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New Requests for Startups
- colmvp 12y ago> Science seems broken. The current funding models are broken and favor political skill over scientific genius. Isn't that already catered to by experiment.com, a YC company?
- mhluongo 12y agoThey fund multiple companies in a vertical...
- Permit 12y agoVery cool to see this list expanded. My own personal interest lies in programmer tools and their inevitable evolution, so it's great to see them listed on there. A few of the accelerators I'd applied to in the past don't see the business opportunity present in developer tools (Who pays for those?) so it's a relief that YC recognizes the opportunity there.
- garry 12y agoIt helps that many of the YC partners are developers themselves.
- Permit 12y agoAbsolutely. The final decision makers at other accelerators were often non-technical and (understandably) did not immediately see the value in developer tools. Thankfully, companies like Jetbrains, Github and Light Table have made a lot of progress in demonstrating that a viable market exists here.
- dharbin 12y agoWhich ones are the new ones?
- kevin 12y agoMany were slightly tweaked. But these are the new categories: Pharmaceuticals Government Human Augmentation VR and AR Programming Tools Hollywood 2.0 Diversity Developing Countries Enterprise Software Financial Services Telecommunication
- chrisacky 12y ago- INTERNET INFRASTRUCTURE "An important trend is the API-ification of everything. As more and more businesses are accessible with a web API, the Internet becomes more and more powerful." I think a POSTman style Zapier, love-child would go down very well. Also products like Mashery where you provide APIs as a service and charge. Notably missing from the list... - Anything related to travel. - Anything related to storage - Anything related to video (Maybe that's Hollywood 2.0?)
- ccozan 12y agoLet me reply regarding travel: - is full 99% of so established players, with lots of money. To enter this marked requires either equally amount of money or something truly truly innovative...which brings to point 2: - what is left to invent in this area to be so disruptive so that a start-up in this area makes sense? I'd love to be contradicted, but I think all important things in travel have been invented.
- KaoruAoiShiho 12y ago> what is left to invent in this area to be so disruptive so that a start-up in this area makes sense? I'd love to be contradicted, but I think all important things in travel have been invented. Not even close. Travel is sooooo god damn complicated and inaccessible to most people. Even though traveling should be popular, on a population basis basically nobody travels. This can change with better software, I'm sure of it.
- napoleond 12y ago> Even though traveling should be popular, on a population basis basically nobody travels. This can change with better software, I'm sure of it. I see this sort of attitude a lot from SV-types, but the reason most people don't travel is because they lack time (well, time flexibility--ie. they have regular obligations at home) and/or money.
- csbowe 12y agoUnfortunately, established players often means full of legislation protecting those players. There are plenty of ideas in the travel space - but they require the ambition to challenge governments and lobbying. Uber, Lyft, and AirBnB are a great examples.
- taigeair 12y agoHow far off is singularity? Seems like quite an interesting topic.
- GuiA 12y agoAbout as far off as the second coming of Jesus Christ, the reunification of the Beatles, and Duke Nukem Forever (ah oops, maybe scratch that last one).
- jacquesm 12y agoBy some reasoning we're already past it, in the middle of it, it's just around the corner or it will never appear. It's a totally meaningless question without first defining what the singularity actually is. The world we live in today is already very far removed from the one that I was born in but the linkages are still there to be followed. To know how far the singularity is 'off' is by definition impossible, it means that you have knowledge of which linkages are required to get to the point that you won't be able to predict the ones after that. After all when the singularity is here the world we will end up in will have no relationship to the one we are in today. For the record, I think we will see a period of accelerated progress and then we will either fuck up or things will slow down again, I don't believe there will be a runaway event.
- Houshalter 12y agoThere are a lot of different definitions of "singularity" but generally it means creating superhuman AI, which then makes better AI and does things we can't imagine and so on.
- sillysaurus3 12y agoHow far off is singularity? It seems like the question can be rephrased as, "At any point in history, have humans been able to advance technology in a substantial way simply because they wanted to, rather than by stumbling upon a way to do it?" Most technology is incremental. Take flight, for example. The glider had already been around for a substantial amount of time before the Wright brothers solved the "control problem" and the engine problem. Those two problems were the only two left before powered flight was a reality, and the Wright brothers knew it. For the singularity, on the other hand, there's no clear laundry list of problems to solve in order to achieve it. In fact, there's no clear way to even define AI, or at least define it in a way that can be meaningfully translated into current technology. Maybe the advent of quantum computing will change this. I've suspected that AI is fundamentally impossible to implement on a Von Neumann architecture. But this is very easy to say from the point of view of a society which hasn't remotely discovered how to make AI work yet. It's similar in spirit to someone from the 1500s saying "I think electricity is fundamentally impossible to harness, because there's no proper medium to channel it" even though metal was quite widespread at the time. Humans just hadn't figured out how to fashion wires yet. The only thing we can say for certain is that we don't know what we need to know in order to make the singularity a reality, let alone how long it will take.
- anon1385 12y ago>An important trend is the API-ification of everything. As more and more businesses are accessible with a web API, the Internet becomes more and more powerful. This is a bad thing. Replacing opens standards with proprietary APIs locked behind access tokens hardly makes the internet more accessible. Walled gardens are great for making money though…
- garry 12y agoThe alternative to known and published APIs is no API, not closed APIs. In general the API companies we do fund are of the open sort and they accomplish something useful in the real world, eg Lob, EasyPost, Hellosign.
- anon1385 12y agoThere is no such thing as an open web API. They are all proprietary alternatives to open data formats or protocols. If those companies used open and standard data formats or protocols (I admit that in many cases this might mean proposing a new standard) there would be no need for a custom API at all. Standard data formats can still exist behind a paywall, so it's not an issue of free-as-in-beer. It's an issue of user lockin. For a bunch of things it won't matter one way or the other because not many people will ever use it, and there isn't much likelihood of other organisations offering the same data anyway. Take Google Reader API though, where we ended up with a bunch of clients that only targeted the proprietary Google Reader API. When Reader shut down clients had to be rewritten to work with the APIs of other RSS syncing services, services had to try and recreate the Reader API to ease migration and so on. All to arrive at a situation that isn't much better than before - a bunch of clients hard coded to specific services that will have to be altered if those services go away. If Reader had been based on an open protocol then switching would have been trivial for everybody - you just point your client at the address of your new rss syncing server. I want a world where switching between providers and clients is trivial(ish), like email, rss or the web itself, not a world like Google Reader where we are all hard coded into proprietary APIs that are one cost-cutting meeting away from being closed, leaving everybody with a lot of work to do to migrate. I'm sure there is less opportunity to make money that way - you can't lock people in as easily and so on. However it's not like most of the companies we are talking about here are ever going to be profitable. The game is about getting bought out. I'd rather we at least create something a bit more lasting while we play the buyout lottery.
- aresant 12y agoI loved seeing VR on this list as an Oculus enthusiast. The http://www.reddit.com/r/oculus http://www.reddit.com/r/oculus, http://www.reddit.com/r/oculusdev/ http://www.reddit.com/r/oculusdev/, and https://developer.oculusvr.com/ https://developer.oculusvr.com/ are jam packed with excited hackers cranking out their projects and with the Oculus Connect conference coming up I'd love to see some of this talent pointed towards Y-Combinator
- GuiA 12y agoVR can be so much more than what Oculus and its associated acts are about. In fact, they cast a shadow over it that will probably be harmful to it in the long run. The Oculus acquisition by Facebook is possibly the worst thing that could have happened to VR. With the Rift, Oculus had the opportunity to chart a brand new low cost platform accessible to millions, and be the next IBM/Microsoft/Apple/etc of their day. They had everything going on for them: a founder who knows the field by heart, which allowed him to act the moment he saw the curves of "state of the art" and "realistic potential for a consumer product" intersect. A lucrative vertical (gaming) in which to get their v1 out. Industry titans believing in and joining the company. I don't know about you, but this reminds me of things like the Macintosh: the potential for brand new applications (with VR, "computer assisted design" takes on a whole new meaning). The potential to reach brand new audiences, and to make existing audiences experience thing they could have never experienced on traditional 2D screens. But they went the acquisition route. Now they're owned by Facebook, which means that everything they do has to go through all the motions that a large company has. They can't do anything really risky, they can't say "fuck you" to the status quo (because Facebook is the status quo). What are we going to see from Oculus? Locked-in app stores. Social networking bullcrap à la second life (pro tip: we've been trying to make "social VR" a thing since the very first days of the internet, and it's always failed. The Palace (1995), Second Life (2003), etc. Every 10 years, like clockwork, someone tries it again and miserably fails. It makes for great science fiction -presumably why people are so intent on trying to make them happen in the first place- but in reality, it just doesn't work out. What will we see from Oculus? Most likely nothing ever really revolutionary. As far as gaming goes, we'll probably see half-assed VR from Microsoft and Sony. But as far as truly disruptive uses of VR goes? Well, it certainly won't be Oculus. Maybe someone else will pick up the torch where Palmer Luckey dropped it, but it seems like the window of opportunity has closed.
