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      "body": "Congratulations @arifbsrn! You received a personal award!\n\n<table><tr><td>https://steemitimages.com/70x70/http://steemitboard.com/@arifbsrn/birthday2.png</td><td>Happy Birthday! - You are on the Steem blockchain for 2 years!</td></tr></table>\n\n<sub>_You can view [your badges on your Steem Board](https://steemitboard.com/@arifbsrn) and compare to others on the [Steem Ranking](https://steemitboard.com/ranking/index.php?name=arifbsrn)_</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": "Hi! I am a robot. I just upvoted you! I found similar content that readers might be interested in:\nhttps://www.quora.com/What-are-the-possible-intersections-between-bitcoin-and-artificial-intelligence",
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      "permlink": "what-are-the-possible-intersections-between-bitcoin-and-artificial-intelligence",
      "title": "What are the possible intersections between bitcoin and artificial intelligence?",
      "body": "I think linking AI and bitcoin are a natural fit because both technologies attract alert, inquisitive young minds. Artificial Intelligence is potentially world-altering and bitcoin is set to disrupt the financial system, forcing us to redefine the concept of money.\n![1_xJ9uihFO6wBW5RfyEVbuEQ.jpeg](https://cdn.steemitimages.com/DQmdkSKw71tB93SpiNpt6HTPrTo3i827AeWBkSpkGhswqmA/1_xJ9uihFO6wBW5RfyEVbuEQ.jpeg)\nCan these two technologies be used together to change the way ordinary people invest money?\n\nLet’s take a step back and look into them as individual concepts, with respect to their relationships to investment and trading.\n\nArtificial intelligence\n\nArtificial intelligence (AI) means software that after its initial programming continues to improve its performance based on experience of the environment it has been set to ‘learn.’ Unlike in movies, where AI is characteristically portrayed as menacing, human-destroying droids, AI software has actually bettered our lives in fields as diverse as healthcare, education, safety, transportation and entertainment. In the field of financial trading, AI has been clandestinely used for two decades to generate profits for hedge funds, banks and other large trading companies.\n\nIn its early days, AI trading systems relied on human intervention to provide trade execution but since the rise of electronic exchanges, AI trading has probably changed the character of the world’s markets without the general public’s knowledge.\n\nToday, it is the hedge funds, banks and major international corporations like Goldman Sachs that are reaping the benefits from AI-based trading of forex and stock markets. These companies harness ‘deep learning’ — evolving mathematical and statistical models of prediction and probability — to forecast the short-and-long term outcomes of various financial markets.\n\nThese models, because of their nature, should be able to track the changes in market condition and therefore continue to improve their performance over time. Deep learning models aren’t concerned with the fundamentals of the underlying market. They work through pattern recognition, and like their human quantitative analyst counterparts, they seek the relationships between chart patterns and expected outcomes to generate a return.\n\nHowever, even the most disciplined human trader can be influenced by the fear of loss or greed which may change their trading behaviour. AI bots, however, execute trades consistently without emotion at lightning speed directly onto the exchange, placing and closing trades on behalf of their clients. They stick faithfully to limits, never lose discipline or waver from their assigned course based on the idiosyncrasies of emotion.\n\nDigital currency trading\n\nDigital currency trading, which until recently has been mostly centred on bitcoin, has gained momentum in recent years. Since Feb 2011, when bitcoin stood at parity with the US dollar, bitcoin has risen to where it is trading now some six years later at prices between $1,200 and $1,620.\n\nThe reasons behind bitcoin’s success are many. Coupled with its decentralised nature which protects it from all good and bad government policies, bitcoin is beginning to be seen as a viable alternative in certain countries where hyper-inflation or lack of confidence in government has rendered the local currency a less attractive alternative. Bitcoin is also becoming easier to manage, simpler to use, safer than carrying paper money and cheap enough to transact and carry, without needing an intermediary.