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      "permlink": "the-illusion-of-authenticity-how-to-humanize-ai-generated-music",
      "title": "The Illusion of Authenticity: How to Humanize AI-Generated Music",
      "body": "# The Illusion of Authenticity: How to Humanize AI-Generated Music\n ***Bypass AI song checkers: step-by-step vocal humanization for music producers***\n\nA wave of anxiety is sweeping through the music world, fueled by the rise of AI detectors. These tools have appointed themselves the new priests of authenticity, quick to cry “heresy!” at any track that lacks the familiar scent of analog noise and human fallibility. It’s a troubling standard: an artist can pour their soul into a piece, but if an algorithm labels it “AI,” their work is suddenly deemed fraudulent.\n\nBut here’s the secret they don’t want you to know: these detectors are not oracles. They are glorified pattern-matching machines. And patterns, especially in sound, are remarkably easy to manipulate.\n\n**Deconstructing the Detector**\nFor this experiment, I used the Submithub AI Song Checker, a tool powered by a Random Forest Classifier https://www.submithub.com/ai-song-checker?id=364fcf74101e51cd. This type of model excels at yes/no classification problems. In this case, it was trained on a balanced dataset of roughly 2,000 AI-generated and 2,000 human-made audio samples, analyzing 21 distinct audio features across three key areas:\n\n**Basic Spectral Features:** This includes metrics like Spectral Flatness (noise-like vs. tone-like), Spectral Rolloff (where the audio’s energy is concentrated), and MFCCs (the timbral “fingerprint” of the sound).\n\n**Harmonic Analysis:** The model checks for consistency and stability in harmonics, phase relationships, and pitch transitions. AI-generated audio often exhibits mathematically neat, but emotionally sterile, harmonic structures.\n\n**Long-Range Pattern Analysis:** It examines correlations and variations over 1, 2, and 3-minute windows. Human performances naturally “breathe,” with subtle tempo drifts and dynamic variations, whereas AI output can be rigidly consistent.\n\n## The Fatal Flaw: Polishing is Punished\nThe critical weakness of this model is that it’s essentially a hall monitor with a checklist. Standard production techniques, the very things used to make music sound professional, can inadvertently trigger its “AI” alarm.\n\nConsider what it’s measuring:\n\n- Spectral Features: Every EQ adjustment, compressor, or sample-rate conversion alters these statistics.\nMFCCs (Timbre): AI instruments often have a tell-tale, plastic-like consistency. But if you use a modern vocal enhancer or AI mastering suite, you’re often re-applying that same synthetic smoothness.\n\n- Harmonic Analysis: The moment you stabilize chords or harmonics with effects, the detector sees “textbook synthetic.”\n\n- Long-Range Patterns: By normalizing, limiting, and compressing a track, you erase the “human wiggle” — the subtle imperfections that these models are trained to recognize as “human.”\nThe twisted conclusion is that these detectors aren’t necessarily identifying AI; they’re identifying a lack of human-like imperfection. A well-mixed, professionally mastered human track can look just as “suspicious” as an AI-generated one.\n\n## The Experiment: From AI to “Human”\nI started with a raw, AI-generated song from Suno. The detector’s initial analysis confirmed its synthetic origins:\n\nSpectral analysis:\n\nModified AI: most likely (80%)\nHuman: probably not (16%)\nPure AI: highly unlikely (4%)\nTemporal analysis:\n\nModified AI: most likely (86%)\nHuman: probably not (13%)\nPure AI: highly unlikely (1%)\nStep 1: The Power of Denoising\nA simple denoising process yielded dramatic results:\n\nSpectral Analysis: Modified AI dropped to 50%, Human jumped to 38%.\nTemporal Analysis: Human skyrocketed to 85%.\n✅ Takeaway: Denoising alone can drastically alter the perception by removing micro-artifacts and “perfect” spectral noise that detectors associate with AI.\n\nStep 2: Introducing Micro-Imperfections\nI then applied subtle vibrato (micro-pitch modulation) to simulate the natural inconsistencies of a human voice. This initially confused the spectral analysis. However, when followed by a second denoising pass, the results were striking:\n\nSpectral Analysis: 59% Human\nTemporal Analysis: 91% Human\nThe mission was accomplished. The detector was now convinced the track was human-made.