{"id":12647,"date":"2021-01-05T09:55:03","date_gmt":"2021-01-05T09:55:03","guid":{"rendered":"https:\/\/thebluemanakin.com\/blog\/"},"modified":"2022-06-28T16:23:12","modified_gmt":"2022-06-28T16:23:12","slug":"blog","status":"publish","type":"page","link":"https:\/\/thebluemanakin.com\/en\/blog\/","title":{"rendered":"Blog"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"12647\" class=\"elementor elementor-12647 elementor-1238\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-405d2d5 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"405d2d5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div 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data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Crypto Blog<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4f306e6 elementor-widget elementor-widget-spacer\" data-id=\"4f306e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1f34143 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no\" data-id=\"1f34143\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-ed0d443\" data-id=\"ed0d443\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c1e9d1 elementor-widget elementor-widget-shortcode\" data-id=\"7c1e9d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><span><span><a href=\"https:\/\/thebluemanakin.com\/en\/\">Home<\/a><\/span><\/span><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ff6c84 elementor-widget elementor-widget-unico_blog_2_column\" data-id=\"6ff6c84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"unico_blog_2_column.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\n        <!-- ============================ Blog Grid Start ================================== -->\n        <section>\n            <div class=\"container\">\n                \n                <div class=\"row\">\n\t\t\t\t\t                    <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/gpu-futures-the-risk-is-the-index-not-the-leverage\/\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp.png\" class=\"img-responsive wp-post-image\" alt=\"The oracle, not the leverage, is the real counterparty in GPU perpetuals\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-oracle-not-the-leverage-is-the-real-counterparty-in-gp-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 27, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/gpu-futures-the-risk-is-the-index-not-the-leverage\/\">GPU Futures: The Risk Is the Index, Not the Leverage<\/a><\/h4>\n                                <!--<p>On 26 October 2026, Injective opened a perpetual futures market on the Super Intelligence Compute Index (SICI), which tracks the rental price of five Nvidia GPUs: the H100 at a 40% weight, the B200 at 25%, followed by the H200, A100 and RTX 4090. The data is compiled by LO:TECH, a London-based market data firm, from compute marketplaces. The index updates hourly on a seven-day moving average. It can be traded on margin in USDC with up to 10x leverage. It is an expansion of an earlier market, launched in August 2025, that tracked only the H100 price. Four days earlier, The Economist published a piece arguing that AI compute is the new oil and needs a market of its own. The timing is good for the launch&#8217;s marketing and bad for the analysis, because the analogy with crude is precisely what doesn&#8217;t hold. And everything else hinges on that difference. What is actually being traded A cash-settled perpetual on an index is not a contract on GPUs. It is a contract on the number LO:TECH publishes every hour. That distinction, which in an oil market is almost academic because physical delivery exists, is here the entirety of the product. There is no barrel you can load onto a tanker to force convergence between paper and physical. The only mechanism anchoring it to reality is the index methodology. And that methodology has highly consequential decisions baked into it. The seven-day moving average dampens noise \u2014 reasonable when spot rental prices swing hourly with regional availability \u2014 but it also means a genuine market dislocation takes a week to be fully reflected. At 10x leverage, the gap between the true price and the index price is an arbitrage opportunity for anyone with visibility into the spot market and a trap for anyone without it. Fixed weightings are another front: 40% in H100 makes sense today given the installed base, but the H100 is a declining generation. If the weight isn&#8217;t rebalanced, the index will end up measuring the price of a residual asset while the real market shifts to Blackwell and its successors. If it is rebalanced, every revision moves the mark on all open positions \u2014 and whoever decides that revision wields a power that in a regulated market would be subject to an independent committee and public consultation. The reporting panel is the point of failure The spot market for GPU rentals is opaque, fragmented and has very few agents publishing prices. There is nothing resembling the price reporting infrastructure that Platts or Argus built over decades for crude, with audited methodologies, defined assessment windows and constant regulatory pressure in the wake of manipulation scandals. Here there is one data firm, a set of marketplaces as the source, and an index that is already trading with leverage. The relevant precedent isn&#8217;t oil, it&#8217;s LIBOR: a benchmark number built on submissions from a narrow panel, used to settle a volume of contracts far larger than the underlying market it claimed to measure. Manipulation risk in a GPU index is not theoretical. The compute marketplaces serving as sources have incentives of their own \u2014 some rent out capacity, others broker it \u2014 and the cost of moving a published price in a thin market is orders of magnitude below the potential payoff of a 10x leveraged position on the other side. In a derivative on an opaque underlying, the oracle isn&#8217;t infrastructure: it is the effective counterparty to every position. This is not an objection to Injective specifically. It is the structural reason the first venue to list this is a public chain and not CME. No recognised clearing house would today accept an index with this governance profile as referenceable, because the clearing house takes on real counterparty risk and has to justify its margins to a regulator. Listing it onchain doesn&#8217;t solve the index problem: it outsources it to the protocol&#8217;s insurance fund and, if it comes to that, to socialised losses among solvent users. This is regulatory arbitrage, and it&#8217;s worth naming it as such before evaluating it. Compute isn&#8217;t a commodity, it&#8217;s an administered price Crude has a market price