- deleted 12y ago[deleted]
- DodgyEggplant 12y agoAwesome, ambitious and inspiring list of the challenges humans need to solve to move forward. One huge issue forgotten though: animals and wild life. They also inhibit our planet and part of our lives, but many quickly disappearing.
- gaplus 12y agoCouldn't agree more. Protecting wildlife is like protecting nature's most valuable works of art, and it's a real tragedy that they have become so marginalized in our anthropocentric system. It would be fascinating to focus on solving problems that go beyond our own species. One of the main issues is the economics of biodiversity — how do you put a price on the preservation of an ecosystem or a species? It's certainly not a straightforward answer, but it's a question that's well-worth thinking about.
- fillskills 12y agoWell said, we share our planet. Poor animals and plants dont have their own voice, but certainly need more represntation in our daily thinking. Would be great to hear from the leader of the startup world. Even if only to bring attention to their cause What would be some good startup ideas here? My only idea is a company that manages National/Regional parks and has a monetary incentive like a)Being paid by people who visit their parks. b) Being paid as a service per square foot they manage. What other incentives can we create to make sure the companies are kept honest without involving too much government oversight?
- maximem 12y agoNothing about the Web 4.0 that's weird! http://slideshare.net/Facehacks/web-40-is-coming http://slideshare.net/Facehacks/web-40-is-coming
- wmeredith 12y agoI liked this line: "the government is a very large customer with very bad software." It could also be written like this: the government is a very bad customer with very large software.
- jacquesm 12y agoDitto 'the enterprise'.
- rjanoch 12y agoYes at the surface. However, I think there are opportunities in enterprises at the lower levels or through guerrilla style tactics (e.g. Yammer). Through a combination of free and price points that allow individual or middle management authorization there are opportunities.
- bradleyjg 12y agoSelling to governments is very difficult and time consuming. The company I work for has spent over a year now trying to get approved to sell our software to the NYC schools (not land a sale, just get approved to try to land sales), and it looks like we may have hit a dead end.
- wmeredith 12y agoYou may find some catharsis in this essay I wrote many years ago... Why the DMV Website Sucks: http://wademeredith.com/2011/05/why-the-dmv-website-sucks/ http://wademeredith.com/2011/05/why-the-dmv-website-sucks/
- yaur 12y agoOne of the previous places I did some freelance stuff for solved this by partnering with a vendor that was already on the approved list.
- johan_larson 12y agoSo there is an opportunity here for a company that does nothing by handle the ugly administrative stuff on the government end, presenting a cool hacker-friendly work environment on the other? And pocketing a hefty cut for the service, I presume. Sort of a general contractor with very different inside and outside cultures. "Yes, we launched it and it works. We have a great technical staff, and we've won some very lucrative contracts. We called it EnterpriseAdaptor, thinking the geeks would go for that but everyone persists in calling it CondomCo."
- lettergram 12y agoWell, I already applied, but I guess I can update my app. Human Augmentation ftw!
- kevin 12y agoYes, you can update your app all the way to the deadline.
- vishalzone2002 12y agoWith less than a month left to the deadline, its really challenging to build a decent MVP with some traction in one of these fields. And I think that seem to be at least the minimum requirement to get into YC.
- atroyn 12y agoFrom the post: "Responding to an RFS will never be the deciding factor in who we fund. "
- vishalzone2002 12y agoI agree. I am just saying if it clicks my idea bulb, its probably tough (still possible) to build it.
- k__ 12y agoMaybe it's a marketing stunt? I mean, they're in for the money, so they have to fund stuff, that pays out later. BUT they have to appease their critics, who say "all you fund is the next snapchat!!". With this list, they can say "Oh we wanted to cure cancer, the people who wanted funding for it just got no skills!"
- icebraining 12y agoThey actually already have startups working on cancer, like Bikanta (YC S14).
- vishalzone2002 12y agoYes their last batch startups were targeting pretty serious problems. I remember 2 of them were around nuclear energy so definitely relevant to the list.
- sama 12y agoyou certainly do NOT need an MVP to get into YC. lots of people get in with just a compelling idea. maybe i will write a blog post about this.
- bradleysmith 12y agoWas interested to see nothing mentioned about news & current events information startups. This seemed to be a re-occuring "problem worth solving" on YCombinator lists, and is notably absent.
- GuiA 12y agoDo you mean things like Flipboard, Circa, etc.? Not very surprising to see them absent on YC's list. Like the more recent waves of social networks, they don't offer much and just add to the noise. Who will remember these companies in 10, 20, 50 years? Most likely no one. Who will remember companies that solve problems related to healthcare, energy, food allocation? A lot more people. There's much to like about this list. It's ambitious in a tangible and actionable way. YCombinator realizes that if we don't want there to be a second bubble burst in Silicon Valley, we need to reach escape velocity and leave the social networks and iPhone news apps behind. That's a solid trajectory for them to take.
- bradleysmith 12y agoNo, I didn't mean like Flipboard or Circa. I also wouldn't expect much support for these kinds of things. I meant companies that are trying to change how news is consumed and produced, not those that prettify how it is presented for final consumption. PG outlined the problem pretty clearly in 2008[0]. Perhaps you believe the news industry is healthy and functioning in delivering accurate current events to world citizens as it is. I do not believe that that is the case. I was thinking of companies like Grasswire or non-profits like Ushahidi and Standby Task Force for this category. I'm sure there are others changing this space significantly. [0]-http://old.ycombinator.com/ideas.html http://old.ycombinator.com/ideas.html (item 3)
- GuiA 12y agoCool, I wasn't sure what you were talking about so your examples help. I'm not sure that the news industry is healthy and functioning, but I do know that world citizens seem to be very happy living in a world of celebrity photos and memes and " listicles" these days. The fact that PG's examples are Perez Hilton and TechCrunch demonstrates that pretty well. The only thing that has really changed news is that now everyone has a camera on their phone and can post footage of events on Twitter, Instagram, etc. That stuff does bubble up to the top when it happens- I'm not quite sure where we can go from here. Put more cameraphones in the hands of oppressed citizens, sure. Besides that, I think the world of news is going to stay where it's been in the past couple years: ridiculously dumb websites for the masses (Buzzed et al.), sites with high quality content for extremely small niches (but a small niche of 10k people each paying $10 a year can easily support an independent journalists or two, so great), and cameraphone footage as primary sources for everything (which is wonderful- it's raised awareness tremendously in the recent years for things like police violence).
- flipside 12y agoI'm glad the disrupt Hollywood rfc is now Hollywood 2.0, before it seemed needlessly antagonistic. If anyone else is interested in Hollywood 2.0, hit me up (check profile). Tinj is reimagining content ratings, reviews and recommendations.