\n\n## Step 3: Refining the Technique\nFurther testing revealed that different effects target different aspects of the detector’s analysis:\n\nVibrato warps the pitch, creating frequency shifts that “humanize” the spectral fingerprint.\nTremolo (volume modulation) doesn’t change the pitch, but it alters the amplitude envelope, improving scores in temporal analysis by mimicking natural loudness variations.\nFlanger (with a 1ms delay and high modulation) introduces subtle phase shifts that imitate the imperfections of a real recording environment.\nBy strategically stacking these effects — vibrato, tremolo, and flanger — followed by careful denoising, I consistently achieved “Human” likelihood scores above 75% in both spectral and temporal analysis.\n\n## The Practical Workflows\nThe Quick Fix: The “Humanizing” Cocktail\nFor a fast and dirty solution, run your AI track through this chain in your DAW:\n\nVibrato (15Hz, Depth 10)\nTremolo (15Hz, Depth 10)\nA second pass of Vibrato (10Hz, Depth 10)\nA subtle Flanger (Delay 1ms, Modulation 0.90, Depth 9)\nFinish with a light denoise.\nThis will push the detector’s readings heavily toward “Human,” though it may slightly compromise audio quality.\n\nThe Professional Approach: Surgical Stem Processing\nFor a high-quality result that retains fidelity, work on the individual stems:\n\nSplit the track into vocal and instrumental stems.\nProcess the Vocal: Apply vibrato, tremolo, and subtle modulation specifically to the vocal track where human imperfection is most critical.\nTreat the Instrumental: Light normalization and effects to keep it sounding natural.\nRecombine and Polish: Merge the processed stems and apply a final, gentle denoise to the entire mix.\nThis method preserves sound quality while effectively fooling the detectors, yielding “Human” scores of 80% and above.\n\n## The Philosophical Takeaway \nIn the end, this entire exercise reveals a profound irony. The quest for “authenticity” has been outsourced to algorithms that are easily deceived by the very imperfections they were built to find. Art has always been about the final impact on the listener, not the purity of its creation process.\n\nIf you can take something “perfect” and give it the scars, wobbles, and breath of human experience, you haven’t just fooled a detector. You’ve arguably performed the most human act of all: introducing soul into the machine.\n\nThis analysis is based on a specific detector model and a particular set of audio processing techniques. Results may vary with different tools and source material.",
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      "body": "Wow- didn't expect it at all but I guess they are starting slowly to reimburse miners :)  Was surprised when I saw some strange btc's in my wallet :) \n\nRepayment program started on February 2nd, 2018 with a disclaimer: By reimbursing of your old balance, NICEHASH d.o.o. does not, in any way or by any means, assume liability for the damages occurred because of NiceHash security breach on December 6, 201",
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      "body": "The president of Venezuela announced last month \nthat the country will launch its own cryptocurrency.\nApparently the new monetary unit, called the “petro,” \nwill be backed by oil and gas reserves.\nThe move comes as the Venezuelan bolivar has collapsed \nand U.S. sanctions have crippled the country’s ability to \ntrade and borrow.\nThe country is attempting to reset its financial slate by jumping \non the crypto bandwagon.\nChina, Russia and Ukraine are also seriously looking into \nlaunching cryptographic versions of their own currencies.\nHowever, these state-run cryptos will suffer from the same \nproblems their legacy currencies did. \n\nThat is, governments can still print as much money as they want.\nThe takeaway here is that countries will adopt this technology \nbecause it’s superior to the old system. \n\nIt’s faster, cheaper and more secure.\nBut the beauty of real crypto is that it’s not controlled by central \nbanks or governments. \n\nThe number of coins can be hard capped. \n\nBitcoin, for example, will only ever have 21 million coins.\nBitcoin, the original cryptocurrency, is responsible for this budding revolution. \n\nIts blockchain technology, which is open-source and free to use, \nis set to change the world.\nWith blockchain, anyone can create and trade scarce digital assets.\nSo while nations will almost certainly attempt to modernize their \nown fiat currencies by “going crypto,” the real action is happening \nwith independent cryptocurrencies.",
