: Recruiting, Funding, Finding customers, Building credibility. If The Residency can ultimately make: "Residency Founder" also become a high-quality market signal, it will have crossed a critical threshold. ──────────────── Fifty-four, this is why the "first Unicorn" is 100 times more important than the number of mansions. The Residency disclosed at the end of 2025: That year hosted 200+ residents, Related startups raised >$300M, And claimed the first unicorn appeared, but the name was not disclosed at that time. If it can continue to produce: YC-quality outcomes in the future, The brand will become stronger and stronger. If five years later: There are many houses, A lot of content, But no top companies, This model may degrade into: A high-end entrepreneurial social club. ──────────────── Fifty-five, this is its biggest strategic risk. A founder house is most likely to generate: Vibes. It looks like: Everyone is very smart. The walls are full of whiteboards. Someone is coding at three in the morning. Photos on Twitter are beautiful. But: Vibes ≠ Value Creation. What must be constantly asked is: Where are the Companies? Where is the Revenue? Where is the Research? Where are the Patents? Where are the Users? Where is the Exit? ──────────────── Fifty-six, the second risk is "over-socialization." Entrepreneurs living together are originally for: Building. But any high-density community can gradually produce: Activities, Parties, Socializing, Investor dinners, Twitter content, Internal politics. In the end: Founders meet many people every day, But have no product. This is called: Network Theater. So a truly good Residency must protect: Deep Work. ──────────────── Fifty-seven, the third risk is Groupthink. High talent density does not mean: Independent thinking. If 22 people all: Read the same Twitter, See the same VCs, Believe in the same AI thesis, Everyone may reinforce each other: Wrong viewpoints. This is: Echo Chamber Risk. Therefore, a truly excellent cohort must actively increase: Contrarian Diversity. ──────────────── Fifty-eight, the fourth risk is whether equity economics can truly support the real estate economy. Equity value: Extremely delayed. Today you get: 1%. Liquidity may only come ten years later. However: Rent, Food, Employee salaries must be paid every month. This is called: Duration Mismatch. So if the Residency wants to use startup equity to subsidize all living costs, it must also solve: Working Capital. ──────────────── Fifty-nine, this is the same as VC itself: on paper it may be rich, but cash may be poor. Assuming a portfolio: $5B aggregate valuation. Sounds huge. But if: There are no exits, and the Residency itself holds only a small percentage or even has no shares in many projects, this $5B may not help pay next month's rent in San Francisco at all. So never treat: Aggregate Portfolio Valuation as: Cash Flow. ──────────────── Sixty, the fifth risk: whether it can really become a "university alternative." Universities provide: Four years. Residency: A few months. For someone who already possesses: Technical skills, Strong direction, Sufficient maturity, it may be extremely effective. For an 18-year-old who still does not know: Whether they like math, philosophy, physics, or music, three months of crazy entrepreneurship may not be the best education. So the truly reasonable positioning is not: University Killer. But rather: Alternative Path for High-Agency Builders. This is much more accurate. ──────────────── Sixty-one, from the perspective of capital allocators, I believe the true value of The Residency is not in real estate or tuition fees. I would rank the value as follows: First, Selection Engine. Can it discover outliers earlier than ordinary VCs? Second, Network Graph. Do alumni truly continue to create business and capital relationships? Third, Brand Signal. Can "Residency alumni" become a talent certification? Fourth, Equity Portfolio. Does it truly own winning equity? Fifth, Physical Infrastructure. The houses are actually fifth. This is the true balance sheet of its future. ──────────────── Sixty-two, if successful, it could even form a very interesting "lifetime talent relationship." At 18: Resident. At 21: Founder. At 24: Funding. At 30: Exit. At 31: Come back as a Mentor / Angel. At 35: Become an LP. Then: Help the next batch of 19-year-old Residents. This forms: Human Capital Compounding Loop. Why is a university's alumni network valuable? Essentially, it is this. ──────────────── Sixty-three, so the most ambitious endgame is not to "open 100 Hacker Houses globally," but rather: To establish a cross-generational global network of innovative talent. The House is just the entry point. The real asset is: People. ──────────────── Sixty-four, this is also why Residency has much higher potential value than "entrepreneurship courses." When the course ends: The relationship ends. If Residency does it right: The relationship