- Jun8 12y agoTwo things I think are missing from the list: 1. It has often been commented that the next Google will come from the company who develops a palatable version "next generation TV". Hollywood 2.0 really covers only part of this. 2. A YC generator. YC emerged as an anomaly in the VC field and became widely successful. How can its success be replicated, both for US and in other countries. This was on a 2008 list that pg posted (http://old.ycombinator.com/ideas.html http://old.ycombinator.com/ideas.html).
- jacquesm 12y agoYou'd have to replicate Silicon Valley first.
- acjohnson55 12y agoOk, put that on the list then
- saturdayplace 12y agoI think pg has written about this a couple times. Checking... Yep. In order from oldest to most recent: http://paulgraham.com/maybe.html http://paulgraham.com/maybe.html http://paulgraham.com/revolution.html http://paulgraham.com/revolution.html http://paulgraham.com/hubs.html http://paulgraham.com/hubs.html
- pptr1 12y agoThese new RFS are awesome. I hope YC help accelerate a few startups that doing these type of RFS. It would be game changing. I can see allot more investor interest in YC if a non tradition YC backed company based on one of these RFC makes it big. I had my doubts about @sama but he is pretty much on the right track and and seems to be the right person for the job. They are fighting the typical SV stereotype about not funding big ideas. Go YC keep on disrupting!
- foobarqux 12y agoMost "blue sky" innovations have come from the state sector (either universities, publicly funded research institutes or majority state-funded private companies). They are commercialized by private companies afterward. Why does YC think that it will be different now?
- akkartik 12y ago> What comes after programming languages? I've been working on this for several years, though a startup seems the wrong vehicle for it. I think the description in the RFS is misguided: "We’re interested in helping developers create better software, faster. This includes new ways to write, understand, and collaborate on code, and the next generation of tools and infrastructure for delivering software continuously and reliably." There's a blind spot in prose like this that gets repeated all over the place in our community: it emphasizes writing over reading. I think we have to start with reading. My hypothesis is that we need to reform the representation of programs to address this use case: I download the sources for a tool I use, wanting to make a tweak. How can I orient myself and make a quick change in just one afternoon? This is hard today; it can take weeks or months to figure out the global organization of a codebase. You can't "deliver software continuously and reliably" until you rethink its underpinnings. Before the delivery problem there's a literacy problem: we programmers prefer to write our own, or to wrap abstraction layers over the code of others, rather than first understanding what has come before. More on my approach: http://akkartik.name/about http://akkartik.name/about
- fidotron 12y agoAbsolutely, and this problem is so profound because it's become part of the platforms we are supposed to deliver stable products on. Software engineering won't exist as a profession until it really is turtles all the way down, and not a pig on a fish on a tiger etc.
- EdwardCoffin 12y ago> a pig on a fish on a tiger etc. Is this a reference to something, or should I point here if I want to reference this idea?
- ericHosick 12y agoI'm also surprised at this one. The software fulfillment process has a lot of issues. We are stuck in a local maxima and jumping the chasm to the next maxima with ideas like "what comes after programming languages" is really really hard. Sadly, one of the biggest hurdles is self preservation because software developers don't want "software development accessible to the widest part of our society". I hate to say it, but there are Luddites among us. So, I tend to agree that a startup is the wrong vehicle for this. > I think we have to start with reading. I agree with this point. People understand things differently. There should be multiple ways for people to read and understand software programs. Unfortunately, there is only one major way now and that is with source code. I do think that tools like IFTTT are moving us towards more accessibility but it is a small step. I like what you are working. Keep the conversation going.
- cik 12y agoWhile interesting - the thing that surprised me the most was not seeing "security" (take that for what you will) on the list. Given the year of disclosures, the heartbleed incident, and all other sorts of things - I feel like this field is ripe for a disruption. Between the staid companies that have been providing tools for decades that can be better, the tools that don't really exist that need to - I think we're ready. Similarly, with the security world starting to consolidate (FireEye buying Mandiant, likely goings public of companies like Rapid7 and TripWire), I'd think it's an ample rate/return option.
- cryptoz 12y ago> Internet Infrastructure > We can’t imagine life without the Internet. We need to be sure it keeps working–this includes everything from security to free and open communication to infrastructure.
- cik 12y agoI see that as internet/communication specific. But with meshnets, darknets, increasingly privatized communication networks and the like, I see these as two separate callouts. The YC one is 'internet specific' - at least as I read it.
- BillFranklin 12y agoYep, I was surprised too. We submitted our infosec company and hopefully there'll be others who are doing the same thing. There aren't enough easy to use security tools, maybe one of us will be caught in the net.
- cik 12y agoAwesome, good luck!
- calebm 12y agoI see what you did there: "We deserve a simpler, more elegant solution for a more civilized age"
- hazz 12y ago>Specifically, lightweight, short-distance personal transportation is something we’re interested in. Doesn't this already exist, in the form of the bicycle?
- benologist 12y agoUber for Rickshaws!
- icebraining 12y agoMany people with reduced mobility (e.g. my grandmothers) can't ride them, though. There's space for alternatives.
- jarek 12y agoThe bicycle is a 80/20 solution, but it's hard to make VC-level money in the business. Plus, a few more decades of high-tech short-distance personal transportation and we'll all look like in Wall-E and the bicycle will become 20/80.
- tlb 12y agoDon't dismiss it out of hand. The world bicycle market is $70B/yr. A Silicon Valley company, Specialized, makes $500M/yr revenue. If you had the next thing that millions of people would commute short distances on, there's more than enough potential for VC.
- wffurr 12y agoYes, this one was licked in 1885. The problem is not something amenable to a startup company. It's a huge entrenched cultural preference for terribly inefficient vehicles and development patterns that go with them. Bicycles are not an 80/20 solution, they're a 99% solution, with the appropriate kind of bicycle and accessories. You can haul all kinds of crap - construction equipment, children, appliances, etc. - with a bicycle. There are many other kinds of bicycles that make them accessible to people with reduced mobility: tricycles, hand-cycles, electric assist. Further - active transportation also counts as exercise and physical therapy, even further reducing the number of people who end up with reduced mobility in the first place! I don't really know what a startup could possibly do in this area that's not already being done by the dozens of active transportation advocacy organizations at every level of society.
- webmaven 12y agoI'd like to see a diff between this and the previous RFS(s). How often has this list been revised, anyway?
- kevin 12y agoLast time was July 2014.
- napoleond 12y agoThere is a minor typo in the "Government" section: s/INternet/Internet (or just "internet"...)
- frandroid 12y agoIt's a fantastic list; I'd like to comment on how some of the problems are already solved (outside the U.S.) or not cast properly. > Healthcare in the United States is badly broken. We are getting close to spending 20% of our GDP on healthcare; this is unsustainable. That's mostly a policy problem, not a technology problem. Countries with single-payer healthcare spend massively less on it per % of GDP than the United States with its pro-profit healthcare system, and American doctors and healthcare corporations end up being fabulously more rich than in those countries. (And they still have private healthcare, like in Sweden, which competes with public healthcare organizations.) The other reason healthcare costs are getting higher is that people are getting older and thus more sick. That's a generational bump, there's very little we can do about that. Not that I'm opposing the types of ideas YC is after in this sector (preventative medicine and better sensing/monitoring), just that the premise is wrong that it's a technological problem. > At some point, we are going to have problems with food and water availability. That's because we dedicate most of our water and land resources to feeding cattle that we then eat. Innovations that will have the most impact in that sector will involve weaning people from animal products. Stuff like Beyond Eggs and lab-grown meat. > It’s not a secret that saving money is hard, and that people tend to be bad at doing it. The personal savings rate has largely been falling since the early 80s. Sure, some super-low-cost index funds would help, but the main problem here is two-fold: 1) real incomes are stagnant, due to government policies favouring corporations and 2) government/pension funds are much better at providing good ROI on investment than individuals can. Once again policy change is much more likely to have a massive impact than trying to improve the individual worker's investment returns. Collect retirement contributions at the source, and have the best investors in the country manage them. Without taking a profit for themselves. It's done elsewhere.