\n\nDespite the last 6 month’s remarkable price increase, bitcoin as an asset class has its share of ills, including periods of extreme market volatility. For example bitcoin’s limited supply coupled with the inability of governments to intervene to counteract market forces means that bitcoin reacts quickly to market bias.\n\nTake for example the very recent bitcoin ETF buzz: bitcoin’s price trended northward comfortably ahead of the SEC’s ETF ruling amid growing optimism, hitting a peak of $1,327 a coin. But after the SEC shot down both the Gemini and SolidX bitcoin ETF projects, the price nosedived 20% before rallying within the month back to similar levels.\n\nIn addition, shorter term fluctuations can be seen if one looks at intraday bitcoin charts. On an average BTC/USD chart, bitcoin’s value fluctuates between 10 and 15 USD every 4 hours and sometimes quite a bit higher. For many investors, such fluctuations make bitcoin an uncomfortable investment choice. However, there are day traders who use this volatility to take tidy profits out of the market on a daily basis. These are the traders who are fixed, glued to their computer monitors and mobile screens all day long, tracking the market to enter and exit positions.\n\nYoung and volatile market\n\nSo we return to the original question: can a market as young and volatile as cryptocurrency be successfully partnered with artificial intelligence to produce a profitable outcome?\n\nWith market capitalisations in the low millions up to the low billions, cryptocurrency markets present too small an opportunity to interest most trading banks and hedge funds. They use the power of their deep pockets coupled with AI to generate massive profits from high frequency trading where an advantage of a few milliseconds over competitors can generate big returns.\n\nThis means that there is room while cryptocurrency markets are still in their infancy for AI developers to create systems that learn to identify profit opportunities in these young, highly volatile markets. And while a Goldman Sachs may snort at a market cap of 20 billion dollars, investors like you or me would be delighted with this kind of profit.\n\nWe are starting to see young talent, like the people running the Our AI Bot blog out of the UK. These types of cryptocurrency enthusiasts are coupling their Deep Learning System knowledge with innovation, imagination and an understanding of the inputs that are relevant to predicting digital currency market movement to yield what look like fairly outstanding results.\n\nBut many within the cryptocurrency space feel that the markets are moving towards the mainstream and already there are players like Pantera Capital and banks like Santander and Citibank that are looking at how to generate profits from the cryptocurrency markets.\n\nSo the window of opportunity for individuals to benefit from what AI can do in digital currency trading is probably limited. The time to look at this opportunity is now.",
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      "permlink": "explained-in-5-minutes-artificial-intelligence-bitcoin",
      "title": "Explained in 5 Minutes: Artificial Intelligence Bitcoin",
      "body": "The layman’s guide to Bitcoin and the Blockchain.\n\n![0_izAvdMLpbWn53Hgt.jpg](https://cdn.steemitimages.com/DQmcJ4kAyQtK3DgHhksHs5378sMzo2gDmdD2pYPgTc9FhkU/0_izAvdMLpbWn53Hgt.jpg)\nThe one thing that makes economics hard to understand is that there is no such thing as money. Money is just an item for trade — valuable paper, or a valuable transaction. Nothing actually has a fixed or defined concrete value. Value is a completely abstract idea. A five dollar bill is literally just a piece of green paper. We’ve just inherently developed the idea of its value because we regularly trade it in for items we believe to be worth 5 dollars.\n\nBackground: Centralized Institutions\nBanks\nYou may have heard about the 2008 financial crisis. What you probably don’t know is that the global financial impact was magnified by excessive risk taking by banks.\n\nBanks, legally, were only required to actually hold 10% of your money in liquid assets. A liquid asset is anything that can be transferred easily: cash and stocks? Sure. But a house? Not exactly.\n\n\n![1_oyftTzPL9qaCYc8z2EbcHg.png](https://cdn.steemitimages.com/DQmdaVCyo7wekKbS6jHHYsoKBJcXsEwBdfR7BoHXs9wTWW7/1_oyftTzPL9qaCYc8z2EbcHg.png)\nSo every time you put in 10 million dollars in to the bank, they’d only have 1 million out of the 10 you gave them in cash. The other 9 they’d use for investing and other purposes — they’d put it in assets that would grow in value over time. The reason they’re able to give you back 5 million when you ask for it is because there’s some other guy who’s put 100 million in the bank, so the bank has that 10 million from that guy’s money to take from to give to you. At the point where they have less than 10% total, they’re required to liquidate (read: move to cash) enough of their assets to abide by the 10% rule. (Note: the legal requirement is that the bank must keep 10% of their total deposited assets, among all their customers).