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Crypto and AI: Control the robots, incentivize the humans
Does AI need blockchain and crypto to incentivise the humans in the loop — or to help keep the robots in line?
Text generator ChatGPT is the fastest-growing consumer app ever, and its still growing rapidly.
But the dirty secret of AI is that humans are still needed to create, label and structure training data and training data is very expensive. The dark side of this is that an exponential feedback loop is being created where AI is a surveillance technology. And so, managing the humans in the AI loop is crucial.
Some experts believe that when (potentially) robots take over the world, theyd better be controlled by decentralized networks. And humans must be incentivized to prepare the data sets. Blockchain and tokens can help but can blockchain save humanity from AI?
ChatGPT is just regurgitated data
ChatGPT is a big deal according to famed AI researcher Ben Goertzel, given that the ChatGPT thing caused the Google founders to show up at the office for the first time in years! he laughs. Goertzel is the founder of blockchain-based AI marketplace SingularityNET and an outspoken proponent of artificial general intelligence (AGI) computers thinking for themselves. That means he sees where ChatGPT falls short more clearly than most.
Whats interesting about ChatGPT and other neuro models is that they achieve a certain amount of generality without having much ability to generalize. They achieve a general scope of ability relative to an individual human by having so much training data.
Ben Goertzel and his robot Desdemona (How to prevent AI from annihilating humanity using blockchain)Read also: How to prevent AI from annihilating humanity using blockchain
In other words, ChatGPT is really one function achieved by the brute force of having so much data. This is not the way humans achieve breadth by iterative acts of creative generalization, he says, adding, Its a hack; its a beautiful hack; its very cool. I think it is a big leap forward.
Hes not discounting where that hack can take us either. I wont be shocked if GPT-7 can do 80% of human jobs, he says. Thats big but it doesnt mean they can be human-level thinking machines. But they can do a majority of human-level jobs.
Logic predicated on experience remains harder for AI than scraping the internet. Predicate logic means that humans know how to open bottle caps, for example, but AIs need trillions of data to learn that simple task. And good large language models (LLMs) can still turn language into presumptive logic, including paraconsistent logic, or self-contradictory logic, explains Goertzel.
If you feed them the whole web, almost anything you ask them is covered somewhere on the web.
Goertzel notes that means part of Magazines questioning is redundant.
Ive been asked the same questions about ChatGPT 10 times in the last three weeks, so we couldve just asked ChatGPT what I think about ChatGPT. Neuromodels can generate everything I said in the last two months, I dont even need to be saying it.
ChatGPT 4 hasnt been updated recently enough to tell us what Goertzel thinks in the past three weeks. But if it had, it could. (GPT-4 via Forfront.ai)Goertzel is important in AI thinking because he specializes in AGI. He says that he and 90% of his AGI colleagues think LLMs like ChatGPT are partly a distraction from this goal. But he adds LLMs can also contribute to and accelerate the work on all kinds of innovation that could play a role in AGIs. For example, LLMs will expedite the advancement of coding. LLMs can even help ordinary people with no coding abilities to build a phone or web app. That means non-tech founders can use LLMs to build tech startups. AI should democratize the creation of software technology and then a little bit down the road hardware technology.
Goertzel founded SingularityNET as an attempt to use blockchain and open-source technology to distribute access to the tech that controls AGIs to everyone, rather than let it stay in the hands of monopolies. Goertzel notes that ChatGPT and other text apps deploy publicly viewable open-source algorithms. And so, the security infrastructure for their data sets and how users participate in this tech revolution is now at a crucial juncture.
For that matter, so is AI development more widely. In March, OpenAI co-founder Elon Musk and more than 1,000 other tech leaders called for a halt to the development of AI or rolling out systems more powerful than GPT-4. Their open letter warned of profound risks to society and humanity. The letter argued the pause would provide time to implement shared safety protocols for AI systems. If such a pause cannot be enacted quickly, governments should step in and institute a moratorium, they posited.
Goertzel is more of an optimist about the techs potential to improve our lives rather than destroy them, but hes been working on this stuff since the 1970s.