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      "body": "Was so surprised today when my daughter (12) shared some poetry that she wrote with me. Wow :) \nPoem #1:\nPaintings:\n\nDifferent colored paints\nColor these pictures\nThat my mind has created.\n\nWhispering secrets in every direction. \nThin fingers pointing which way to go.\nPaper wings sprouting together at once. \nOne lovely painting, my mind has created. \n\nPoem #2\nHome:\n\nHome\nIs where you share stories at the dining table,\nHome\nIs where you laugh all day and night\nHome\nIs where you run around like a crazy maniac and no one minds\nHome\nIs where you can lean on someone’s shoulder \nHome\nIs where you can feel free\nHome\nIs where I’ll be\nForever with me\nHome.\n\nPoem #3:\nThunderstorms:\n\nOnce When We Were Little\nWe Shuddered At The Flash\nOnce When We Were Little\nWe Shrieked Upon The Crash\nOnce When We Were Little\nWe Held Onto Our Parents \nHoping For The Storm To End\nBut Now That We Are Older\nWe Look Up At The Light\nBecause Now That We Are Older\nWe Cry All Through The Fight\nAnd Now That We Are Older\nOur Life Is Like A Fight\nNow That We Are Older\nWe Dance Under The Light\nAnd Now That We Are Older\nWe Smile At The Night\nAnd When We Hear The Crack\nFor When, We Hear Explosions,\nWe Know There’s Someone There For Us\nBecause Once When We Were Little\nThat’s The Person We Would Hug\nWhile Shuddering In Tears,\nAnd Bursting Out With Screams\nThat’s The Person That Would Never Leave Your Side",
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      "body": "![logo.gif](https://steemitimages.com/DQmSywoxMutPkkNMPxXQavpAQpyQZpiC73AUyi6pYXont6U/logo.gif) \nThe term “Mile High Club” refers to two people engaging in sexual activity (sexual intercourse) at an altitude of no less than 5,280 ft (a mile high above the earth) in an airplane. So I bet you that everyone who traveled on the airplane even once thought about joining the club :)  So ... here are my thoughts on it that are purely based on observations (I do fly pretty much every week and have over a million miles flown) So if have a companion traveling with you that is as adventures and naughty as you you can plan ahead and follow these easy steps to increase your chances on not getting caught  :) \n1. Try to take an  early week day flight flight to your destination (over 50% passengers on that flight will be traveling consultants or sales people who are so used to travel they will be sleeping even before the plane takes off)\n2. Try to get your self a seat as close to the end of the plane as possible. \n3. Now Timing - in about 30 to 40 minutes after take off flight attendants  will roll out that cart with drinks and food into the isle - as soon as they pass you that is your signal.  Get up and go to the restroom one following another and get to it. You have about 10 to 15 minutes before  flight attendants will be in the proximity to notice that 2 people got out of the bathroom. Plus while they are rolling a cart they do block all the passengers behind them from using the bathroom.\n4. Be quick :) and get out slowly one by one - make sure to have  a signal knock for the person behind you that it is OK to exit or that they should wait a little.\n5. Try to have her to ware skirt and you ware jogging pants - for easy access you know :) \n  \nHappy Travels",
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      "body": "That's huge news! Thanks for the info",
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      "permlink": "re-shredderjoe-a-pump-is-coming-after-futures-expire-some-say-20180127t142537689z",
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      "body": "given that Amazon just might announce on Feb 6 that they will accept bit coin then it makes perfect sense :)",