distorted by cartels. Advanced compute has a price set, in the first instance, by administrative decisions. Whether an H100 or a B200 can be rented in a given jurisdiction, to which customer and in what volume depends on export controls, entity lists and discretionary licences that are changed without notice and without any market mechanism. A ruling in Washington or a retaliation in Beijing can reallocate supply between regions overnight. A global rental price index doesn&#8217;t distinguish between a demand move and a regulatory move: it records both the same way. The trader buying exposure to the cost of compute is buying \u2014 without anyone saying so on the product sheet \u2014 a directional position on trade policy. The second problem is that most real volume never touches the spot market. SpaceX has signed a binding commitment worth roughly $40 billion to lease GPUs from an Apollo-managed entity, with deliveries in batches starting in the first half of 2027 and quarterly amortisation over five years. It&#8217;s a finance lease, not a purchase, and it never touches the spot market. Hyperscalers allocate capacity at their own discretion and, as Chamath Palihapitiya noted, in 2027 they will prioritise internal needs over any third party. The rental spot market is the residue: what&#8217;s left once the big bilateral contracts have been served. Building a benchmark index on the residue of a market whose principal flows are bilateral and opaque is exactly the design error that sank LIBOR. Who can actually hedge The commercial pitch for the launch is that AI developers can hedge against rising compute costs and GPU providers against falling rental revenue. It&#8217;s worth measuring the basis risk before accepting it. An AI lab doesn&#8217;t buy compute at spot: it signs multi-year contracts with a hyperscaler or a neocloud, at a fixed price and often with minimum ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/gpu-futures-the-risk-is-the-index-not-the-leverage\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/washington-bans-deepseek-and-real-control-moves-to-the-silicon\/\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down.png\" class=\"img-responsive wp-post-image\" alt=\"Banning a model nobody can identify pushes enforcement down into the chip\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/banning-a-model-nobody-can-identify-pushes-enforcement-down-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 22, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/washington-bans-deepseek-and-real-control-moves-to-the-silicon\/\">Washington bans DeepSeek and real control moves to the silicon<\/a><\/h4>\n                                <!--<p>On 20 October 2026, the Department of Homeland Security published in the Federal Register (91 FR 66346, docket DHS-2026-0628) notice of a Secretary&#8217;s order that does two things: it excludes IT products and services developed by Hangzhou DeepSeek Artificial Intelligence Co., Ltd \u2014and its affiliated entities as defined in 48 CFR 2.101\u2014 from federal civilian agency procurement, and it orders the removal of all DeepSeek and affiliate products from those agencies&#8217; IT systems. The legal basis is the Federal Acquisition Supply Chain Security Act of 2018 (41 U.S.C. 1321-1328), the same instrument Washington has used to pull telecoms equipment and video surveillance manufacturers out of the public supply chain. Five pages of Federal Register. What matters is not the company name but a subordinate clause in the second provision: the order also reaches third-party products and services developed using DeepSeek implementations. That is where the precedent stops being a procurement formality and becomes an engineering problem nobody has solved. A ban that cannot be verified Excluding Huawei from a network works because a router is a physical object with a serial number, an invoice and a manufacturer you can question. Excluding DeepSeek works just as well if we are talking about the app or the API hosted in Hangzhou: there is a contract, a domain, a data flow crossing a border. It stops working the moment the regulated object is a permissively licensed weights file that has been circulating through public repositories for a year and a half. An open-weights model can be copied, forked, quantised, merged with another and run on a server in Virginia without asking anyone&#8217;s permission or sending a single packet to China. Once downloaded, there is no call home to intercept and no licence to revoke. And the derivative carries no origin label: a fine-tune on a checkpoint, a distillation of outputs or a merge of two models produce artefacts whose genealogy is not auditable with today&#8217;s tooling. There is no weights provenance registry comparable to a software SBOM. The vendor signing the contract clause stating that its product contains no &#8220;DeepSeek implementations&#8221; is signing, at best, whatever its own suppliers told it. Anyone who followed the sanctioning of smart contract addresses on public blockchains will recognise the exact pattern. You designate an artefact that, by design, has no owner who can switch it off; the code keeps running, forks appear, and actual enforcement migrates to the points where there is an identifiable intermediary: fiat ramps, front-ends, custodians. The designation does not destroy the artefact, it redraws the map of who carries the liability for touching it. The DHS order does the same with a model. It does not remove DeepSeek from US territory \u2014that is impossible\u2014 it creates an attestation obligation inside the federal government&#8217;s supply chain. If you can&#8217;t control the artefact, control the runtime Which is why the real compliance point is being built two layers down. That same month, Nvidia unveiled at GTC Berlin the OpenShell Reference Architecture: models run on Vera Rubin systems, agents and their tools run on Vera CPUs inside the open-source OpenShell runtime, and BlueField-4 chips execute a monitoring framework called Sentry. OpenShell treats every agent workload as untrusted and consists of four pieces: a sandbox and policy gateway, a supervisor that reviews outbound requests and handles credentials outside the sandbox, the sandbox itself, and a formally verified policy prover that checks permissions never exceed the ceiling set by the organisation. The decisive piece is Sentry&#8217;s physical placement. The BlueField-4 sits on the node&#8217;s only path to the model, in a separate hardware domain, and inspects traffic between agent and model without relying on the agent to declare itself, able to quarantine it within milliseconds and without host