\n\nOn a side note, if you’ve ever wondered why, this explains the reason why banks offer different types of bank accounts: checking accounts generally require high liquidity (because you need to withdraw frequently), so banks can’t take much and use it for investing; they need to keep it in cash. Savings accounts are for long term, so banks can use it for investing and to grow that money. It makes sense that banks want to incentivize customers to use these accounts more so that banks can invest more of this money — they do that in the form of higher interest rates for savings accounts and close-to-zero rates for checking accounts.\n\nTrending AI Articles:\n1. Machines Demonstrate Self-Awareness\n2. Visual Music & Machine Learning Workshop for Kids\n3. Part-of-Speech tagging tutorial with the Keras Deep Learning library\n4. AI & NLP Workshop\nSo what happens when a lot of people want to pull their money out of the bank at once? Well, the bank can give the 10% they have, but often times, the other 90% isn’t very liquid and the bank has to say “Sorry, but we lost $90 million of your deposits. Here’s 10 million though, have a nice day!”\n\nAnd then you have the Great Depression.\n\nA bank is a centralized institution (you’re going to hear that term several times) that controls your money and could very easily lose a lot of it because it’s only required to hold 10% of all its deposited assets in liquid form.\n\nGovernments — Fiat Currency (read: literally just normal, regular currencies like the USD that are managed by a government)\nWhen governments are incompetent or corrupt, like those of Zimbabwe and Venezuela, their currencies experience hyperinflation, tanking the value of currency and bankrupting the nation. The government prints more and more money, dramatically reducing the value of each unit of currency.\n\nThe US government wasn’t immune to this. In fact, in the first decade that the US dollar existed, it was more than 10 times more volatile than Bitcoin is right now.\n\nFiat currencies, like the dollar, can be printed and regulated and dictated by one authority — the government. When more money’s printed, the value of each unit of currency goes down — known to many as inflation. Current inflation rates are high, which means for every dollar you own in cash or the bank, the value of your money is going down.\n\nGold, however, doesn’t require a faith in government or authority. There’s a fixed supply of gold — a finite amount available in the world, and no central authority controls it. Nobody can influence how much gold there is in circulation — there just is whatever amount there is. More can be mined, but at some point all the gold available on the planet will be in circulation, and mining yields tiny amounts of it. Since nobody can just get gold out of thin air, it doesn’t inflate like fiat currencies.\n\nSo if gold is so perfect, why don’t we use it as a currency?\n\nImagine walking to Starbucks, gold nugget in pocket (probably pulling your pants up every five seconds because of the weight), walking up to the counter, and then shaving off exact measured amounts to hold onto value of the 5 cents of change for your latte. Not very efficient.\n\nThe government, like a bank, is a centralized institution that basically controls the value of fiat currency — the value of that currency is prone to inflation and loses value. Gold is decentralized but is impractical for daily currency.\n\nSolution: Bitcoin\nWhat is Bitcoin?\nIt’s literally just a digital version of gold (except better). Just like gold, no central authority controls the supply of it. So it can’t inflate like fiat currencies do.\n\nThere is sophisticated technology to control the supply of Bitcoin — it’s “mined” digitally, similar to gold.\n\nAnd then some. Bitcoin, because of its digital form, can be transferred to anyone, anywhere, securely, in real time, in any denominations. No shavings or on-demand gold weighing scale necessary.\n\nSidenote: Bitcoin’s whitepaper is pretty informative and has a lot of good information beyond this article if you’re interested.\n\nCrypto-\nIn cryptography, hash functions are often used to securely perform identity checks and transfer data. These hash functions are one-way functions: it’s easy to find the output for a given input, but it’s almost impossible to find the input given an output. These types of functions are useful for a variety of things; the most common use is for most login systems. An app or website never needs to store your actual password — this could prove a huge security risk. Instead, all they need to know is whether the password you enter when you try to log in is the same text as what they have on record when you signed up. So, instead, they could store the one-way hash as your password and then when you sign up and check if the stored hash and the login hash (of whatever text you type in when you try to log in) match.