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      "permlink": "renaissance-denver",
      "title": "Renaissance Denver",
      "body": "I am rarely get impressed by hotels anymore, consider that in the last 3 years I spend 497 nights in them, but that one just so awesome (last week I stayed at Ritz Denver which was Ritz of course but just Ritz) but this Renaissance is purely awesome. It is an old bank building converted to the hotel ... Vault rooms are unbelievable. On another note it is the first hotel that I ever flooded. https://www.marriott.com/…/dendr![denverhoitel.jpg](https://steemitimages.com/DQmbT3DAnDZvXunhHAx5Xu5NVc69JkFwH2Cpjk31BfBiL6f/denverhoitel.jpg)downto…/",
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      "author": "lceman",
      "permlink": "women-in-crypto-and-blockchain-ultimate-list-compiled-by-renata-george",
      "title": "Women In Crypto & Blockchain - Ultimate List compiled by Renata George",
      "body": "Blockchain Entrepreneurs\n\nAlicia Noel (凤兰), Researching the food supply (block)chain\n\nAmanda Gutterman, CMO at ConsenSys\n\nAmbre Soubiran, CEO at Kaiko\n\nAndy Coravos, Co-founder, Elektra Labs\n\nAngela (Oveson) Wright, Vice President, Flex Digital Health Strategic Business Development\n\nAnn E. Greenberg, Serial Entrepreneur, Inventor and Thought Leader. Co-Founder: ION, Gracenote & Sceneplay (Entertainment AI™)\n\nAntonie Hodge, Finance and Operations Director at Coin Center\n\nAudrey Chaing, Cryptocurrency Trader and Blockchain Analyst at blockchain\n\nAymiee Lee, Blockchain, Crypto and Software Engineer, Co-founder, SSPPRR\n\nBlythe Masters, CEO of Digital Asset\n\nCarolyn Reckhow, Director of Operations, ConsenSys\n\nCat Song, Co-founder & General Counsil at ExsulCoin\n\nCaterina Rindi, Independent Consultant, Blockchain Educator, Public Speaker\n\nCatheryne Nicholson, Founder BlockCypher\n\nCharlene Chen, COO at BitPesa\n\nCristina Dolan, Co-Founder & COO iXledger | Blockchain | MIT Media Lab\n\nCrystal Rose, CEO, Sensay | SENSE ⚡️\n\nDanielle Laity, Product Management and Development\n\nDevika Darbari, COO at Cobalt\n\nElizabeth Nyeko, Cleantech Entrepreneur, MODULARITY GRID, Mandulis Energy\n\nEmmie Chang, Founder, Superbloom.Network (Simplified Crypto Investment Platform)\n\nGabrielle Katsnelson, Chief Operating Officer, Co-Founder at SMBX\n\nGalia Benartzi, Co-Founder and Head of Business Development, Bancor\n\nHeidi Pease, Co-Founder HomeSidekick Inc. and CoFounder UCLA Blockchain Lab\n\nIrra Ariella Khi, CEO | Aviation security @Vchain Technology\n\nIsa Yu, Co-Founder at Moeda\n\nJemma Green, Cofounder & Chair, Power Ledger\n\nJen Greyson, CEO, Powered by Neureal℠ | Blockchain optimized for AI\n\nJess Houlgrave, Co-founder & COO at Codex Protocol\n\nJessi Baker, Founder at Provenance\n\nJessica VerSteeg, CEO at Paragon Coin\n\nJutta Steiner, Founder at Parity Technologies\n\nKaryl Fowler, Co-Founder and CEO, Transmute Industries\n\nKatherine Kuzmeskas, Co-Founder, SimplyVital Health\n\nKathleen Breitman, Co-Founder and Operations, Tezos\n\nLeah Callon-Butler, Co-Founder / Engagement Director at intimate\n\nLily Liu, Co-founder & CFO at Earn.com\n\nLinda Xie, Co-founder & Managing Director of Scalar Capital\n\nLisa Gus, Founder & CEO at WishKnish (blockchain gamified social market network)\n\nLiza Aizupiete, Co-Founder and Managing Director at Globitex\n\nMai Fujimoto, Bitcoin donation platform KIZUNA\n\nMasha (Maria) McConaghy, Founder and CMO at BigchainDB GmbH\n\nMaxine Ryan, Co-Founder and COO at Bitspark Limited\n\nMin H. Kim, Co-Founder & Head of Growth at The Bee Token\n\nOla Doudin, Co-founder & CEO at BitOasis\n\nOlga Svitelska, Co-founder, COO at Wunderdogs\n\nPreethi Kasireddy, Founder & CEO at Schelling\n\nRachel Cook, Founder/CEO at Seeds\n\nRaine Revere, Cryptocurrency Engineer\n\nSamantha Radocchia, Co-Founder at Chronicled\n\nSherri Cuono, CEO/Co-Founder/Futurist Vidable\n\nTamar Menteshashvili, Co-founder at EXPREAD\n\nTammy Camp, Founder and CEO at Stronghold\n\nTavonia Evans, Founder and CEO at $Guap Coin\n\nTaylor Monahan, Founder at MyEtherWallet\n\nTricia Martinez, Founder and CEO at Wala\n\nMy N. Tran, Co-Founder at MAP\n\nArushi Sood Joshi, Founder and CEO at Cash Inc\n\nChristine Mohan, Co-Founder at The Civil Media Company\n\nMona El Isa, Founder and CEO at Melonport AG  \n\nAnastasia Andrianova, Founder at Akropolis IO\n\nAna Trbovich, Co-Founder and COO at Grid Singularity\n\nWardah Chaudhary, Co-Founder at Inkrypt\n\nSeema Khinda Johnson, Co-Founder & COO at Nuggets\n\nGrace Torellas, Founder at Giveth.io\n\nGiselle Frederick, Founder & CEO at Zingr  \n\nElizabeth Rossiello, CEO and Co-Founder at BitPesa\n\nOlga Feldmeier (欧嘉·菲尔德梅耶), CEO at SMART VALO\n\nAda Jonuse, Co-founder at Lympo\n\nKatarzyna Kazimierczak LL.M, Entrepreneur and COO at Authenteq  \n\nEmma Weston, CEO & Co Founder at AgriDigital\n\nZoe Adamovicz, Co-Founder & CEO at Neufund\n\nJoanna Hubbard, Co-founder & COO at Electron\n\n\n\n\nBlockchain Investors\n\nAlice Lloyd George, Investor at RRE\n\nAllison Paz, Founder at Lemma Ventures\n\nAlyse Killeen, Venture Capital Investor\n\nAngela Tran Kingyens, Investor at Version One Ventures\n\nArianna Simpson, Venture Partner at Crystal Towers Capital\n\nDhana Pawar, Angel Investor\n\nHanieh Sadat, Impact Investing, CryptoAssets Investing\n\nJalak Jobanputra, Founder/Managing Partner at FuturePerfect Ventures\n\nJoyce Kim, VC at SparkChain Capital\n\nJoyce J. Shen, Investment Director at Tenfore Holdings\n\nKara Nortman, Partner at Upfront Ventures\n\nKatya Dorozhkina, Founding Partner, Starta Ventures\n\nKimberly Trautmann, Director, DRW Venture Capital\n\nRenata George, Investor, Educator\n\nSarah Tavel, General Partner at Benchmark\n\nShuonan Chen, General Partner at Agile VC\n\nStacy Herbert, An early investor in bitcoin and cryptocurrency related startups.\n\nCaroline Kassie, VC at Blockchange Ventures + Beanstalk Ventures\n\n\n\n\nEducators on Blockchain, Cryptocurrencies and Token Sales\n\nAlexandra Damsker, Educator on blockchain, cryptocurrency and ICO. Innovative blockchain marketplace, strategic/legal advisor\n\nCathy Mulligan, Co-Director, Imperial College Centre for Cryptocurrency\n\nElaine Ou, Blockchain Engineer at Global Financial Access\n\nNathana Sharma, Program Director, Faculty Affairs & Principal Faculty at Singularity University\n\nNeha Narula, Director, MIT Digital Currency Initiative\n\nLauren Long, Co-founder of Blockchain Blueprint\n\nLoretta Polite-Shipman, Human Research Protections Admin\n\nKathryn Haun, Lecturer & Former Federal Prosecutor\n\nJulie Albright, Lecturer at University of Southern California\n\nElfriede Sixt, Founder at Blockchain Academy\n\n\n\n\nBlockchain Legal Professionals\n\nAdella Toulon-Foerster, Partner at Cogent Law Group, LLP/ Crypto OG\n\nAlexandra Levin Kramer, Esq., Blockchain Attorney\n\nAnnick Fuchs, Startup lawyer in the Silicon Valley and Europe, xDirector Legal PayPal\n\nJoshua Ashley Klayman Kuzar, Chair, Wall Street Blockchain Alliance Legal Working Group; Co-Founder (and leader since inception) and Co-Chair, Blockchain + Smart Contracts Group\n\nKathryn Haun, Board of Directors, Coinbase\n\nLaurie Rosini, Associate at Perkins Coie LLP\n\nLindsay Lin, FinTech/Blockchain/Regulatory Attorney\n\nMarissa Kim, Crypto + blockchain Lawyer\n\nMaureen L. Murat, Esq., Attorney, Crowdfunding Advisor, Blockchain Enthusiast, ICO Maven\n\nNathalie Salami, Blockchain Lawyer\n\nSarah I. Hody, Associate, Perkins Coie LLP\n\nValeria Bystrowicz, Esq, Blockchain Technology & Digital Currency Attorney\n\nVeronica McGregor, Partner at Goodwin Procter\n\nYamila Eraso Pena, Blockchain Attorney-at-Law\n\nPaulina Islas Huacuja, FinTech Lawyer\n\nMaria Camila Pedraza Mora, Corporate Lawyer, Abogada Staff y filiales en Banco de Occidente\n\nKristen F. Johns, Partner at Waller Lansden Dortch and Davis LLP\n\nGabrielle Patrick, the Blockchain Lawyer at International Bar Association\n\nIrina Heaver, Senior Business Lawyer at Fichte & Co\n\nYamila Eraso Pena, Attorney-at-Law (NY) at LACORE RECHTSANWALTE LLP\n\nKaroline von Tschurtschenthaler, Director of Legal & Strategy at DStoq  \n\nNina-Luisa Dr. Siedler, Partner at DWF\n\n\n\n\nBlockchain Finance Professionals\n\nAmber Baldet, Blockchain Program Lead at JP Morgan\n\nAyako Miyaguchi, Global leader / influencer in Blockchain, Cryptocurrency, Fintech\n\nCaroline Jaquiss, Chief Of Staff at Polychain Capital\n\nCatherine Coley, Head of Investor Relations at Ripple\n\nClaudia (Honerlage) Coppenolle, Head of Digital Market Management, CCM, Deutsche Bank\n\nCourtney Chin, Business Operations Associate at Coinbase\n\nElyse (Giles) Jupiter, Director of Customer Operations at BitPay, Inc.