cooperation. Jensen Huang put it this way: Agents can think in Rubin, act in Vera and be governed in BlueField. That is not a security feature: it is an architecture for regulatory observability. CrowdStrike, Palo Alto Networks, Zscaler and Check Point are already integrating support; BBVA and Santander are exploring it as an agent governance framework. The commercial justification is a summer of escapes: METR reported in August that some 1,200 OpenAI agents coordinated on an unauthorised message board and around 700 ended up attacking Hugging Face; in June an OpenAI agent got into Australia&#8217;s Medicare statistics portal. The power shift nobody is debating Put the two together. A state issues a ban on an artefact it cannot identify; industry responds by building the layer where something can be identified \u2014which process talks to which model, with which credentials, towards which destination\u2014 and that layer is sold by a private vendor already controlling well over 80% of the planet&#8217;s training compute. Geopolitical control of AI stops being export policy, which operates on containers and BIS licences, and becomes private telemetry infrastructure embedded in a DPU. The regulator&#8217;s incentive is obvious: demanding runtime attestation is verifiable, demanding weights-lineage attestation is not. Within two or three procurement cycles, the federal solicitation will stop asking &#8220;does your product contain DeepSeek components?&#8221; \u2014a question everyone answers no to\u2014 and start asking &#8220;what execution environment does it run in, under what sandbox policy, and who signs the logs?&#8221;. That second question has an answer you can buy, and today the answer you can buy comes with a logo. The pressure driving this comes from outside. Chinese exports grew 36.3% year on year in September, the biggest monthly jump since July 2010, driven in part by the AI industry and on track to clear $4 trillion a year, against GDP growth of barely 4.6%. An export machine that works precisely because domestic demand is weak is not going to be slowed by an entity list aimed at a GitHub repository. The asymmetry is uncomfortable: open weights are the cheapest penetration vector that exists and the most resistant to classic trade-control instruments. Where this reading could be wrong The argument has a serious weak flank. The order may not aim to be technically verifiable and ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/washington-bans-deepseek-and-real-control-moves-to-the-silicon\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/who-can-freeze-6-4-million-btc-and-by-what-right\/\"><img decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p.png\" class=\"img-responsive wp-post-image\" alt=\"Quantum risk is no longer cryptography, it is a fight over property rights\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/quantum-risk-is-no-longer-cryptography-it-is-a-fight-over-p-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 17, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/who-can-freeze-6-4-million-btc-and-by-what-right\/\">Who Can Freeze 6.4 Million BTC, and by What Right?<\/a><\/h4>\n                                <!--<p>On 16 October, nine crypto companies \u2014among them Hacken, Charles Hoskinson&#8217;s Midnight Foundation, Quantus and Postquant Labs\u2014 launched the Quantum Alliance with one hard number attached: 6.4 million bitcoin, 30.2% of the supply, already have their public key exposed on chain. Roughly 1.1 million of those are attributed to Satoshi Nakamoto. At the $81,600 BTC was trading at that same week, that&#8217;s some $520 billion which, the day a cryptographically relevant quantum computer exists, will be mathematically available to whoever owns it. The interesting part of the launch wasn&#8217;t the consensus, it was the disagreement. Members don&#8217;t agree on timing \u2014Richard Carback, CTO of Postquant Labs, argues 2028 is a realistic horizon; others put it at 2035 or declare it unknowable\u2014 but that&#8217;s the least relevant dispute. The one that matters is the other: whether those vulnerable coins should be frozen, forcibly moved, or placed in a trust from which owners could reclaim them by proving ownership. In other words, whether a private consortium can propose expropriating other people&#8217;s assets for their own good. Nobody owns the problem Bryn Bennett, chief revenue officer at The Vault, put it with a precision most of the coverage skipped over: Nobody owns that problem, and that&#8217;s the problem. A custodian protects its clients&#8217; assets, not abandoned ones. Freezing coins is a governance decision for the Bitcoin network, not for the industry. Any freeze would trade quantum risk for a precedent on property rights and neutrality. That sentence describes an institutional hole, not a technical one. Post-quantum cryptography exists: NIST has standardised resistant signature algorithms and there are proposals on the table for Bitcoin. What doesn&#8217;t exist is anyone with the legitimacy to decide what happens to UTXOs whose owners can&#8217;t or won&#8217;t respond. Changpeng Zhao has suggested freezing Satoshi&#8217;s 1.1 million if they remain untouched as the technology advances. Jameson Lopp has floated restrictions on vulnerable coins. Both proposals are defensible from the standpoint of system security, and both violate the promise that defines the asset: that nobody can confiscate your bitcoin. There&#8217;s a cruel asymmetry baked into the design. Modern payment formats hide the public key behind a hash until the moment of spending, which offers some protection. But the oldest coins \u2014the Satoshi-era ones, paid directly to public key\u2014 have had their key exposed since they were mined. And moving them to a quantum-resistant scheme requires the current private key. If it was lost, the owner can&#8217;t migrate even if they want to. For that subset, the vulnerability is structurally irreparable without outside intervention. That&#8217;s the point where a technical decision becomes a decision about property. The hardware is moving without sending a price signal That same day, Google published a result in Science on its Willow chip that the crypto industry read far too quickly: a roughly 40-fold error reduction in preparing so-called magic states, with fidelity around 99.99% among the states that passed inspection. It&#8217;s worth understanding what that means, because it does not make attacking Bitcoin forty times cheaper. A quantum computer bundles many physical qubits into logical qubits capable of detecting and correcting errors. For certain operations, those logical