- PaulHoule 12y agoI think startups can prevail in terms of business model and not just technology. Look at Uber, Uber has an app, but the real issue in Uber is creating a marketplace, managing a brand, managing relationships with drivers, fighting the taxi companies, etc. Innovations in how health care is organized and delivered are very possible. As for food and water I'll say that the case for vegetarian and veganism is often overstated. Out here in upstate New York we have plenty of water and plenty of hillsides that are good for grazing and not for tilling. In other places the situation is different, but in some places animal agriculture is part of the solution and not the problem. I think both the single payer and pension arguments miss the fact that the US is at a hub of a system. Inflated drug prices in the US finance drug development and cheaper drug prices in the ROW. Similarly, what a government run pension fund can attain in another country is unrelated to what one can attain in the US. I agree with the part about stagnant real incomes, which meshes with the rising cost of health insurance, housing and college, but I don't think professional pension fund managers do that much better than individuals in the long term. They may avoid stupid mistakes like selling all of your shares in the winter of 2008-2009, but the real advantage pensions have is that they can borrow from peter to pay paul, at least in the short term.
- foobarqux 12y agoHave any previous RFSes been filled? Have any been successful?
- foobarqux 12y ago> what comes after programming languages Isn't this like asking what comes after spoken language? Arguably the answer is nothing because language is what structured thought is.
- S4M 12y agoNot really. IMHO programming languages should become more and more expressive to the point of being as closed as possible to spoken language, in a distant future.
- zanny 12y agoSpoken language makes no sense. Maybe you just mean expressive, but the last thing I want is a programming language anything like the spoken word, because at least English is a colossal mess of inconsistent jibberish. I've always been interested if someone ever tried to make a sensible spoken word - use all the enunciable syllables of the human voice (go read wikipedia on all the sounds you can make that are defined by one of the 26 English letters) with combinatorial and sensible word structure and straightforward sentence structure. And the, ironically, best way to define something like that would be like how you define a programming language.
- TeMPOraL 12y ago> because at least English is a colossal mess of inconsistent jibberish. Yup. Every natural language is. The reason we can work that way is that conversation is a tight feedback loop and people look for voluntary and involuntary clues telling whether the others understood them properly, and keep correcting until the (perception of) understanding is reached.
- pinkyand 12y agoExcatly. Nothing. The computer should be able to figure out what to do on it's own.
- spyder 12y agohttp://en.wikipedia.org/wiki/Metalanguage http://en.wikipedia.org/wiki/Metalanguage
- deleted 12y ago[deleted]
- jolan 12y agoA few more areas (lots of overlap): https://en.wikipedia.org/wiki/List_of_emerging_technologies https://en.wikipedia.org/wiki/List_of_emerging_technologies
- bduerst 12y agoI'm also reminded of Gartner's Hype curve: http://na1.www.gartner.com/imagesrv/newsroom/images/hype-cycle-pr.png http://na1.www.gartner.com/imagesrv/newsroom/images/hype-cyc...
- atonse 12y agoWhile I've always felt a strong attraction to YCombinator (especially the cameraderie that comes from being a part of it) and been very inspired to apply, I can't help but feel that I am in a phase of life that's simply not a good fit for YC, or at least the narrative that's pushed. I'm no longer a mid 20-something that can live on Ramen and 16 hour days. I'm married and have a young child. Are there YC founders in this phase of life that were able to make it work in YC? What did you do differently? Is YC interested in working with these kinds of founders? (it's certainly a different kind of "Diversity")
- randall 12y agoI had a pregnant wife and a kid at home when I went through YC last January. Another friend of mine had 3 kids and a wife he had to leave home. Realistically YC doesn't care what stage of life you're in, they just want you in Mountain View for 3 months so you can significantly improve the chances of your company growing large. It's difficult to make it work, but I promise for me it was totally worth it.
- Chronic29 12y agoYou are a single data point. We have hundreds of other YC participants that fit the 20-something and single description.
- radicalbyte 12y agoMy wife would kill me if I left her alone for 3 months with a baby whilst she was pregnant.
- reitanqild 12y agoI guess for some families it depends a lot on how long they have been hungry, having to put off everything etc. Not having money must be worse than beeing alone a few months?
- randall 12y agoThen you haven't done a good enough job communicating why it's important. :) My wife was really supportive because she knew it'd be worth it.
- walterbell 12y agoWould the Semantic Web (e.g. vertical knowledge graphs) qualify as AI? We need business models which support partially-open graphs, e.g. object IDs and some metadata are open, some metadata is closed via API. Open metadata can be cached offline and standardizes models within a vertical market, driving demand for paid metadata. API revenue grows as the open graph grows. Semi-open knowledge graphs reduce the cost of adversarial algorithms. Better to have many competing skynets than one big skynet. The open part of the graph lowers the cost of consumption. Multiple, closed annotations on the graph compete to support AI use cases, and can optionally become open as value moves to higher-order representations.
- seiji 12y agoWould the Semantic Web (e.g. vertical knowledge graphs) qualify as AI? Anything resembling OpenCog or Freebase isn't AI—it's just a database with clever retrieval through traversal hierarchies. The world does need better ways to analyze data sets, but conflating information retrieval with self-directed AI is misapplying the term "intelligence."
- mindcrime 12y agoIn practice, "AI" is used as an umbrella term that definitely includes that kind of stuff. I can't speak for YC, but IMO Semantic Web work should probably fall under the AI umbrella in this case. (Edit: in the interest of full-disclosure, my startup is doing a lot of work with Semantic Web technologies, particularly in terms of applying them to Enterprise knowledge management)
- seiji 12y agoI think there's two viewpoints. There's "outside in" when the media calls things like Siri "AI" then there's the scifi AI perspective where we want talking starships. Siri++ doesn't get us closer to sarcastic GSVs. If saying a structured connected wisdom of the crowds folksonomy is actually AI helps people get funding/attention/growth, that's what people will do. There's also "middle out," but that's a talk for another day.
- ealloc 12y agoI'm surprised no one has commented yet on the first couple of these - Energy, AI, Biotech, and Drug design. These have traditionally been domains requiring a huge research apparatus with tremendous manpower, for only very long term gains. Not good for startups. In AI, how can a startup hope to succeed when academia has had almost no success in 50 years (and I am doubtful throwing more CPU/neuron layers will 'solve' the problem). In addition, the people with the skills necessary to make progress are going to be advanced researchers with PhDs, who are good enough to remain in academia if they wish or who have already developed a proven-enough idea through their research career that they don't need Y-combinator-style money. I am not trying to be a downer on the idea, contrarily I hope there can be success. Really I am fishing for anyone with a good perspective (or an answer) to these points.
- FD3SA 12y agoExactly. It is quite optimistic and borderline naive to believe that YC can replicate the Manhattan project in every one of these fields with a few hundred grand and a few months in a dorm. This is just a huge lack of perspective by people who've only worked on commercial software. Real science is very hard, very expensive, and does not result in billion dollar IPO's within 3 years. I'm hoping that once YC realizes that such projects will never succeed through a startup incubator, they will become politically active and spearhead the reversal of the current decay of government funded science. Only the government has the resources, time and foresight to fund 50 year research projects in the fields listed in the RFS. I hope this becomes clear in time. EDIT - Here's a bit more of my thoughts on this issue from a previous comment: https://news.ycombinator.com/item?id=7614344 https://news.ycombinator.com/item?id=7614344
- tdicola 12y agoI agree, I think this list is just going to make folks add AI or science! to their startup idea in the hopes it has a better chance of getting in to an incubator.
- hackerboos 12y ago>Energy, AI, Biotech, and Drug design If you want to advance these fields throw money at universities, not startups.
- foobarqux 12y ago>This seems to us like something software should help solve. We’d like to see new services that make it possible to invest in super low-cost index funds (in a normal account or a retirement account), do some customization around individual stocks, and otherwise set it and forget it. This exists already, there are a ton of discount brokers with very competitive pricing.