\n\nGwen Cheni, Investor and Entrepreneur\n\nLindsey Maule, Head of Cryptocurrency Research at Precursor Ventures\n\nLiya Belenska, AML & CDD Associate at Bitpay\n\nNicola Duke, A commodity derivatives trader focusing on the energy sector and currencies\n\nScarlett Sieber, Chief Innovation Officer, Head of Strategic Transformation & Digital at Opus Bank\n\nShikha Mehra, International Tax & Blockchain Consulting\n\nTracy Fong, Partner — Partner at Albourne Partners\n\nIliana Oris Valiente, Managing Director, Global Blockchain Innovation Lead at Accenture\n\nK. Alexia Hefti Esq., Blockchain and Crypto Tax at Deloitte\n\nLaura Gheorghiu, Tax Partner at Gowling WLG Canada, L.L.M. Tax\n\n\n\n\nBlockchain Marketing & PR professionals\n\nAnastasia Shvetsova, Managing Partner of M&A PR studio\n\nCatherine Ross, Managing Editor at Cointelegraph.com | Fintech, Blockchain, Digital Currencies\n\nFahima Anwar, Senior Director, Global Marketing & Communications at dubtokens | Blockchain Marketer\n\nJessica Zartler, Blockchain Consultant, Marketing & Comm. Director\n\nJill Richmond, Senior Vice President at Sparkpr/Sparkchain\n\nKaren Hsu, Head of Growth at BlockCypher\n\nKelley Weaver, Blockchain Communications Specialist - PR & Marketing Entrepreneur\n\nMaria Jones, VP at CoinTelegraph Media Group\n\nMichelle Ray, Director of Communications at Algebraix Data Corporation\n\nNissa T. Szabo, PR and Marketing at AirSwap\n\nRachel Wolfson, Blockchain Journalist\n\nLiz O'Donnell, VP of Marketing at ABRA\n\nBlanca Elizabeth Artola Dávila, Jefe de Reportería Financiera en BAC Credomatic Network\n\nHelena Flack, Public Relations and Social Media at Parity Technologies\n\n\n\n\nBlockchain Thought Leaders and Passionate Supporters\n\nAdryenn Ashley, Digital Marketing Maven, Starting Global Conversations that Matter\n\nAhalya Kethees, Executive Coach and Facilitator for Tech Leaders and Teams\n\nAllison Clift-Jennings, CEO at Filament\n\nAmanda Mork, Communicator at Contramore\n\nAmy Y. Wan, Founder & Chief Legal Hacker, Bootstrap Legal | Legaltech Enthusiast\n\nAndrea Tinianow, Chief Innovation Officer, Senior Vice President at Global Kompass Strategies\n\nAnne Connelly, Founding Team at ixo foundation\n\nAnu Bhardwaj, Founder at Women INVESTING in Women DIGITAL || The State of Women Radio and TV Network\n\nArjita A. Sethi, Co-Founder at Equally\n\nBeth Kurteson, Chief of Staff at Gemini\n\nCaitlin Long, Chairman of the Board & President at Symbiont.io\n\nChelsea Palmer, Blockchain Proselytizer and Community Organizer\n\nChloe Condon, Developer Evangelist at Sentry\n\nChristiana Zoupa, Co-Founder & CEO, Oceanus Foundation\n\nConnie Gallippi, Founder / Executive Director of BitGive, 1st Official Bitcoin & Blockchain Nonprofit\n\nDaria Gonzalez, Co-founder and CEO, Wunderdogs\n\nDawn Newton, Board Director at BitGive®, COO at Netki\n\nDima Elissa, Serial techpreneur, Educator\n\nElizabeth McCauley, Board of Directors at the Bitcoin Foundation; Bitcoin and Blockchain Business Development Professional\n\nElizabeth Rossiello, Co-founder and CEO of BitPesa\n\nEmily Rudolph Bush, Director at Digital Nework Advisors\n\nGenevieve Renoir, Web3 Foundation\n\nHannah Kim, Founder & COO at Mifiel\n\nHarshita Arora, Developer at Harshita Apps\n\nHermione Way, Brand Consultant, Former Head Of European Communications at Tinder, Inc.\n\nImogen Heap, CEO at The Featured Artists Coalition\n\nIrena Chaushevska, Edu, FinTech & Space Entrepreneur\n\nJaclyn Leneé, Senior Product Designer, Purse\n\nJinglan Wang, Executive Director of Blockchain Educational Network and Blockchain Product Manager at NASDAQ\n\nJordan Kruger, Director of Research and Operations at Bloq\n\nJoy Xiao, Associate at CKR LAW LLP — Strategic Legal Counsel\n\nKathryn Harrison, Product Management Leader & Blockchain Innovator, IBM\n\nKristine Stone, Project Manager, Coinbase\n\nLaura Shin, Senior Editor at Forbes covering crypto/digital assets and blockchain technology\n\nLiliana Pertenava, Head of Marcom — New Cloud Technologies\n\nMarcela Ribeiro Gonçalves, Co-Founder at Blockchain Brasil Org\n\nMc Kenna Walsh, Bringing together strategy and technology\n\nMelissa Zhang, Software Engineer at Coinbase\n\nMichelle Dick, Software Engineer, Formerly