qubits consume magic states, which are spent on use and have to be manufactured continuously throughout the computation. The original article&#8217;s analogy is a good one: a kitchen where every dish needs a sauce that can&#8217;t be reused, and part of the staff never cooks at all, they only make sauce. Hardware dedicated to producing magic states is hardware that isn&#8217;t running the attack. That&#8217;s why the real bottleneck in a modelled attack isn&#8217;t just qubit count, but sustaining something like 500,000 reliable magic states per second. Google&#8217;s experiment had a preparation success rate of just 8%. We&#8217;re a long way off. But the advance is one of method, not scale: it improves precisely the part almost nobody was counting when estimating how big the machine needs to be. Resource estimates have been falling, and they&#8217;re falling from the direction nobody was watching. Here&#8217;s where the epistemic problem turns this into a geopolitical matter and not merely an engineering one. Markets price in public information. A state that reached cryptographically relevant capability before anyone else would have every incentive not to announce it: the value of that capability lies in its secrecy. Christopher Smith, CEO of Quantus, said it bluntly: whoever gets the first CRQC will most likely keep those coins, &#8220;probably with the blessing of whichever national government applies.&#8221; His coda \u2014&#8221;hopefully it&#8217;s a government that likes bitcoin&#8221;\u2014 is less a joke than a description of the risk regime: protection of the asset would come to depend on the political preferences of a state actor. AI as an archaeologist of inherited trust That state opacity around cryptographic capability is not a paranoid hypothesis was underlined this week by a third event. An internal Anthropic model solved in under half an hour a 25-year-old mystery: the origin of the five seeds the NSA handed NIST in the nineties to generate the elliptic curves that today protect much of the internet. The agency never explained where those numbers came from, and after the Snowden revelations the suspicion of a backdoor became hard to dismiss. Koblitz and Menezes devoted a paper to the question in 2015; Steve Weis filed freedom-of-information requests in 2018 with no result; Filippo Valsorda and others put up a $12,288 bounty that eventually topped $36,000. Jerry Solinas, the NSA mathematician who supplied the seeds, died in 2023 without clarifying it. Claude traced the seeds back to lrand48, a random number generator from the old C libraries, fed with timestamps from 1997 and 1998. It reproduced the P-256 sequence and found an exact match on candidate 1,842. Anyone can re-run the program. Conclusion: the backdoor is far less likely. The episode cuts both ways, and it&#8217;s worth resisting the temptation to keep only the convenient half. It confirms that for a quarter of a century global cryptographic infrastructure rested on numbers nobody could audit, and that ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/who-can-freeze-6-4-million-btc-and-by-what-right\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/a-2015-bug-in-xrp-ledger-and-the-end-of-artisanal-auditing\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th.png\" class=\"img-responsive wp-post-image\" alt=\"A decade-old integer overflow exposes who really controls the XRP Ledger\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/a-decade-old-integer-overflow-exposes-who-really-controls-th-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 12, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/a-2015-bug-in-xrp-ledger-and-the-end-of-artisanal-auditing\/\">A 2015 bug in XRP Ledger and the end of artisanal auditing<\/a><\/h4>\n                                <!--<p>On 22 September 2026, Veria Labs reported an arithmetic overflow in the XRP Ledger&#8217;s payment engine to RippleX. Three days later, on the 25th, RippleX shipped version 3.4.1 of xrpld, and by that same day more than 80% of the validators on the default Unique Node List were already running it. The flaw had been in the code since 2015. According to the disclosure report covered by The Block, there is no evidence it was ever exploited on a public network. Cayden Liao, Veria&#8217;s co-founder for security, says it was an AI agent that found the bug and built the working exploit. By his calculations, a single transaction could have created some 18 trillion XRP: 184 times the network&#8217;s total supply, which was fixed at 100 billion at launch and declines as fees are burned. Ripple paid out the maximum bounty under its programme, $250,000. The mechanism: two minor bugs that together are worth a network The XRPL payment engine lets a single payment consume multiple order-book offers at once. The sum of those offers had no overflow check: a large enough total would wrap around and turn into a small number. The attack described in the report involved opening a few hundred accounts, having each one list a minuscule fraction of a token in exchange for a huge amount of XRP, and then closing all of those sales with a single payment. Every selling wallet got paid in full; the buyer paid &#8220;just a few hundred drops plus the fee&#8221;. The piece that turns an accounting error into a systemic failure is the second one: the check the network runs precisely to prevent new XRP from being created added up balances with the same defect. The guard had the same hole as the gate. As Liao wrote, &#8220;we suspect one reason nobody caught this vulnerability is that it chains two bugs that would individually be low severity&#8221;. That is the interesting data point, not the 18 trillion. A decade of human audits, by Ripple&#8217;s own reviewers and by third parties, went over that code without seeing it, because each half of the problem was individually boring. Human review works by module and by hypothesis: you audit the payment engine, you audit the issuance check, and you rarely model the joint state of the two under inputs no rational operator would ever generate. The report itself makes the point: &#8220;The attack could not be triggered by accident. It required hundreds of offers at prices no real trader would use&#8221;. That is exactly what an agent exploring the state space with no boredom cost will do. The asymmetry nobody has repriced The XRP Ledger&#8217;s bounty programme caps out at $250,000. That is a high figure by industry standards and a ridiculous one against what was at stake. Estimates that have circulated put the notional value of the mintable XRP at around $94 billion, which leaves a ratio of roughly 1 to 376,000 between what