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      "body": "Congratulations @darbsllim! You received a personal award!\n\n<table><tr><td>https://steemitimages.com/70x70/http://steemitboard.com/@darbsllim/birthday3.png</td><td>Happy Birthday! - You are on the Steem blockchain for 3 years!</td></tr></table>\n\n<sub>_You can view [your badges on your Steem Board](https://steemitboard.com/@darbsllim) and compare to others on the [Steem Ranking](https://steemitboard.com/ranking/index.php?name=darbsllim)_</sub>\n\n\n###### [Vote for @Steemitboard as a witness](https://v2.steemconnect.com/sign/account-witness-vote?witness=steemitboard&approve=1) to get one more award and increased upvotes!",
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      "body": "Is there anyone working on either a decentralized deep learning algorithm, or a consumer facing app that uses AI to help people diagnose themselves?\n\nMy wife was just diagnosed with CVID a couple of weeks ago, it's like AIDS except it's not Aquired, it's part genetic and part environmental - but it's a rare primary immunodeficiency disease.\n\nShe's had this her entire life. She's 33 years old, a wonderful mother to our 5 year old daughter, and beautiful singer, actor and writer. She was misdiagnosed 3 or 4 times, most recently she was eating gluten free for the last 8 years because she was diagnosed as celiac disease.\n\nShe's lost most of her hair over the last 6 months and has been in the hospital 3-4 times this year. It turns out, she never had celiac, she has always had CVID.\n\nWhere Deep Learning fits in. My wife should have been diagnosed in her childhood years, in fact, all it would have taken was a simple blood test to measure her antibody levels, and an Immunologist appointment.\nWith all of her symptoms, her medications and blood test results - a deep learning algorithm would have been able to suggest a proper diagnosis in a few minutes instead of the 30 years that it took for her to get properly diagnosed by just letting doctors do their thing.\n\nThe problem with diagnosing rare diseases: CVID affects 1 in 25,000 - 50,000 people, it's a rare disease where patients present with a myriad of symptoms and autoimmune problems. It's hard to get a correct diagnosis because a patient typically sees many different doctors to treat the different types of symptoms, and they don’t typically share information efficiently - nor do they have an incentive to properly diagnose her.\n\nThere should be a visually appealing, easily marketable app that combines machine learning and crowdsourced input from app users to give the \"hot/cold\" direction that will greatly improve time to diagnose these \"zebra\" cases.\n\nThe average lag time for CVID diagnosis is 6-7 years. This is common with most rare diseases. If my wife was diagnosed even 2 years ago, she would not have lost all of her hair.\n\nThe treatment for my wife’s condition is IVIG every 2-4 weeks, and it greatly improves quality of life and life expectancy. The earlier a rare disease is diagnosed, the better the quality of life.\n\nThe problem with doctor-facing AI solutions: I see that there are some machine learning startups, but they are mostly targeted towards health professionals. There’s resistance from doctors to adopt AI.\n\nThe problem is that this technology needs to be available for the patient, not just doctors, and not just specialists at John Hopkins or the Mayo Clinic.\n\nNobody is going to be as motivated and investing in someone's health as the person and their loved ones. Quite often, patients with diseases become more knowledgeable than the specialists treating them for the disease.\n\nThere’s a lot of knowledge to be tapped into there from the 'zebras' themselves.\n\nPotential barriers to a centralized organization providing this solution: The FDA and drug companies are resistant to technologies that allow users to diagnose themselves. 23andme ran into issues with this. They just finally got FDA approval in October to start helping people agian (http://www.popsci.com/23andme-gets-fda-approval-for-direct-to-consumer-genetic-tests)\n\nSome existing projects: A friend who sold his company to Salesforce for 70 million dollars introduced me to this TED talk shortly after my wife was diagnosed, where Jeremy Howard explains how deep learning works, and it’s potential applications: \n\nhttps://www.ted.com/talks/jeremy_howard_the_wonderful_and_terrifying_implications_of_computers_that_can_learn?language=en\n\nJeremy's company Enlitic is using deep learning to help doctors come to a proper diagnosis faster, currently only focusing on radiology. Again, it's just doctor-facing.\n\nwww.findzebra.com is a search engine that you can input your symptoms, it uses something similar to deep learning to suggest possible health issues, but it doesn’t use AI. It crawls and indexes only curated medical sources.\n\nJeremy Gardner & the Augur guys introduced me to www.crowdmed.com which is a great solution for diagnosing rare diseases, but costly.\n\nCrowdMed is a site where you tell your story, and then it uses crowdsourced knowledge to come to diagnosis suggestions. You pay a monthly fee of $299 - $749 a month, and then “medical detectives” investigate for you, and their predictive market algorithm ranks what the detectives submit.\n\nVitalik Buterin of Ethereum told me about www.numer.ai which is a competition that uses homomorphically encrypted machine learning to let people try to predict the stock market. It’s a way to anonymize data, to alleviate some concerns about people’s medical data being publicly available.\n\nXprize even has a $5 million dollar prize up with IBM Watson for AI http://www.xprize.org/ai\n\nThere's also openai.com, with names like Elon Musk & Sam Altman attached, it's a non-for-profit with a billion dollars committed, but they haven't yet released what their focus is.