BitMesh\n\nMichelle Tsng, Entrepreneur, Advisor & Investor; Formerly PayPal \n\nNaomi Brockwell, CEO Rainsworth Productions\n\nNataliya (Sevryna) Stanetsky, Co-Organizer of Women in Blockchain NY, IT Risk and Security Professional\n\nNeda Samimi, Chief Of Staff at Unikrn\n\nNelly Mensah, Sr. Manager, Sephora Innovation Lab\n\nNicole Campa, Manager at Distributed Global\n\nOxana Kunets, Co-Founder at Storifier\n\nPaige Peterson, User Education & Communications at Zcash Company\n\nPerianne Boring, President at Chamber of Digital Commerce\n\nRebecca Migirov, Founder at KALA\n\nRhian Lewis, Director at Salvia Media Services, Technology Consultant\n\nRitika Puri, Co-founder at Storyhackers\n\nRobin Mahler Weisman, Principal at the Sternhell Group and Senior Policy Counsel to Coin Center\n\nRosa Shores, Ecommerce/Blockchain/Entrepreneur/Emerging Technology\n\nRosanna (Rose) Chan, token economics finance blockchain crypto time exchange\n\nRumi Morales, Global leader in financial technology investing and entrepreneurship\n\nSamantha Zirkin, CEO at Point 93\n\nSandra Ro, Managing Partner & COO at UWINCorp\n\nSara L.M. Golden, Compliance Operations Associate at Flexport || Blockchain Specialist for Social Impact\n\nSheila James, Vice President of Operations at Veem (formerly Align Commerce)\n\nShermin Voshmgir, Founder of BlockchainHub\n\nSimona Macellari, Director BHB Network GmbH\n\nSongyi Lee, Zentrepreneur at zentrepreneurs.be\n\nStephanie Perez, Incubator & Accelerator at R3\n\nSudha Jamthe, Stanford CSP Instructor for IoT, Self-Driving Car Business\n\nSuna Said, Founder and CEO at Nima Capital LLC\n\nSuraya Zainudin, Content Creation and Management Specialist\n\nSusan Oh, Chair of AI, Blockchain For Impact, United Nations General Assembly\n\nSusan Poole, Founder at BlockBridge Advisory\n\nSusanne Chishti, CEO FINTECH Circle & Founder FINTECH Circle Institute\n\nTatiana Moroz, Founder of Tatiana Coin and Crypto Media Hub\n\nTess Rinearson, Engineering Manager at Chain\n\nTina Hui, CEO & Founder at Follow The Coin\n\nToni Lane Casserly, Founder at CULTU.RE\n\nVeronica Reynolds, J.D. Candidate at UCLA School of Law\n\nYasmeen Drummond, Founder of Women in Blockchain\n\nYasmeen Turayhi, Board of Directors at TechWadi.org\n\nEfi Pylarinou, Co-Founder at Daily Fintech & Fintech Genome\n\nSusan Joseph, Founder at SheTechPower\n\nReem El Seed, Analytics Design Engineer at Deloitte\n\nNicole Tay, Blockchain Solutions Architect in Public Health\n\nSaya Iwasaki, Editor at Building Blockchain\n\nDenise García Ocampo, General Director of Research & Development at Comisión Nacional de Seguros y Fianzas\n\nMaria Palombini, Director, Communities & Initiatives Development, Emerging Technology at IEEE Standards Association  \n\nChristina Frankopan, CEO at Protozoa\n\nAshley Tyson, Partnerships and Strategic Initiatives at Web3 Foundation\n\nDina Carabas, Member of the Management Board at Parity Technologies\n\nFadwa Mohanna, CEO at micity fz co\n\nSahra Benaouda Brean, Associate Quality Assurance Specialist US tax (PB) at Private bank GVA\n\nEmilie Raffo, \"Blockchain 4 good\" - Sustainable Finance\n\nMelanie Swan, Founder at Institute for Blockchain Studies\n\nMeltem Demirors, Vice President at Digital Currency Group; WEF Blockchain\n\nMariana Dahan, Founding Member at Global Blockchain Business Council\n\nDimitra Papadopoulou, Lead Consultant at CGI\n\nSarah Hambridge, Energy Scientist at Grid Singularity\n\nBlockchain Experts And Insiders\n\nLisa Yin, Chief Cryptographer & Chief Security Officer at Symbiont.io\n\nMaggie Hsu, Business Development at AirSwap\n\nMaja Vujinovic, Chief Innovation Officer, Emerging Tech, GE Digital\n\nMaria Concepcion de Monteverde, Innovation / Blockchain Project Manager, Banco Santander\n\nMaria Paola Gomez Gelvez, Strategy and Operations at Aragon\n\nMarla Dukharan, Chief Economist at Bitt Inc.