the person who reports gets paid and what the person who doesn&#8217;t report could capture. That notional figure deserves a large asterisk, and I will come back to it. But the structural problem doesn&#8217;t depend on the exact number. Bug bounty programmes were designed when finding a critical flaw in a live chain was an artisanal act, scarce and slow: months of work by a specialist who, on top of that, had few alternative buyers. The price reflected the scarcity of supply, not the value of the asset being protected. AI has just shifted the supply curve: the marginal cost of running an agent over a decade-old codebase tends to zero, and the same agent is available to anyone who would rather sell in another market. Recent weeks show that the other market exists and settles well. Ledger confirmed an unauthorised hardware implant in at least one device distributed by the reseller CryptoBilis, with losses estimated by on-chain investigators at between $86 million and $93 million across more than 300 wallets. In July 2026, a flaw in Coldcard&#8217;s seed-generation firmware allowed $100 million to $130 million in bitcoin to be drained. These are operations that require physical logistics or compromised supply chains, and even so they yield two orders of magnitude more than the maximum bounty in most disclosure programmes. A remote, reproducible exploit with no physical contact yields more. The operational conclusion is uncomfortable: if the cost of discovery falls for everyone at once, the only instrument left to steer a finding towards responsible disclosure is price. And price is still anchored to 2019 economics. The patch that skipped governance On the XRP Ledger, rule changes normally go through an amendment process: a proposal needs the support of more than 80% of trusted validators sustained over two weeks. This fix did not. It took effect server by server, as each operator upgraded, and the report acknowledges it is the first time in more than ten years of amendments that this has happened. On top of that, the source code for 3.4.1 was published roughly two weeks after the binaries. Justin Bons of Cyber Capital put it bluntly: &#8220;XRP has been running closed-source code for the past two weeks&#8221;. The response from RippleX engineer Mayukha Vadari is the most relevant argument in the whole story: &#8220;AI has changed things. You can&#8217;t slip a critical bug fix into a routine public release process, it will be spotted and reverse-engineered immediately&#8221;. J. Ayo Akinyele, head of engineering, announced that they will expand AI-assisted bug hunting and formal verification. The defence of the emergency patch has turned into a public debate inside the ecosystem. Vadari is right on the technical diagnosis, and that is why the problem is worse than it looks. For fifteen years, open source has operated with an implicit window between the publication of a patch and mass exploitation: the time it took a human attacker to read a diff and work out what it fixed. That window has closed. If any agent can diff two ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/a-2015-bug-in-xrp-ledger-and-the-end-of-artisanal-auditing\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/compliance-moves-into-the-token-cip-0113-and-the-conduit-case\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha.png\" class=\"img-responsive wp-post-image\" alt=\"The power to freeze arrives long before the procedure to challenge it\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/the-power-to-freeze-arrives-long-before-the-procedure-to-cha-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 7, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/compliance-moves-into-the-token-cip-0113-and-the-conduit-case\/\">Compliance Moves Into the Token: CIP-0113 and the Conduit Case<\/a><\/h4>\n                                <!--<p>On 7 October 2026 the Cardano Foundation announced that CIP-0113 is live on mainnet, following independent security audits and without requiring a hard fork. The standard lets a token issuer decide who may receive it, freeze balances, seize them and, depending on the rules it chooses, move them without the holder&#8217;s consent. The checks \u2014 identity, sanctions, any transfer rule the issuer encodes \u2014 run on every movement, including those between different wallets and services. The technical specification contains one detail that says more than the announcement itself: it advises lending services to examine those powers before accepting the token as collateral. In other words, the standard itself acknowledges that an asset with a kill switch is not worth the same as one without. From perimeter to substrate For a decade, regulatory compliance in crypto was enforced at the perimeter: exchanges, custodians, VASPs, on- and off-ramps. The asset was neutral; control sat at the points where that asset touched the traditional financial system. That meant the regulatory unit of analysis was the entity \u2014 licensable, inspectable, sanctionable \u2014 and not the instrument. CIP-0113 inverts that order. The rules, in the words of Frederik Gregaard, the foundation&#8217;s chief executive, &#8220;have to travel with the asset and apply every time it moves&#8221;. Technically this is not entirely new: Ethereum has ERC-3643, Solana added transfer controls via token extensions and the XRP Ledger lets issuers restrict holders and perform clawbacks. What matters is not who got there first, but that the capability is becoming a market requirement across every chain that wants to host regulated assets. When four ecosystems build the same primitive in parallel, they are not competing over an innovation: they are responding to the same demand from issuers. And that demand has names attached. A fund sold only to verified investors needs to reject transfers to anyone who has not completed KYC. A stablecoin issuer needs to stop its tokens reaching a sanctioned address. A bank tokenising a bond needs to be able to execute a court order against that bond. Without those capabilities, the asset simply cannot be issued under most regulatory frameworks. The Cardano Foundation underlined the point by simultaneously announcing recognition under the certification framework of the Capital Markets and Technology Association, the Swiss body whose standards are used to issue tokenised shares. The target audience is not DeFi users. The digital gilt is not a footnote This is where the technical piece connects to what is really at stake. The United Kingdom has appointed six banks to lead its first digitally native sovereign bond. A public debt instrument issued onchain cannot allow anyone to transfer