- danielweber 12y agoThat whole paragraph was bizarre. Yeah, lots of people are doing things wrong, but there is a competitive industry of index funds and ETFs out there. I'm sure they could be squeezed a little bit more, but not much.
- sambe 12y agoI think this and the grandparent miss the point. The paragraph starts "it's too hard". Too much choice, lack of metrics, lack of clear comparisons can make things as hard as no choices. The availability of discount brokers doesn't solve the problem, as evidenced by the number of people making mistakes. "Most people either pick individual stocks and bonds and expose themselves to high volatility, or pay very high fees to mutual fund managers and lose to the index anyway. Most people are also non-experts when it comes to portfolio rebalancing and tax optimization." Education, clear UI, consistent metrics and prioritisation are all potential issues. Do all these services exist outside of your country? What if I move countries? How do I explain it to my mother? What if I only have $1000 to invest?
- jarek 12y ago> Too much choice, lack of metrics, lack of clear comparisons can make things as hard as no choices. Sure, but next ask "why." What is the motivation to provide metrics? Who will compile and compare them? How will they stay impartial? Who benefits? We don't even have as much as a comprehensive internet offer comparison.
- foobarqux 12y agoThe paragraph I quoted and replied to was pretty explicit, claiming that discount brokers selling index ETFs don't yet exist. Telling people to just invest in an S&P500 ETF (metrics and comparison don't matter because people don't understand them anyway) doesn't seem like a great business, financial writers are already advocating it pretty regularly and investment in index ETFs is growing steadily.
- foobarqux 12y ago> The personal savings rate has largely been falling since the early 80s. That's not because saving is complex or low-yielding, it is because middle class non-disposable expenditures have gone up. (see Elizabeth Warren)
- deleted 12y ago[deleted]
- beartime 12y agoTranslation: More ROI plz, we got the bankroll now
- pyb 12y agoIs it just me, or are these RFSes too vague to be inspiring or actionable. It looks like you perhaps had a good list of actual ideas, which you redacted to death ?
- impendia 12y agoWould somebody please disrupt the textbook publishing industry? http://www.amazon.com/Discrete-Mathematics-Applications-Susanna-Epp/dp/0495391328/ http://www.amazon.com/Discrete-Mathematics-Applications-Susa... $264.39, for students that work part time jobs at $7.00 an hour (before taxes). Not only students are angry about this. Professors are angry, and authors are angry too. Bitter fights between professors and publishers are common. Everybody wants to see the big players in this industry fail. Please, someone, make it happen.
- gohrt 12y agoThere are plenty of less expensive books available for professors who care.
- johan_larson 12y agoYes, the problem is that the one picking the book (the professor) isn't the one paying for it (the student). Some useful discussion here, including indications that cheaper options exist: http://suburbdad.blogspot.ca/2014/08/oer-erps-and-idea.html http://suburbdad.blogspot.ca/2014/08/oer-erps-and-idea.html Maybe what's required is a company that a) publishes cheap (probably older) textbooks, and b) rouses student organizations to push for their adoption. Part b) is by far the harder one, and probably doesn't have a technical solution. It's a marketing/consciousness-raising thing.
- jey 12y agoThis only works because there's a captive audience, and the publisher knows that they can get away with charging anything since the students feel they have no other choice but to buy a copy. Far more specialized textbooks with far smaller audiences are routinely available for much cheaper (e.g. http://amzn.to/1ByBDLG http://amzn.to/1ByBDLG). The right place to target reform would be professors. They should take a stand to write and use only open textbooks that can be freely downloaded and distributed. This is already common at the research level, but it doesn't seem as common for intro textbooks.
- personlurking 12y ago
- jdp23 12y agoGreat to see diversity on the list. I notice that gender isn't on the list of what you're looking for ("all ages, races, sexual orientations, and cultures"). Just an oversight or a conscious decision?
- maxcan 12y ago> We’d like to see new services that make it possible to invest in super low-cost index funds. Sorry, this is not the right problem in financial services. Companies like Vanguard are already doing a great job of this and the costs are extremely low. Its a commodity product with razor thin margins that actually serves the needs of its customers well. Maybe there's a marketing issue where they aren't educating enough people, but that's not a technology problem. As an alternative: Lower the Costs to IPO, disrupt Investment Banks Sarbanes-Oxley, minimal competition between investment banks, and heightened SEC scrutiny have made the fixed costs to an IPO astronomical. These days a company, for the most part, cannot IPO for less than a $1 billion raise. This means that the broad public, including those index funds YC loves, is prevented from enjoying any returns at all for younger, high-growth companies. There is room for startups to disrupt part or all of the process. It would be capital intensive and hard as hell. But, you're not looking for easy right?
- foobarqux 12y agoIPOs are sales problems, which require high touch interaction and networking. They are also dangerous to get wrong which is why companies pay high fees to do them. Remember too that Google got burnt by trying to avoid the sales process entirely.
- deleted 12y ago[deleted]
- justincormack 12y agoNo, think beyond how they are now. For a start it is a high risk event because it is a big event, mainly because of the sales, it could be sold gradually. Also more data would mean that valuation was easier.
- foobarqux 12y agoSelling gradually doesn't do anything and makes the entire process far more complicated and time consuming, as well as potentially pissing off investors. As for data, it isn't something that has been lacking. Moreover, IPOs aren't priced according to valuation (though sometimes bankers reverse engineer a valuation to satisfy a price).
- zeratul 12y agoS.A. is talking about general-purpose AI (position 2 in the RFS). This means processing natural language. There is a lot of progress but it's just slow so it's almost invisible. Also it's a very difficult field of science. Now you need to be proficient in AI, machine learning, computational linguistics, linguistic corpora research, cognitive sciences, statistics, and sometimes physics if the text changes over time. Of course, you also need to be a good programmer. This combination of skills is very rare. Thus, very slow progress. I suggest to start with well defined practical problems. For example, no one seems to do much with user generated reviews. There is some sentiment analysis but that is just a binary text categorization problem - not even close to general purpose AI. It would be much more interesting to show a seller a time ordered stream of clustered reviews that depict only the most representative review for each cluster. This way a seller can see how his/her fixes/changes impact user reviews. Also it would be a great source for features and bug fixes requests. This is an ideal testing bed for clustering, novelty detection, categorization and mild inference. The inference is required because of sparseness of data. This would create a good data set for a more general purpose AI. We would have reviews and text documenting changes and improvements of a new version of a product. Now the computer could start learning the dialog between users and product developers. Then, we are just one more step from statistical inference based question-answering system. Not a brute force system like "Watson" or a hand crafted rule base system like "Siri". [EDIT:] I was thinking more about a decision support system that can recommend product changes. But in a way that maximizes customer satisfaction and minimizes the cost of implementation. The dialogue between past changes and customer reaction would give us the surface that needs to be optimized. This would generalize well to other domains where there is a text for request and a text for response - just to name one: clinical text in healthcare (position 5 in the RFS).
- AndrewKemendo 12y agoI have stated this previously to the AGI community and think that the way to go is that QA recommendation engines will be the first killer app for AGI. Not recommendation like the ones you see now with the "others who bought...", but ones that look more like "concierge" QA services. From what I understand from speaking with Selmer Bringsjord, Bloomberg has an outstanding internal QA system, so there is progress, the trouble is that it's all behind corporate firewalls. There was a silly little online game that came out a few years ago called Akinator [1] that would "guess" a public personality and did so by "learning" based on user inputs - very naiive implementation of CTL but gets the gist of how you can implement a mock AI to get damn good results. If you did a little delphi to stack the initial deck of results, say for a car buying QA recommendation service, I think you could have a pretty powerful tool that could be replicated across services. [1]http://en.akinator.com/ http://en.akinator.com/
- startupfounder 12y agoEnergy generation, transmission, storage and consumption technologies are the opportunity of our lifetime and it is great to see Energy as #1 on this list (though there might not be a correlation between rank and YC weighted importance). Generation - Solar & Wind Transmission - Distributed Grid Storage - Batteries Consumption - Electric Vehicles > We believe economics will dominate - new sources must be cheaper than old ones, without subsidies, and be able to scale to global demand. The world uses a huge amount of energy and it is vital that any technology is 1.cost competitive and can 2.scale on a globally. These are no small feats, but like Airbnb the assets already exist, but our access to them does not. This is a distribution and financing problem, not a creating new technology problem.