\n\nNathalie McGrath, Director of People at Coinbase\n\nPriyanka Sood, Customer Success Manager at Coinbase\n\nRachel Mayer, Product at Circle\n\nSamantha Wynn, Operations Lead — CEO Circle at ConsenSys\n\nThessy Mehrain, Innovation at ConsenSys \n\nUsha Krishnan, Global Black Belt Blockchain Architect @ Microsoft, Founder at ChainGenie.com\n\nVanishree Rao, PhD, Senior Cryptographer\n\nVeena Pureswaran, Associate Partner, Global Research Leader — Blockchain at IBM\n\nSusan Ramonat, Chief Executive Officer at Spiritus\n\nVanessa Grellet, Executive Director at ConsenSys\n\nJenna Zenk, Full Stack Software Engineer at Melonport AG\n\nJanelle Kellman, EVP Distributed Ledger at Craxel.com\n\nSheila Warren, Head of Blockchain and Distributed Ledger Technology at World Economic Forum\n\nDiana Biggs, Head of Digital Innovation at HSBC Retail Banking and Wealth Management\n\nCatharina Geiselhart, Senior Consultant at PwC - Digital Energy - Blockchain in the energy sector at PwC Deutschland\n\nMarie Wieck, General Manager at IBM Blockchain\n\nEileen Lowry, Global Program Director at IBM Blockchain Garage\n\nKathryn Harrison, Product Management Leader & Blockchain Innovator at IBM\n\nSebnem Rusitschka, Lead Energy Committee at Bundesblock  \n\n\n\n\nAdvisory Services\n\nCindy (林心怡) Chin, Entrepreneur & Venture Strategist\n\nDiana Adachi, CEO at Pegasus Fintech, Inc.\n\nElizabeth Stark, Co-Founder and CEO, Lightning Labs\n\nEmma Channing, CEO and General Counsel at the Satis Group\n\nJill Carlson, Cryptocurrency Advisor\n\nJulie (Jewels) Rossallini Coker, Blockchain & Crypto CEO, Tesla FinTech\n\nMelanie Marsollier, Manager — Blockchain and Distributed Infrastructure at EY\n\nMeltem Demirors, Vice President at Digital Currency Group, WEF Blockchain Council, MIT MediaLab\n\nMiriam Neubauer, Managing Director at Catena Capital\n\nMonique Morrow, Advisor at VALID\n\nRhea Mehta, Consultant at Deloitte Digital\n\nRika Sukenik, Tax Technology and Blockchain at Deloitte\n\nRonak Pakzad, Investment Management at Morgan Stanley\n\nTiffany Madison, Partner at DecentraNet \n\nBevin McArthur, Partner & Deloitte Digital Mexico Lead at Deloitte Consulting México\n\nKristin Bekkeseth, Partner at EY Financial Services\n\nJane Thomason, CEO at Abt Associates - Australia, Ambassador British Blockchain Association\n\nSophie Gilder, Head Of Blockchain at Commonwealth Bank\n\nSiân Jones, Founder at COINsult, regulatory compliance professional specialising in virtual currency & distributed ledger technology\n\nCatharina Geiselhart, Senior Consultant at PwC - Blockchain in the energy sector",
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      "body": "hey we all did - I personally lost a few with bitpetite  now days just trying to watch out for \"too good to be true\" type of deal :)  You know what they say - if there is a doubt there is no doubt :)",
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      "author": "phillybull",
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      "body": "i lost $50 to a bitcoin \"doubler\" scam when i first got into bitcoin",
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  "trx_id": "d37b509f0fa87c8d0240057b3814f1edbd3439dd",
  "block": 19322245,
  "trx_in_block": 25,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2018-01-26T17:47:12",
  "op": [
    "comment",
    {
      "parent_author": "",
      "parent_permlink": "crypto",
      "author": "lceman",
      "permlink": "scam-of-the-week-bitcoin-generator",
      "title": "Scam of the week! Bitcoin Generator",
      "body": "Well here’s scam of the week, the Magical Bitcoin maker, they all have the same format, you put in your Bitcoin address, wait a bit and the software magically hacks into miners to generate profits, then the software asks you to pay a fee.\n\nOfcourse none of the “GENERATED” bitcoins ever make it to your account. (Trust me I’ve tested 2 of these sites). They don’t even attempt to send you anything\n\nBuyer beware, the blockchain is not really hackable so some website that claims to do it, is lying.\n\n![btcgen.png](https://steemitimages.com/DQmQ2gm5zetaSdHzb3bFjBK6zSuVgwmAiLJtnVbEWRsW9s4/btcgen.png)",
      "json_metadata": "{\"tags\":[\"crypto\",\"bitcoin\",\"cryptocurrency\"],\"image\":[\"https://steemitimages.com/DQmQ2gm5zetaSdHzb3bFjBK6zSuVgwmAiLJtnVbEWRsW9s4/btcgen.png\"],\"app\":\"steemit/0.1\",\"format\":\"markdown\"}"
    }
  ]
}

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  "block": 19304638,
  "trx_in_block": 30,
  "op_in_trx": 0,
  "virtual_op": 0,
  "timestamp": "2018-01-26T03:06:12",
  "op": [
    "vote",
    {
      "voter": "thecopypasta",
      "author": "lceman",
      "permlink": "hello-stevens-pass",
      "weight": 10000
    }
  ]
}