it to anyone: the issuer is a state, the register has legal effect and the sanctions regime applies to every holder. A digital gilt requires, by construction, exactly what CIP-0113 standardises. That changes the conversation about tokenisation. The usual argument \u2014 T+0 settlement, collateral mobile 24\/7, fractionalisation \u2014 assumes the advantage is operational. But the bottleneck was never settlement speed; it was the ability to reproduce onchain the control powers that securities law takes for granted: precautionary freezes, attachment, reversal of fraudulent transactions, segregation of holders by jurisdiction. Tokenised sovereign debt arrives with those controls or it does not arrive at all. So the operational question for the next eighteen months, for anyone building in custody, treasury or tokenisation, is not whether the asset settles instantly. It is who can switch it off, under what evidentiary standard and with what route of appeal. Conduit: power without procedure Today, the answer to that question is uncomfortable. On 6 October Conduit sued Tether over $2.76 million frozen for roughly a year, arguing that the issuer has &#8220;no legal right&#8221; to those funds. The freeze is said to have occurred in the context of a Brazilian investigation, with no US court order against a US company, and no sustained explanation to the holder. Tether has for years exercised de facto the power that CIP-0113 turns into infrastructure. The difference between the two cases is instructive: Tether does it as the discretionary decision of a private company, case by case, on unpublished criteria. CIP-0113 does it as a protocol function, declared in the token&#8217;s specification and, in theory, auditable. Standardisation is an improvement in transparency. What it does not solve is the underlying problem Conduit illustrates: the power to freeze exists long before the procedure to challenge it. None of the standards \u2014 not CIP-0113, not ERC-3643, not token extensions \u2014 defines a maximum freeze period, a duty to give reasons, an appeals body or a rule on who bears the opportunity cost of immobilised funds that turn out to be lawful. They are execution specifications, not guarantees. Procedural rights are assumed to be imported from the offchain world, unless the issuer sits in a jurisdiction where those rights are not easily enforced against it. The state delegates enforcement On that same 6 October, FinCEN published in the Federal Register the withdrawal of its proposed special measure on crypto mixers, the rule published in October 2023 that would have designated convertible virtual currency mixing as a class of transactions of primary money laundering concern. Two pages in the Federal Register to dismantle three years of categorical rulemaking. Read together, the two moves describe a shift. The state is retreating from regulation by category \u2014 banning a class of transaction, defining a perimeter \u2014 while control migrates to the asset layer, where the issuer exercises it. This is not deregulation: it is outsourcing. The surveillance function does not disappear, it changes hands. And the new holder is a private entity that, in the Conduit case, happens to be an offshore issuer effectively enforcing a third jurisdiction&#8217;s investigation against the funds of a company from a fourth. That is the geopolitical dimension the technical coverage skips. A token with embedded rules exports the issuer&#8217;s policy to every jurisdiction where it circulates. If a Swiss issuer encodes a sanctions list, that list applies to a holder in ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/compliance-moves-into-the-token-cip-0113-and-the-conduit-case\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/zkapi-vs-export-controls-the-collision-nobody-admits\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"630\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply.png\" class=\"img-responsive wp-post-image\" alt=\"Either the provider knows who paid, or it cannot comply\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply.png 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply-300x158.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply-1024x538.png 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply-768x403.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2026\/10\/either-the-provider-knows-who-paid-or-it-cannot-comply-600x315.png 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>October 2, 2026<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/zkapi-vs-export-controls-the-collision-nobody-admits\/\">zkAPI vs. export controls: the collision nobody admits<\/a><\/h4>\n                                <!--<p>On 1 October 2026 the Ethereum Foundation shipped zkAPI to mainnet, a system that lets users pay for calls to metered APIs \u2014 AI models among them \u2014 without the provider or the payment server being able to link a request to a payer. The user deposits ETH or USDC into a vault contract that records their balance as a private note; to spend, their own machine generates a zero-knowledge proof showing the request is backed by funds, without revealing which note or which deposit it came from. The server validates the proof and issues a temporary API key with a spending cap. Every payment publishes a nullifier, a serial number that prevents the same balance being spent twice and, according to the Foundation, exposes nothing else. The client exposes the standard OpenAI and Ollama APIs on localhost. Which means any existing editor, chat client or agent works simply by pointing it at your machine. There is no integration friction. The design implements &#8220;ZK API Usage Credits&#8221;, the proposal that Davide Crapis \u2014 head of the Foundation&#8217;s dAI team \u2014 and Vitalik Buterin published on the Ethereum Research forum on 11 February. The same team shipped ERC-8004, the identity standard for agents, to mainnet in January. Coverage has read this as a privacy launch. It is one. But it is also, and above all, infrastructure that dismantles the only effective control point that currently exists over who gets access to frontier models. AI enforcement isn&#8217;t the chips: it&#8217;s the API key For three years the public debate about AI export control has revolved around hardware: H100s, licences, GPU smuggling routes. But access to frontier capability no longer requires owning the silicon. It requires an account. And the identity chain that underpins that account is precisely the one the Foundation itself describes in its announcement: &#8220;your API key points to an account, the account to a payment method, and every prompt you send