\n\nPotential solution to being blocked by FDA etc: Decentralized deep learning on a blockchain, where users are rewarded tokens for providing the hot/cold and running the network. Think ethereum, bitcoin, etc.\n\nIn my limited understanding of machine learning, it seems that for a deep learning algorithm to learn, humans need to give it hot/cold inputs to the correlations it comes up with as it compares datasets (Jeremy’s ted talk video explains that)\n\nMy theory is that a decentralized deep learning algorithm on a blockchain could be built where the people giving hot/cold inputs are awarded with a token for doing the mechanical turk style work. When consensus is achieved, the people who were correct get rewarded. Similar to how Augur’s reporting system works, or bitcoin’s proof of work.\n\nIf users are rewarded for giving correct hot/cold inputs to help the deep learning AI learn about subjects, there’s a financial incentive to keep the network running.\n\nCompanies, individuals, universities, etc could tap into the algorithm to use it for whatever purpose they want - and they would pay to use it.\n\nIE I want to build an application that uses deep learning to help diagnose rare diseases so people like my wife don’t have to suffer going undiagnosed and untreated their entire lives. I would pay to have the algorithm learn about the human body, how it works, diseases, treatments, etc. The users of the network get paid to \"train it” with hot/cold inputs.\n\nIs there anyone working on anything like this, whether it’s centralized or decentralized?",
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      "body": "<html>\n<p><img src=\"http://ei.marketwatch.com//Multimedia/2015/12/18/Photos/NS/MW-EB647_worldm_20151218114603_NS.png?uuid=d323a6e8-a5a6-11e5-8513-0015c588e0f6\"/></p>\n<p>\nhttp://www.marketwatch.com/story/this-is-how-much-money-exists-in-the-entire-world-in-one-chart-2015-12-18\n\n</html>",
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      "author": "darbsllim",
      "body": "good call - I changed the ending to point out the possibility of a rise in price, and to state that I will buy back in if the price starts rising.",
      "json_metadata": "{\"tags\":[\"ethereum\"]}",
      "parent_author": "shoraibit",
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      "body": "@@ -2795,35 +2795,144 @@\n elps\n- someone avoid a major loss\n+.%0A%0AOn the flip side, I'm a trend trader, so if I see the price of ETH start to rise, I'm going buy back in once it hits a new 3 day high\n .%0A%0Ah\n",
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      "body": "@@ -4,16 +4,17 @@\n the \n-contrary\n+flip side\n , a \n",
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      "body": "On the contrary, a successful hard fork will re-introduce confidence into the system. Keep in mind that Ether already suffered a 50% drop following the disruption, so the concerns that you point out may already be baked into the price.",
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      "author": "darbsllim",
      "body": "I've been in bitcoin since 2011, and I've been trading altcoins since 2013. I caught a lot of major rises along the way, lots of 10X - 100X moves.\n\nI'm not a TA guy, in fact I had no trading experience before trading crypto currency. I've developed a feel for the altcoin markets...thankfully I'm right more often than I'm wrong, which is why I'm still trading =P\n\nI've developed a trend following trading style over the years - I don't get attached to any specific coin ... however, for some reason I broke my rules with Ethereum and I am over-exposed to the upcoming hard fork.\n\nThat's why I'm selling all of my ETH today.\n\nSince I'm not a technical analysis guy, or a fundamentals guy, I am taking my advice to get out of ETH before the hard for from some traders I trust in a couple of skype mastermind groups I'm in.\n\nThe consensus seems to be that there's too much uncertainty with the hard fork.\n\nReason 1:\nThere very well could be 2 winning chains in the end.\n\nThe chain with the most work will be supported as the official \"Ethereum\" chain by the exchanges (Kraken, Poloniex, etc) however the other chain is probably not going to just die off.\n\nThat unofficial chain that does not have the most work will probably live on...the people on that chain will hold their value and they will abandon the main chain. There's pressure on Kraken and the other exchanges to provide a trading market for the Ethereum chain that doesn't win.\n\nWhat does this mean?\n\nWell, it means that the value of the ETH token could be easily split in half. Half on the main chain, and half on the unofficial chain which ends up being supported by exchanges (if there's enough miners supporting it, and pressure on the exchanges.)\n\nWe could easily see $6-$7 tomorrow (0.010/BTC) if panic sets in. The chart shows some very large buyers at $5, which really means that there's some large profit taking shorts at $5. The smart money is lining up to short ETH, betting that it will drop significantly in the next week.\n\nIf the bottom falls out, it will drop fast, just like it dropped from $20 to $10 last month after the DAO exploit news came out.\n\nThis scenario of a 50% drop in value is not even factoring in The DAO, where the lead developer just quit.\n\nReason 2\nMore than 12 million ETH is going to be released back to people who bought into the DAO.\n\nThink about that. \n\nIn the next 4-5 days, an additional  $120,000,000 worth of ETH tokens will be back in the hands of nervous ETH investors who will most likely want to exit for USD or more likely, BTC.\n\nThe 24 hour volume of ETH is around $13,000,000 - so even if  only 10% of the DAO ETH gets placed on the market, what do you think will happen to the price?\n\nThere will be a lot more selling than buying, and the price will probably go down.\n\nI hope this helps someone avoid a major loss.\n\nhard fork count down:\n\nhttps://slacknation.github.io/medium/11/11.html",