I respect the concerns but am not gonna sign this. LLMs won't become AGIs. They do pose societal risks, as do many things. They also have great potential for good. Social pressure for slowing R&D should be reserved for bioweapons and nukes etc. not complex cases like this.
— Ben Goertzel (@bengoertzel) March 29, 2023
Reputation systems needed
Humayun Sheikh was a founding investor in the famed AI research lab DeepMind where he supported commercialization for early-stage AI and deep neural network technology. Currently, he leads Fetch.ai as CEO and founder. Its a startup developing an autonomous future with deep tech.
He argues that the intersection between blockchain and AI is economically driven, as the funding required to train AI models is prohibitively expensive except for very large organizations. The entire premise behind crypto is the democratization of technology and access to finance. Rather than having one monopolized entity have the entire ownership of a major AI model, we envision the ownership to be divided among the people who contributed to its development.
One way we can absolutely encourage the people to stay in the loop is to involve them in the development of AI from the start, which is why we believe in decentralizing AI technology. Whether its people training AI from the start or having them test and validate AI systems, ensuring regular people can take ownership of the AI model is a strong way to keep humans in the loop. And we want to do this while keeping this democratization grounded in proper incentivization mechanisms.
One approach to this is via emerging reputation systems and decentralized social networks. For example, SingularityNet spin-off Rejuve is tokenizing and crowdsourcing bio data submissions from individuals in the hope of using AI to analyze and cross-match this with animal and insect data in the hope of discovering which parts of the genome can make us live longer. Its an AI-driven, Web3-based longevity economy. Open science should be paid is the thought and data depositors should be rewarded for their contributions.
Humayun Sheikh says data marketplaces are a must. The development of AI is dependent on human training. Reputation systems can deliver quality assurance for the data, and decentralized social networks can ensure that a diverse slate of thoughts and views are included in the development process. Acceleration of AI adoption will bring forth the challenge of developing un-opinionated AI tech.
Blockchain-based AI governance can also help, argues Sheikh, who says it ensures transparency and decentralized decision-making via an indisputable record of the data collected and decisions made that can be seen by everyone. But blockchain technology is only one piece of the puzzle. Rules and standards, as we see in DAOs, are always going to be needed for trustworthy governance, he says.
Goertzel notes that you cant buy and sell someone elses reputation, and tokens have network effects. Blockchain-based reputation systems for AI can ensure consumers can tell the difference between AI fakes and real people but also ensure transparency so that AI model builders can be held accountable for their AI constructions. In this view there needs to be some standard for tokenized measurement of reputation adopted across the blockchain community and then the mainstream tech ecosystem.
And in turn, reputation systems can expedite AI innovations. This is not the path to quick money but it is part of the path for blockchain to dominate the global economy. Theres a bit of a tragedy of the commons with blockchains in the reputation space. Everyone will benefit from a shared reputation system.
Blockchains for data set management
Data combined with AI is good for many things it can diagnose lung cancer but governments around the world are very concerned with how to govern data.
The key issue is who owns the data sets. The distinctions between open and closed sources are blurred, and their interactions have become very subtle. AI algorithms are usually open-source, but the parameters of the data sets and the data sets themselves are usually proprietary and closed, including for ChatGPT.
The public doesnt know what data was used to train ChatGPT-4, so even though the algorithms are public, the AI cant be replicated. Various people have theorized it was trained using data sets including Google and Twitter meanwhile, Google denied it trained its own AI called Bard with data and conversations with ChatGPT, further muddying the waters of who owns what and how.
Famed AI VC Kai-Fu Lee often says open-source AI is the greatest human collaboration in history, and AI research papers usually contain their data sets for reproducibility, or for others to copy. But despite Lees statements, data, when attached to academic research, is often mislabelled and hard to follow in the most incomprehensible, difficult and annoying way, says Goertzel. Even open data sets, such as for academic papers, can be unstructured, mislabelled, unhelpful and generally hard to replicate.
So, there is clearly a sweet spot in data pre-processing in AI meets blockchain. Theres an opportunity for crypto firms and DAOs to create the tools for the decentralized infrastructure for cleaning up training data sets. Open source code is one thing, but protection of the data is crucial.