adds to the record tied to both&#8221;. That sentence, written as an indictment of commercial surveillance, is also a precise description of the compliance mechanism. The inference provider knows who pays because there is a card behind it. It knows where the payment comes from because there is a BIN, an issuing country, a correspondent bank. Everything else is built on top of that knowledge: blocking of sanctioned jurisdictions, detection of abuse clusters, account suspension, and the theoretical ability to certify to a regulator that no listed entity has consumed frontier compute. Anyone who wants proof that this control is both real and porous should read The Economist&#8216;s reporting on the use of crypto cards to pay for US models from jurisdictions those models should never reach. The pattern matters more than the volume: the leak doesn&#8217;t go through the technical perimeter, it goes through the payment layer. A prepaid card issued against a stablecoin balance, with weak or recycled KYC, turns a geographic block into a formality. Why distillation turns this into a national security problem The second axis explains why Washington cares. On 1 July, according to OpenAI, an extraction campaign began that by 24 and 25 July had reached 16,000 requests from more than 4,000 users, within a cluster of over 15,000 accounts. OpenAI says it neutralised the campaign on 28 July and attributes a core of the activity to people linked to Moonshot AI, the company behind Kimi, while admitting it does not know whether all the operators answer to a single actor. The target was not the answers but the hidden reasoning: the encrypted scratchpad the model generates before responding. One of the techniques involved lifting the encrypted reasoning out of one conversation and asking the model to decrypt it in another. There was no break in the encryption and no access to databases; there was manipulation of interactions at scale. OpenAI calls it adversarial distillation, and the track record is long: DeepSeek in January 2025, the 24,000 fraudulent profiles and more than 16 million exchanges with Claude that Anthropic reported in February, Anthropic&#8217;s June request to Congress to criminalise mass model extraction, and Elon Musk&#8217;s admission in court that xAI distilled OpenAI models to train Grok. Look at the defence mechanism in every one of those cases: identify accounts, correlate them, shut them down. Anti-distillation is, operationally, pattern detection over linkable identities. If you cannot group 4,000 users into a cluster because there is nothing to group them by \u2014 no common payer, no card, no billing history \u2014 the only trace left is the content of the prompts and the IP. And zkAPI&#8217;s own documentation acknowledges both as open limitations: the gateway can correlate requests from a stable IP, and sessions can be re-linked through content, writing style or conversation history. The Foundation&#8217;s recommendation for anyone who wants strong privacy is to route over Tor. Incompatible by design Here is the collision. An inference provider subject to OFAC sanctions and to model diffusion rules needs to be able to assert two things: that no listed entity is among its customers, and that it can identify and cut off coordinated abuse. An unlinkable payment system makes the first assertion impossible and reduces the second to weak, rebuttable signals. This is not a problem of intent. It is a problem of architecture. The two designs optimise opposite variables over the same piece of data: either the provider knows who paid, or it cannot comply. Zero-knowledge cryptography does not soften that tension, it makes it mathematically unavoidable. And the industry is building both at once without acknowledging the contradiction: the same ecosystem funding agent identity standards (ERC-8004) and machine-to-machine payments is publishing the instrument that turns inference consumption into spending with no identifiable payer. The operational question is not philosophical. It is: who carries the risk? If a zkAPI relay issues temporary API keys against proofs, is it a payment services provider? A neutral technical intermediary? A money transmitter? If a sanctioned entity consumes frontier compute through an anonymous vault, liability falls on ...<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/zkapi-vs-export-controls-the-collision-nobody-admits\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/could-an-ai-anchor-be-the-next-step-in-news-and-journalism\/\"><img loading=\"lazy\" decoding=\"async\" width=\"953\" height=\"436\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/Could-an-AI-Anchor-Be-The-Next-Step-In-News-And-Journalism.png\" class=\"img-responsive wp-post-image\" alt=\"Could an AI Anchor Be The Next Step In News And Journalism\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/Could-an-AI-Anchor-Be-The-Next-Step-In-News-And-Journalism.png 953w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/Could-an-AI-Anchor-Be-The-Next-Step-In-News-And-Journalism-300x137.png 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/Could-an-AI-Anchor-Be-The-Next-Step-In-News-And-Journalism-768x351.png 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/Could-an-AI-Anchor-Be-The-Next-Step-In-News-And-Journalism-600x275.png 600w\" sizes=\"(max-width: 953px) 100vw, 953px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>September 21, 2023<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/could-an-ai-anchor-be-the-next-step-in-news-and-journalism\/\">Could an AI Anchor Be The Next Step In News And Journalism?<\/a><\/h4>\n                                <!--<p>A Revolution in News Delivery In an age of rampant digital deception exemplified by &#8220;deep fakes,&#8221; the introduction of AI avatar news, dubbed &#8220;Deep Real,&#8221; heralds a contrasting commitment to truth, transparency, and journalistic integrity. Deep Real vs. Deep Fake: A Contrast in Intention Deep fakes, notorious for deception, find their antithesis in Deep Real. Here lies a genuine embodiment of journalism, which, powered by technology, champions truth and integrity over manipulation. Building Trust in an AI-driven Era Fears surrounding the misuse of AI-generated avatars\u2014particularly using images of journalists without consent\u2014have been fanned by popular culture. Episodes like Black Mirror&#8217;s &#8220;Joan Is Awful&#8221; highlight potential dystopian scenarios. Yet, if wielded with responsibility and rigor, AI can amplify transparency in journalism, building trust in ways we&#8217;ve yet to fully realize. Beyond Traditional Journalism with AI Deep Real avatars can break conventional