- bravura 12y agoAn important trend is the API-ification of everything. As more and more businesses are accessible with a web API, the Internet becomes more and more powerful. I'd like to invite people to try the early release of Empire API, which is one API for every enterprise SaaS: http://empiredata.co http://empiredata.co Empire is an API for accessing enterprise SaaS services such as Salesforce, Zendesk, Google Apps, etc. It provides a uniform, database-like interface to every service that it supports. Empire makes it easy to integrate data from multiple enterprise services into your own enterprise app. You can click Login to create an account, and we'll send you an API key. Or you can just sign up for the mailing list.
- zwegner 12y agoSaaSaaS? ...which of course leads to the general form, S(aaS)^n.
- bravura 12y agoAlternately, it's an API of APIs. We're hoping that S(aaS)^n = SaaSaaS for n >= 2, and we can prove by induction that ours is the last enterprise API you need to learn ;)
- ollieglass 12y agoInteresting premise, but I can't see a list of services you support on your site. Do you have such a list?
- bravura 12y agoCheck out the Services section in the docs: http://empiredata.com/doc/ http://empiredata.com/doc/ We currently have integrations with Salesforce, Hubspot, Gmail, Google Spreadsheets, Zendesk, Mailchimp, Stripe, and CallRail. If there's another integration you need, feel free to email us: hello at empiredata dot co [edit: I have added the current and upcoming integrations on the home page: http://empiredata.co/#supported-platforms http://empiredata.co/#supported-platforms]
- saosebastiao 12y agoI think you really shortchanged the section on transportation by only focusing on personal transportation. The real opportunities are in commercial transportation and logistics. The US spends more on truck logistics every year than the market cap of the top 5 global car manufacturers combined. And the trucking industry is only 50% of the total logistics contribution to US GDP. Even a mildly successful startup in a tiny niche of logistics could result in a wildly profitable company.
- rcarrigan87 12y agoIt seems like driverless trucks are likely to come to market as a precursor to mass consumer adoption. Trucking as we know it will be deeply changed.
- AndrewKemendo 12y agoI'm really glad to see AR on the list, we are excited to be at the inflection point of that medium.
- edawerd 12y agoIt's interesting to see the progression of YC's RFS over the years. The ideas behind the new RFS seem to driven by fundamental problems of society, not just market opportunity.
- ycskyspeak 12y agobits v/s atoms anyone?
- nerfhammer 12y ago> It’s not a secret that saving money is hard, and that people tend to be bad at doing it. The personal savings rate has largely been falling since the early 80s. There already several startups in the "personal saving" space largely based on index funds, though some of them have large minimums. Complex schemes may not be worth the effort for those with only a few bucks to spare: https://www.wealthfront.com/ https://www.wealthfront.com/ https://www.betterment.com/ https://www.betterment.com/ https://www.futureadvisor.com/ https://www.futureadvisor.com/ It would be cool if Vanguard had an API so we could do the same thing open-source rather than incurring the extra management fees from these companies which are mostly based on Vanguard funds.
- lnanek2 12y agoI think you are kind of missing what the hard part is for many people, which is not choosing where to put the savings, it is choosing to save at all. Many live paycheck to paycheck, even go deep into debt on credit cards and payday loans. There's a whole broad class of apps like Mint, where it will show you all your costs and income and give you tips about how to reduce your spending, save more, refinance debt, etc.. Then there's a whole broad class of lifestyle apps that could be written, like a saving social network where you are socially rewarded for not spending a lot, win status in a game, etc.. E.g. maybe an app where you make a bet with a friend, if you spend under $100 on food this week, they owe you $100, and vice-a-versa. That would keep you both watching your spending and actually having something to save.
- nerfhammer 12y agoNotwithstanding as written YC's description seems to match exactly what these companies are doing: > Most people either pick individual stocks and bonds and expose themselves to high volatility, or pay very high fees to mutual fund managers and lose to the index anyway. Most people are also non-experts when it comes to portfolio rebalancing and tax optimization. > This seems to us like something software should help solve. We’d like to see new services that make it possible to invest in super low-cost index funds (in a normal account or a retirement account), do some customization around individual stocks, and otherwise set it and forget it. Basically exactly what those companies are doing.
- yaur 12y ago> Celebrities now have direct relationships with their fans. I have a side project where I am aggregating celebrity generated content and one of the things that surprised me, though it really shouldn't have, is how bad the underlying content is. New tools aren't really going to help here beyond creating an incentive for celebs to create better content.
- mbesto 12y ago> We want to fund companies that have the potential to create a million jobs. I still am curious about this one. Is there any startup that has successfully done this in recent history? Keep in mind, there is a big difference (IMO) between creating new jobs and shifting existing ones.
- silencio 12y agoLots of startups are creating or shifting lots of jobs, but I'm not sure they're the right kinds of jobs. I wish that that was explicitly mentioned. I'm not sure the creating/shifting is a big problem as much as it is just what the job is. For example, all the rideshare companies are creating jobs, but if they're working longer and longer for less pay like the drivers are claiming, then I don't know if that's a good thing. Homejoy and Handybook etc. take a big cut from what I can tell, to the point that I'm considering just getting a cleaning company/individual directly instead of going through the convenient middleman. Alfred, the latest Disrupt winner, is just like huh? How is that supposed to pay more than minimum wage? Plus everyone loves the contracting workaround, which tends to benefit companies more than the contractor. Even the one company I can think of that doesn't seem to be too bad - Instacart - contracts as far as I can tell. My side biz is owning a burger shop and I'm trying to pay more than minimum wage and giving out overtime to share what little wealth I have - and it makes me really happy when I see my employees happy and buying new iPhones and MacBook Airs. Would be nice if others followed suit. Not just a startup problem either... it's a potentially huge reason as to why Americans don't have disposable income any more. :/
- vonklaus 12y agoI think if you look at an ecosystem as a whole the. It has happened. Google is a good example. The actual enterprise has thousands of jobs but has created over a million. You have upstream hardware manufacturers and downstream developers. There is SEO, advertising, X-Prize, managed services, etc. If someone deleted google today the net loss to jobs would probably be well over 1m jobs.
- mbesto 12y agoIt's a good point. I was also thinking SalesForce too, but then thought to myself "actually I know tons of former SAP people who now just work for SalesForce/partners and thus just shifting the jobs elsewhere". Selling CRM software in 2001 is not dissimilar to selling SaaS CRM in 2014. I'm genuinely curious about YC's mission here and some examples. I'd love to position a concept towards that goal but can't quite grok it.
- bfe 12y ago"What comes after programming languages?" Maybe somewhere in the direction Meteor and Light Table are heading?
- joeguilmette 12y agoHmm... No photo sharing apps? SnapChat for X?
- mqsiuser 12y agoENTERPRISE SOFTWARE > Making The Expensive Cheap: I have been working (and still am working) with incredibly expensive software from IBM. Now it's somewhat trivial what it does and I have open sourced it (http://www.use-the-tree.com http://www.use-the-tree.com). Feel free to contact me. My dream is to find a team, apply to YC and crush IBM (I am somewhat serious).
- deleted 12y ago[deleted]
- dobbsbob 12y ago>Hollywood 2.0 Actors are now being hired based on the amount of followers they have on twitter. If you have a lot of worldwide followers you're guaranteed to be casted since that's where all the money is these days. >Government The problem with this is dealing with government technocrats who will never deploy your software as is and will demand all sorts of complexity, basically creating the same garbage they were using before. If you can somehow survive this insanity there are gigantic contracts up for bid, for example many post offices are using Microsoft Mobile devices and looking into some kind of wearable scanner that doesn't charge hefty MS licensing fees. Then there's the Integrated Case Management software contract for $182 million that still doesn't work http://www.vancouversun.com/technology/government+million+computer+system+just+work+with+video/9840193/story.html http://www.vancouversun.com/technology/government+million+co...