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      "author": "pharesim",
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      "author": "logicwins",
      "body": "@@ -1,65 +1,6 @@\n I \n-am also struggling to find my place with Steemit because I \n love\n@@ -8,16 +8,27 @@\n the idea\n+ of Steemit\n .  I hav\n@@ -29,16 +29,19 @@\n  I have \n+a  \n blog and\n@@ -470,9 +470,36 @@\n few days\n+ so my steem power is small\n .\n",
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      "author": "logicwins",
      "body": "I am also struggling to find my place with Steemit because I love the idea.  I have blog and I will experiment with posting my drone photography content here.  I am also a trader by profession so I want to explore the market making opportunities.  I like the community and will try to be a part.  However, the economics of the whole thing seems a bit strange with many possible unintended consequences.  I am going to snuggle up with the white paper very soon.  I was a \"late adopter\" and only started in the past few days.",
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      "voter": "rushd",
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      "author": "nobodyishome",
      "body": "Its all about steem power, the more steem power a user has that upvotes a post or comment the more that is rewarded.\n\nSo it is about attracting those with more steem power if one is to look at steemit as a money making endevor.",
      "json_metadata": "{\"tags\":[\"steem\"]}",
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      "author": "godcomplex",
      "body": "@@ -1,8 +1,9 @@\n+%5B\n Value is\n@@ -14,16 +14,75 @@\n jective.\n+%5D(https://en.wikipedia.org/wiki/Subjective_theory_of_value)\n  Just be\n",
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      "author": "godcomplex",
      "body": "Value is subjective. Just because you don't perceive that you provided value it doesn't mean the people who voted up your content didn't gain something from consumption of your content.\n\nObviously you provided **8.50 of value**. Fair is fair.",
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      "author": "daf",
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      "body": "I see the marketing hook here. Get paid to share content. Reddit on a blockchain. Your upvotes and your content can generate you revenue.\n\nIt just doesn't seem scalable, nor does it seem to make sense at current levels.\n\nI am just as excited to see true micro-transactions and micro-tipping come to fruition... but when I see someone making $100 on a 3 line comment, it just doesn't make sense.\n\n I think it makes sense for people to be able to choose to give $0.05 along with an upvote, or $0.01 ... but I don't understand how users are just \"generating\" $ for posting and commenting.\n\nI want to love Steem. \n\nI want it to replace reddit as my daily go to news source.\n\nI want it to succeed and I want people to get paid for creating and surfacing great content and discussions...\n\nI just don't see how the economics of Steem are making any cents.\n\nI made 3 comments so far and my balance is $8.50 or so. \n\nI provided barely ANY value to any discussions ... how is it possible that my few comments and a couple of suggestions is worth $8?\n\nAs an altcoin trader, I understand the speculative frothiness of the STEEM cryptocurrency market on Bittrex - but as a user and an entepreneur, the dollar values I am seeing beside people's posts and comments don't make any sense.\n\nHere's a little about me so you can see where my mindset is:\n\nI'm a serial entrepreneur. I've been developing apps, games and web products since 2008. I've had millions of users play my games, and I've had top 15 overall iOS apps on the USA app store.\nI'm an avid user of reddit.\nI'm an early bitcoin adopter and I've been trading altcoins since 2013.\nI've done successful crowdfunding campaigns in the past for films and games. \nI'm a marketing specialist - social marketing, amazon product marketing, app store optimization, search engine optimization - etc.",
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      "author": "hipster",
      "body": "It is a good question :-) I promise we will. First we are going support Poloniex, for sure.",
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      "author": "marina",
      "body": "Thanks for your message. What should we do to suit your needs?",
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      "author": "hipster",
      "body": "For now the only way is to follow people behind or visit #cyberfund. There is no tag following feature yet. The following concept here on site is not developed yet but it appears in a future.",
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      "author": "creator",
      "body": "Yes, Follow the tag is a good feature)!\n@dan @ned",
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      "author": "thedashguy",
      "body": "As everyone else said, it's very young, I'm sure we'll see 3-4 new UX elements sooner than later. This is a huge project and things must be done in stages.",
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      "parent_author": "darbsllim",
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      "author": "darbsllim",
      "body": "I saw you guys switched your community to Steem, so I'm posting this here, rather than on the forums.\n\nI wanted to start using cyber.fund for my altcoin trading, but I currently hold about 20 different altcoins, and it changes frequently.\n\nThere's no way I want to manually log each of my trades and my balances to keep everything up to date ... that's a lot of work.",
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      "author": "brandonp",
      "body": "It's really only a matter of time would be my guess.",
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