You need ways to access live AI models, but in the end, someone has to pay for the computer running the process, notes Goertzel. This could mean making users pay for AI access via a subscription model, he says, but tokenomics are a natural fit. So, why not incentivize good data sets for further research? Data analysis pipelines for things like genomics data could be built by crypto firms. LLMs could do this stuff well already, but most of these pre-processing steps could be done better by decentralized computers, says Goertzel, but its a lot of work to build it.
Read also
Human-AI collaboration: Oceans of data needing responsible stewards
One practical way to think about AI-human collaboration then is the idea of computer-aided design (CAD), says Trent McConaghy, the Canadian founder of Ocean Protocol. Engineers have benefited from AI-powered CAD since the 1980s. Its an important framing: Its humans working in the loop with computers to accomplish goals while leveraging the strengths of both, he says.
McConaughy started working in AI in the 1990s for the Canadian government and spent 15 years building AI-powered CAD tools for circuit design. He wrote one of the very first serious articles about blockchains for AI in 2016.
CAD gives us a practical framing for AI-human collaboration. But these AI-powered CAD tools still need data.
Imagine trying to hand design a chip with 10 billion parts. Yet, people do it. How?
— Trent McConaghy (@trentmc0) March 20, 2023
The answer is AI.
Engineers have had AI-powered computer-aided design (CAD) for chips, cars, etc for decades. With 10x+ productivity.
Now, *everyone else* gets AI-powered CAD. Expect 10xs.
McConaghy founded Ocean Protocol in 2017 to address the issue. Ocean Protocol is a public utility network to securely share AI data while preserving privacy. Its an AI play using blockchain, and its about democratizing data for the planet. Impressively, its the sixth-most active crypto project on GitHub.
Moment of pride:#OceanProtocol ranked as the 6th most productive crypto company measured by Github code contributions on January 3, 2023!
— Ocean Protocol (@oceanprotocol) January 10, 2023
Thanks, @finbold @proofofgithub for the recognition pic.twitter.com/iyZnfEHTDt
Blockchain has a lot to say about getting data into the hands of the average person. Like Goertzel, McConaghy believes that distributed computers can make an important contribution to protecting AI from unsavory uses. IPFS, Filecoin, Ocean Protocol and other decentralized data controllers have led this mission for the past few years.
Data farming at Ocean already incentivizes people to curate data assets that they think will have a high volume of activity for AI development. Examples include enterprise data marketplace Acentrik, AI assistants for organizations outfit Algovera, and decentralized data science competitions protocol Desights. The problem for AI people is getting more data and the provenance of that data, McConaghy says.
Blockchain can help AIs with the secure sharing of data, (the raw training data, the models and the raw training predictions) with immutability, provenance, custody, censorship resistance and privacy.
McConaghy sees this as a huge plus for integrating the two. He grew up playing ice hockey and driving tractors and hacking computers in Saskatchewan, but he always remained an AI nerd by profession. AI converts data to value, but humans must decide which data assets might be good.
Ocean Protocol has taken this even further to build the foundations of an AI data economy. It tokenizes data assets so that people can publish valuable data as NFTs and tokens, hold them in wallets, put them for sale on data DEXs and even manage them in data DAOs. Tokenizing data unlocks the data economy by leveraging DeFi tooling. But will these efforts go mainstream before AI does?
Trent McConaghy, the Canadian founder of Ocean Protocol, making data marketplaces.Decentralized computers please for autonomous robots
AGI is when computers start thinking for themselves and building better versions of their own source code. Human-level AGI can read its own source code and existing math and computer science and can make copies of itself to experiment with and then build the next level ASI artificial super intelligence, Goertzel explains.
In Goertzels mind, its a lot better for this technology to be directed by everyone than a single player like a tech company or country.
If you deploy an AGI system across millions across the world, and someone cant put a gun to your head and say, Give me the system blockchain solves that problem, right? Blockchain solves that problem better than it solves the problem of money, Goertzel argues.