may last: 20 years. And the Lifetime Network Value of a high-quality founder: Is very high. Today: They have no company. Five years later: They may be a $1B founder. Ten years later: They may invest in the next generation. So this is essentially: Investing in Human Trajectories. ──────────────── Sixty-five, this is extremely similar to the Thiel Fellowship. What Peter Thiel truly bought was not: 20 companies in a certain year. But rather: Establishing relationships early with a group of exceptionally young people. Among them later appeared: Vitalik Buterin of Ethereum and many other very important entrepreneurs and technical talents. In a Power Law world: One person can change the economics of the entire project. ──────────────── Sixty-six, and it is also very easy to understand why Sam Altman would be interested in this model. His early core work at YC was: Talent Selection. As AI becomes stronger: Writing code becomes easier. Creating MVPs becomes easier. Then the bottleneck of entrepreneurship will increasingly shift to: Judgment, Taste, Agency, Ambition, Coordination. In other words: People are more likely to become a scarce resource than code. Residency is precisely competing for: People. ──────────────── Sixty-seven, this is also a very important counterintuitive point in the AI era. Many people believe: Everything will be online after AI. I instead believe: AI may make high-quality offline communities more valuable. Why? Because: Knowledge becomes cheap. Code becomes cheap. Content becomes cheap. However: Trust, Friendship, High-quality Peers, Shared Experience, Co-founder Chemistry remain scarce. When the digital world is infinitely rich: Physical Presence becomes scarce. ──────────────── Sixty-eight, this is the same larger trend we discussed earlier with Tomo and AI Personal Intelligence. AI will make many: Information-based functions approach zero in price. What gradually becomes truly scarce is: Context. Trust. Identity. Human Relationships. High-Agency Networks. So in the future, some of the most valuable companies may not be: "The ones with the most information." But rather: "The ones with the highest quality relationship networks." ──────────────── Sixty-nine, for ordinary entrepreneurs, you do not necessarily need to move into The Residency to replicate 80% of the value. What you should really replicate is this structure, not the luxury house. You need: 5-10 serious builders. Once a week: Publicly share Progress. Publicly state next week's commitments. Everyone must propose: A specific Ask. When encountering problems: Prioritize finding people within the circle. Introduce each other monthly: Clients, employees, investors. Do not engage in a lot of meaningless networking. This can already replicate a considerable part of: Peer Accountability + Knowledge Density. ──────────────── Seventy, if I were to create a similar community in Los Angeles or any city, I would not start "big" at first. 10 truly serious builders, far outweigh: 100 "people interested in entrepreneurship." Because the true metric of a community is not: Members. But rather: Signal Density. In a room: If you randomly pick someone, what is the probability that they can truly: Help you solve problems, Introduce important people, Provide high-quality feedback? This probability determines the value of the community. ──────────────── Finally, I would compress the entire case of The Residency into one sentence: What The Residency truly aims to replace is not the university, but the inefficient process of "excellent young people having to explore alone for five years to find their peers." Universities provide: Courses and certificates. Traditional VCs provide: Capital. Coworking provides: Desks. The Residency wants to provide: An environment. An environment that allows: Founders to find co-founders faster, Products to receive feedback faster, Clients to be introduced faster, Mistakes to be exposed faster, Beliefs to be formed faster in a high-density environment. If it ultimately succeeds, the real moat will not be: 14 luxury houses. But rather: Whether it becomes the first place that the most ambitious 20-year-olds think of when they want to seriously do something big. Once this brand position is formed, the subsequent flywheel will be very powerful: The best people attract the best people, the best people create the best companies, the best companies attract the best capital, and the best capital attracts the next generation of the best people. At that point, The Residency will truly upgrade from: Hacker House to: Talent Institution. And from a century perspective, this is even more interesting than running an ordinary accelerator. Because YC invests in companies. If The Residency reaches its endgame, what it is truly trying to invest in may be: "The person before the company appears." This is the most advanced aspect of this model and the most worthy of continued observation.