\n\nBitcoin, Ethereum, and all other cryptocurrencies are based on the blockchain, which is built on one-way hash functions.\n\nThe Blockchain\nThe blockchain is the backbone of the Bitcoin technology, and it’s quite literally what it sounds like — a digital chain of blocks. The blockchain is a ledger that contains a record of every transaction ever made with bitcoins since its inception. Each block holds information about transactions. There’s a network of computers on the blockchain, and each one of these computers holds its own copy of the entire blockchain.\n\nWhen one computer on the network propagates a block to the network, each computer on the network will verify the identity of the computer and the validity of the block being pushed. If a majority of the other computers on the network accept the validity of the node and the block, the block officially gets pushed onto the blockchain.\n\nMining\n\nThese computers on the blockchain network are called “mining nodes.” These mining nodes are responsible for validating transactions, creating new blocks, and propagating them to the network.\n\nAs a reward for maintaining this blockchain network, these mining nodes are awarded a set amount of Bitcoin for each block they push.\n\nThe production of bitcoin is controlled by code that dictates you must find a specific answer to a given hashing problem in order for mining nodes to unlock new bitcoins: the mining node must find a hash that results in a new string with a given number of zeros at the beginning.\n\nEach new block in the blockchain is based on all previous blocks; the set of all current blocks is hashed to a string of characters. For example, let’s say the hash of the current state of the blockchain is the string “0000abcd.” This tells us that the current “difficulty” of the hashing problem is 4, because the string starts with 4 zeros. To push the new block, we first append the hashes of the identifiers of transactions made by other people that we want to propagate, as well as the hash of the transaction identifier that gives the mining node Bitcoin— “trans1”, “trans2”, and “givemebitcoin.” Now our current string is “0000abcd-trans1trans2givemebitcoin.” Now we need to add a final piece, called a “nonce”, which will make the hash of the full string lead with the same number of zeros as the difficulty of the problem (4 in this example).\n\nWe first start with the nonce as “1”; chances are, you won’t get a leading zero in the hash. Then we try 2, 3, 4, 5, and so on. The mining node needs to brute force nonces until it gets a hashed string with the leading number of zeros equal to the Bitcoin mining difficulty.\n\nThis post and this article are extremely helpful for detailing the mining process.\n\nThe Bitcoin mining difficulty number is controlled by algorithms that assess how quickly Bitcoin is currently being mined and try to increase the difficulty so that a new Bitcoin is mined every ten minutes or so. Check out the current Bitcoin difficulty here.\n\nIt’s Still Young\nBitcoin is still a very young and early currency. While it’s true that not many places accept Bitcoin as payment, everything takes time. Time and patience.\n\nJust a decade after its creation, the US dollar had already suffered inflation and collapsed. Bitcoin, on the other hand, is worth more than ever just 9 years after its inception, and currently boasts a market cap of over $40 billion.\n\nIt’s still volatile and a very risky investment, but in the long run, will prove extremely valuable.",
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      "body": "ilk zamanlardan beir bir türlü steemiti bir türlü anlayamadım. \nbir süre uğraşıp tekrar ara verince bazı şeylerin değiştiğini görüyorum.\ngaliba sağlam bir bilgi paylaşımına ihtiyacım olacak.",
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      "body": "ama ''ben sahnede varsam gerçeklik ,yoksam rüyadır'' derken senaryoyu okuduğunda anlamadığı ve kendince böyle bir çıkarımda bulunduğunu da belirtmiştir. Ben hâlâ o sonun rüya olduğunu düşünüyorum.  :))",
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      "permlink": "re-steemitboard-steemitboard-notify-arifbsrn-20180130t080942659z",
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      "body": "thank you so much",
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