Goertzel specifically defines AGI as software or hardware with a robust capability to generalize beyond its programming and its training; its able to create significant creative leaps beyond the info its been given.
By my estimates, we are now three to eight years from human-level AGI, then a few years to super human AGI. We are living in interesting times.
In the medium term, in the next three to fvie to eight years, we will see a breakthrough in strongly data-bound AIs, to a human level, then after that breakthrough, then what happens?
Many agree that whats coming next in AI development may be one of the important use cases for blockchain governance. AGI will cause world leaders to meet. AGI needs to be open-source running on millions of machines scattered across the planet, says Goertzel. So, no country can take control of it and no company can take control of it.
The crypto angle for AI is a little bit different, he explains. AI and later AGI needs governance mechanisms for decision-making beyond its training data and programming. Reputational integrity for data sets is crucially important. For this reason, he argues that reputation cant be fungible for AI data sets. When an AI goes rogue, who you gonna call?
Read also
Decentralized technologies cant be the full solution
De Kai, professor of computer science and engineering at HKUST and distinguished research scholar at Berkeleys International Computer Science Institute, agrees the key bottleneck for democratizing AI is the enormous computational resources running AIs. But he is not sure decentralized technologies can be the full solution. We will never get to the Terminator stage if we dont tackle the immediate problems now. There are existential problems of AI subconsciously tearing society apart. We need to tackle human biases and the issues of biases of AI.
He says that decentralized technologies are still highly experimental, while these Web2 problems must be tackled first because they are causing us issues here and now.
AIs make decisions about things you dont see everyday. Search engines, YouTube, TikTok they decide the things you dont see, creating more polarized views and leading to untenable domestic and geopolitical splintering.
Transparency of the data sets is crucial, says Kai, but if the data set is the entire internet, then that data set is effectively open-source. Google is trained 100% on the internet, LLMs will rapidly supplant search engine algorithms soon, he argues. LLMs can be trained near-100% off the internet, he argues.
So, Kai disputes the idea that blockchain will solve the problem of unruly AIs.
The flipside of that [decentralized computing for AI] is the argument that it leads to Skynet Hollywood scenarios, and they can make AI more autonomous by themselves. Decentralization of that computing power is not the solution, as you can unintentionally end up with legions of AIs.
What is the best solution then? Decentralization is useful to a point, but its not a magic bullet. Web2 has created unintended consequences. We need to learn from that logic and understand blockchain is one foundational tech that offers a lot of advantages but, again, it is not a magic bullet.
But of course, not all data is freely available on the internet: scientific studies, medical data, personal data harvested by apps and lots of other privately held data can be used to train AI.
One of the most useful tools, he says, is creating large-scale simulations to see how this may all play out. The question, he says, is deciding what we decentralize and what do we not decentralize.
De Kai: harbours concerns, but see solutions (TEDx)Conclusion: Better data pre-processing using blockchains
So, what is the sweet spot for blockchain + AI? Blockchain being seen and used as a critical piece of mainstream AI development would be that proverbial sweet spot, says Sheikh.
Centralizing the location of all the data of an AI model view is not optimal for AI development in our view. Instead, by enabling the humans who trained the model to have ownership of their own data and get incentivized based on the impact they made on the accuracy of the insights will further accelerate the adoption of AI. AI models from such a platform can be more scalable and sustainable with improved security and privacy.
In the 70s80s, one of the biggest mistakes was to assume that what we were doing with AI was correct. We have to test our assumptions again now, worries Kai.
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11.10.25 04:41
luciajessy3
Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…
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11.10.25 10:44
Tonerdomark
A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.
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12.10.25 01:12
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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12.10.25 01:12
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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12.10.25 19:53
Tonerdomark
A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.
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12.10.25 21:36
blessing
Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.
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13.10.25 01:11
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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13.10.25 01:11
elizabethrush89
God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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14.10.25 01:15
tyleradams
Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]
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14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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14.10.25 08:46
robertalfred175
CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.10.25 18:07
crypto
Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.
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15.10.25 21:52
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.10.25 21:52
harristhomas7376
"In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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