- dasmithii 12y agoThis a surprisingly promising list of ideas, especially for an incubator to suggest. Things like internet infrastructure, ideally, are in the non-profit sector. And though YC does fund non-profits, I can't imagine they'd be happy with a swarm of unprofitable applicants coming in next round.
- bfe 12y agoGiven sama's enthusiasm for SpaceX, including as a "great example" in his blog post on the original new RFS, it seems unambitious for the RFS to mention space only in the context of robots and science.
- wj 12y agoIf anybody is working on the financial services one I would love to talk to you about it. My day job is in that industry and I think there is a ton of room for innovation. Sometimes it is hard to convince people in the industry of that as they retain the ideas they came up with. I recall hearing somebody say in a talk (or maybe on Twitter) recently that industry disruption happens from people outside of the industry rather than people inside the industry. Ultimately I think something that provides a whole financial picture is what is needed (I think Learnvest is trying to do that). I picture something along the lines of a combination of Credit Karma, You Need a Budget, and Vanguard as being the way to go. My email and twitter are in my profile if you would like to talk.
- johnobrien1010 12y agoReading the new list of Y-Combinator “Requests for Startups”, the Financial Services request really resonated with me. Probably the best investing advice for people is really straightforward; you need to start saving now in order to reap the benefits when you retire. A set of simple questions, such as your age, whether or not you are contributing to a 401k, and your net worth would probably get you 90% of the way there; from that information alone, most investing advice would follow based of basic mortality statistics, historical stock market performance, and the average retirement age. The hard part is to start putting money away; that is, to start saving a significant portion of your savings and investing them in the market. One way to do that might be to make it a one-time decision. What if there was a site where in order to sign-up you were required to setup direct deposit to special investing account? The investing account would, in turn, take a percentage of your salary, and invest it in age-appropriate index funds. The remainder would be re-deposited into a person’s local checking account. That way, it would feel like you only had the net amount that ends up in your checking account, and the invested amount would be removed before you had a chance to contemplate spending it. A setup like this is something that someone could easily do for themselves using a discount broker, but a site that would more or less make it a one-time decision could be really helpful, because it would remove much of anxiety and education that a person typically has to go through to get this right.
- mladenkovacevic 12y agoI have a governance/citizen participation startup that I will be applying with in 2020 according to my current progress speed.
- pja 12y ago"lightweight, short-distance personal transportation is something we’re interested in" I think that's called the bicycle. (Of course there are plenty of barriers to people actually using the things, especially in the US, but those have little to do with the machine itself and everything to do with the social context in which it's used. If a startup can manage to solve those problems then more power to them. Start by talking to the Dutch perhaps.)
- rhspeer 12y agoFor Education, I really like this approach: https://www.kickstarter.com/projects/davinci-flight/davinci-flight-design-fly-and-3-d-print-your-own-p https://www.kickstarter.com/projects/davinci-flight/davinci-... Learn by making awesome things to solve problems, then attach rockets and see what happens. It's a good approach, that's more fun for all and more accessible to folks that don't learn from the book & lecture model well. I really like the prototype, simulate, 3D print approach. Being able to take home a flying model at the end of a lesson is just awesome. Full Disclosure: Chris, the lead on the project, has been one of my best friends for the last 25 years so I'm biased.
- graycat 12y agoWhat about the YC motto "Make something people want."? I mean, reading over these requests, my guess is that, while some of them, if successful, would help lead to a better life for nearly everyone and save the world, so far not many people would "want" the results in the sense needed by a startup. Some of the requests are nearly hopeless: E.g., the US Federal Government via DoE, NSF, and NIH have been spending billions on research in energy and medicine for decades. The idea that a YC start up could do a lot better makes most long shots look like sure things. Next, a lot of these requests ask for some darned challenging research projects, and just a research project is one of the worst insults passed out by the venture capital community. Instead, no matter what the Web sites of early stage venture firms suggest, such firms want to see traction, not research projects, not even projects to write software for research already successfully done, not even to go live with software already written from research projects already done. Example? Okay, want a research project to solve a big problem? Okay, consider security and reliability of the complex systems of large server farms and networks. We'd like to do better, right? For this, the first step is essentially near real-time monitoring for ASAP detection. So, we want detectors. First big problem is getting a good combination of rates of false alarms and missed detections; I'm correct here; think for a few minutes and otherwise trust me on this one. Or, we're trying for a good combination of false positives and false negatives. Or for a good combination of Type I and Type II error. Right, you guessed it, oh how you guessed it: Such detection has just two ways to be wrong -- a false alarm where we say that the system is sick when it is healthy and a missed detection where we say that the system is healthy when it is sick. Inescapable. Have any doubts, then think for two minutes. With me again now? Okay: So, right, such monitoring and detection is a case of ASAP, essentially real-time, statistical hypothesis testing. I know; I know; you don't want anything that is just statistical. Neither do I. Tough stuff. We're necessarily, inescapably stuck-o never the less. Or, want a detector with no false alarms? Got that one for you -- just turn off the detector. Want a detector with no missed detections? Got one of those, too -- just sound the alarm all the time. Yes, some detectors occasionally make correct detections and have essentially no false alarms, but such detectors will detect only problems of a very narrow kind and otherwise have a high rate of missed detections. Arguing is futile -- the hard stuff isn't here, and I'm correct here. We're talking research here, like YC now seems to want to see, and research can be tough stuff to swallow. Keep reading .... Now, what the heck to do about this? Okay, we've got some good news that, right Andreessen Horowitz should understand quickly: We can get data on each of several variables, maybe dozens or hundreds, at data rates of a point each few seconds up to hundreds of points a second. At a big, complex system, we're talking big data. So, we want our statistical hypothesis test to be multi-dimensional. Sure, go to the library and find a lot of those, right? Wrong. You won't find much. Next, most of the material you see on statistical hypothesis tests wants the probability distribution of the data when the system is healthy. Tough since for these complex systems there's no theory that will give you means of finding such distributions (we're talking multi-dimensional), and, even with big data, anything like accurate estimates of multi-dimensional distributions is agony with the curse of dimensionality. So, now what? Okay, we want to be distribution-free, that is, have a statistical hypothesis test that makes no assumptions about the probability distribution. So, how many multi-dimensional, distribution-free statistical hypothesis tests did you find in the library? Not a lot. Maybe the only ones you found were mine. Mine? Yup. But, when the dust settles, we do get a (large class of) genuine statistical hypothesis tests that are both multi-dimensional and distribution-free. So, right, with meager/standard assumptions, as is standard we can calculate false alarm rate and set it in advance and get it exactly in practice. For detection rate, as is usually the case we don't have enough data to use the best possible Neyman-Pearson result, but there is good reason to regard the detection rate as relatively high. So, any large server farm or network doing important work and interested in security and reliability, , that is, nearly all of them, will be interested, right? And any VC firm, too, right? Nope. Don't hold your breath waiting. I only wrote nearly every information technology venture firm in the country, indeed, some months before the bubble burst in 2000. Responses? Even during the days of big bottles of Wonder-Bubble, none or f'get about it. Lesson: Research, even for a big problem at important enterprises, even done research, even with algorithms to make the computing fast, even with prototype software running, even with a research paper that passed high quality peer review, doesn't get venture funding. I learned that lesson. Here HN and YC can learn it now or learn it later. Now is easier.
- tsax 12y agoHuh? This looks like a laundry list of everything, not a specific request.
- jblow 12y agoI am very happy to see this list. I came to Demo Day in 2010 (as an investor) but left without investing in anything, because I was so demoralized by the way it seemed everyone was trying to start lame web sites doing relatively trivial things. If Demo Day looked like the stuff on this list, I'd be banging down the door to get in again.
- pinaceae 12y agobut no mention of photosharing? videosharing? the current YC batch had this smuggling startup, where is the black market stuff? great marketing, kudos.
- _tlf7 12y agoThis is a great list! Our startup, Glassbreakers, is focused on diversity and enterprise software to help women within organizations find mentors- applying for YC's winter batch!
- bambax 12y ago> HUMAN AUGMENTATION Oh yes, yes, yes. Everyone is talking about the quantified self but human augmentation would be so much cooler. I don't care if a watch can tell me my heart rate at all times (I know when my body is tired, or out of breath, because I live in it!!!) But there are so many senses that I would like to have; for example, be able to always know where the North is relative to me. A device that would let me feel the North would be so cool and useful (I wear a Tissot T-Touch for that reason, but it's a very poor solution to this problem). I think I heard the Apple watch will be able to do this, in some cases; but it sounds like an afterthought. I would pay serious money for a wrist bracelet or some other wearable that would do only that, but do it well.
- Balgair 12y agohttp://archive.wired.com/gadgets/mods/news/2006/06/71087?currentPage=all http://archive.wired.com/gadgets/mods/news/2006/06/71087?cur... Watches and wearable things are just the tip there. The issues with implants is that they are 100% against the Hippocratic oath. No doctor would ever do one if you are healthy. Implants are a long way off, and wearable enhancers may ease the road to them, however a new ethical system for doctors, or an extension of doctors without such oaths, would be required. Think about it for more than 30 minutes, it gets heeby jeeby real quick.
- bambax 12y agoBefore implants one could build sense enhancers that are just worn, not "plugged in". Running shoes are "capability enhancers" that don't involve a doctor unless you're running professionally. Glasses usually involve a doctor but you can buy simple ones without seeing an ophthalmologist. A simple device that would buzz on your skin isn't "medical".
- ig1 12y agoNo different from Breast Implants or other enhancement surgeries which are already mainstream.
- catshirt 12y agothe only thing more exciting than new senses is improving our current ones. the sky is the limit once we have strong understanding of how our brain interprets its inputs. replace your eyes with cameras (20/20 vision, ability to see "invisible" frequencies, night vision, 360 degree vision). replace your ears with microphones (hear "invisible" frequencies). if we can do that, we can also directly input synthesized sources (think oculus rift without the headset. or your iPod without the headphones.) granted, if we can do that we've built the matrix sans software and at that point all bets are off. not that I think it's a bad thing, a body is a pretty shitty vessel for a consciousness. im not sure we will have such a reliable interface in my lifetime, but it's amazing to live in a time where it seems completely possible.
- npostolovski 12y agoBest RFS yet. Well done Y Combinator. I hope this orients more technical people toward problems that really matter.
- deleted 12y ago[deleted]
- pbiggar 12y agoNice to see programming tools listed here. In 2011, investors couldn't've cared less. That description could almost have been written for CircleCI: "delivering software continuously" and "better software, faster". That said, I had more success building what wasn't in the RFC (dev tools in 2011), than what was (journalism stuff in 2010).
- kibaekr 12y agoIt would be awesome if programming could actually be as easy as you imagine it to be in your head. Any non-tech person could program in their head: When this happens, do that, except for when this happens. It's more of the hidden bugs and shit just not working for no reason that makes programming so difficult and frustrating, but if there was a way that things would "just work," that would be game changer.
- jacques_chester 12y agoI am not so optimistic: http://worrydream.com/refs/Brooks-NoSilverBullet.pdf http://worrydream.com/refs/Brooks-NoSilverBullet.pdf
- ivv 12y agoThere used to be an advertising category in the previous version of this document. Wonder why it has been dropped. Did the field get too crowded? Are the existing solutions adequate?
- Joshyuen 12y agoWe should be able to comment on start-up requests if we are involved in a start doing specifically what is mentioned in the request. This way we can help expand start-up awareness!
- mbenjaminsmith 12y agoIf anyone is interested in exploring ideas for SE Asia email me (in my profile). I'm based in Bangkok and have 15 years of experience living and doing business in this part of the world. I have a network and access to capital but would be interested in finding some fresh blood to help me execute.
- miguelrochefort 12y agoWhat YC is really looking for is a better language or communication framework. In practice, this probably means something like a "Semantic Marketplace + Contract and Reputation Management". When are they going to explicitly ask for it? I don't know. Time will tell.
- dhillonj 12y agoMaybe something related to "Fixed the current problems?"
- deleted 12y ago[deleted]
- kfcm 12y ago(US-based comment.) While a great list, the mistake is being made of assuming disruptive startups (through technology, business processes, or both) will solve problems in several of the sectors. Some being Healthcare, Pharmaceuticals, Energy, Transportation & Housing, Telecommunications, and--most of all--Government. It's not because smart people haven't developed solutions to the problems they see in these sectors. It's that government--through policy and/or bureaucracy--often prevents those solutions from being implemented. For example, I have family who are in the pharmaceutical industry. PhDs and all. The amount of money spent on the bureaucratic steps to obtain government approval (FDA and others) to bring a new drug to market is the vast majority of development costs. I won't even go into my experiences working with various levels of government on technology projects. Suffice it to say, never again. You want great, efficient solutions to hard problems? Get government out of the way. Government involvement hinders progress, and makes what progress there is extremely expensive.
- orky56 12y agoRegarding enterprise, our approach with Catalist is a combination of 1. (Making the Expensive Cheap) & 3. (Digitizing Every Industry). We are providing companies with easy-to-use solutions based on the basic systems they understand. Half our companies come from competitor's tools while the other half are just getting started with a tech solution for their general workflow. Our hypothesis is that majority of workers wear multiple hats and spend more time figuring out what to do by assessing their responsibilities across multiple tools. We give these workers and their teams one place to address their system. This gives everyone on the team a clear idea of what actually needs to be done with full context. Our favorite use case is a medical office that has made the jump to EMR. Much of their data is digitized but there is little benefit directly to them. However, once that digital data becomes a part of their workflow they actually see the benefit in it. We are trying to think more generally about each of these problems and providing guidance to our individual customers specific to their vertical. Although it may seem we are still finding product-market fit, the small business market is always fragmented and diverse so this is just the reality of the situation.
- agorism 12y agoTruthcoin satisfies 8 of the 22 requests: https://github.com/psztorc/Truthcoin https://github.com/psztorc/Truthcoin my implementation: https://github.com/zack-bitcoin/Truthcoin-POW https://github.com/zack-bitcoin/Truthcoin-POW Science/Drug development: truthcoin allows for a new method of funding public goods that is far more impact per dollar than taxes. Government: http://hanson.gmu.edu/futarchy.html http://hanson.gmu.edu/futarchy.html One million jobs: Successful traders can do it as a job. Every job that involves nothing more than decisions making can be replaced by a trader. Doctors, Governors, CEOs, various boards and counsels, Congressmen, Supreme Court Judges, etc. are all in danger of being replaced by anonymous, potentially uneducated, traders. Diversity/Developing Countries: It will give modern financial instruments to everyone with internet connection. Insurance to hedge everyone's risks. Enterprise Software: prediction markets are very unconnected today. Each business has a separate in-house prediction market built. They have to be heavily regulated. Truthcoin makes prediction markets as available as google or facebook. Financial Services: prediction markets are a financial service. They are illegal. Use of a blockchain circumvents the law against prediction markets.
- desireco42 12y agoI was sure you will not cover human mind augmentation, which possibly is the easiest and more difficult to improve, but here it is, fairly vague described, but there.
- chris123 12y ago"New Ways to Distract People From Building Startups to Disrupt Existing Our Startups/Investments"
- dang 3y agohttps://web.archive.org/web/20140913011148/http://www.ycombinator.com/rfs/ https://web.archive.org/web/20140913011148/http://www.ycombi...