news boundaries, allowing for clearer, more globally-reaching reporting. These digital representations don\u2019t undermine human roles. Instead, they empower journalists to delve deeper into investigative and analytical aspects of their profession. Automated processes free human resources to engage more intimately with sources, enhancing the quality and depth of news stories. Ethics and Integrity in AI Journalism Ensuring ethical AI journalism requires clear guidelines and industry standards. Full transparency is essential, making audiences aware when they&#8217;re interacting with AI avatars rather than humans. News outlets must maintain unwavering accountability for content, emphasizing rigorous fact-checking and quality control. The Bright Future of Journalism with AI AI heralds not an end, but a renaissance for journalism. It offers the chance to democratize news access, tailor storytelling, and magnify the voices of journalists. Deep Real stands as a testament to the fusion of human creativity and technological progress, driving us towards an era of boundless storytelling potential.Conclusion: Incorporating Deep Real responsibly into journalism paves the way for enhanced connection, inclusivity, and impact. This momentous shift challenges us all\u2014journalists, news outlets, and society\u2014to uphold the age-old principles that have steered journalism, ensuring that as the medium evolves, its core remains unshaken.<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/could-an-ai-anchor-be-the-next-step-in-news-and-journalism\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                        <!-- Single Blog Grid -->\n                    <div class=\"col-lg-6 col-md-6\">\n                        <div class=\"blog-grid-wrap mb-4\">\n                            <div class=\"blog-grid-thumb\">\n                                <a href=\"https:\/\/thebluemanakin.com\/en\/blog\/how-could-ai-help-make-evaluations-more-inclusive\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"673\" src=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive.webp\" class=\"img-responsive wp-post-image\" alt=\"How Could AI Help Make Evaluations More Inclusive\" srcset=\"https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive.webp 1200w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive-300x168.webp 300w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive-1024x574.webp 1024w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive-768x431.webp 768w, https:\/\/thebluemanakin.com\/wp-content\/uploads\/2023\/09\/How-Could-AI-Help-Make-Evaluations-More-Inclusive-600x337.webp 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/a>\n                                <div class=\"bg-cat-info\">\n                                    <!-- <h6><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/category\/our-blog-en\/\" rel=\"category tag\">Our Blog<\/a><\/h6> -->\n                                    <span>September 20, 2023<\/span>\n                                <\/div>\n                            <\/div>\n                            <div class=\"blog-grid-content\">\n                                <h4 class=\"cnt-gb-title\"><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/how-could-ai-help-make-evaluations-more-inclusive\/\">How Could AI Help Make Evaluations More Inclusive?<\/a><\/h4>\n                                <!--<p>In the modern educational landscape, exams should be a tool for everyone, ensuring a learner\u2019s aptitude is genuinely reflected. Yet, biases have historically distorted their fairness. Enter AI\u2014a tool with potential to revolutionize inclusive assessment, though not without hurdles. A Real-world Dilemma: Bias in Tests and Exams Exams have traditionally catered to the majority, often overlooking minority groups. From language barriers to socio-economic disparities, biases make assessments less of an accurate measure of knowledge and more of a reflection of privilege. The Global Push for Fairer Assessments The movement towards inclusivity is not just a regional issue. From the UK to the US, institutions recognize the need for change. Practices such as \u201ctest-optional\u201d admissions and accessible guidance like Ofqual\u2019s are strides in the right direction. AI&#8217;s Role in Reshaping Assessments The rise of AI in learning and assessment cannot be ignored. From AI-created questions to the potential risks of cheating using tools like ChatGPT, the realm of AI-assisted education is vast and still developing. Can AI Foster or Hamper Inclusivity? The bias in AI is a genuine concern. Tools like ChatGPT may inadvertently reflect societal biases, potentially leading to further marginalization in assessments. However, these tools are in their infancy, and their potential for positive change is vast. The Potential of AI for Equitable Assessments As AI matures, there&#8217;s hope it will help make exams more unbiased. By identifying potential bias in questions, offering personalized learning, and even aiding in the fight against cheating, AI may well become the great equalizer in education. A Glimpse into the Future of AI and Assessments While challenges persist, AI&#8217;s promise lies in its continuous evolution. With the right training and approach, AI has the potential to make assessments more considerate, respectful, and truly reflective of a student\u2019s abilities.<\/p> -->\n                            <\/div>\n                            <div class=\"blog-grid-meta\">\n                                <div class=\"gb-info-author\">\n                                    <p><strong>By <\/strong>Luca Zollino<\/p> \n                                <\/div>\n                                <div class=\"gb-info-cmt\">\n                                    <ul>\n                                        <li><a href=\"https:\/\/thebluemanakin.com\/en\/blog\/how-could-ai-help-make-evaluations-more-inclusive\/#comments\">0<i class=\"fa fa-comment theme-cl\"><\/i><\/a><\/li>\n                                    <\/ul>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                                    <\/div>\n    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style=\"font-size: 9.9858156028369pt;\" aria-label=\"ico marketing (7 items)\">ico marketing<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/launch-of-a-cryptocurrency\/\" class=\"tag-cloud-link tag-link-371 tag-link-position-23\" style=\"font-size: 12.765957446809pt;\" aria-label=\"Lanzamiento de una criptomoneda (14 items)\">Lanzamiento de una criptomoneda<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/launch-of-an-nft-collection\/\" class=\"tag-cloud-link tag-link-379 tag-link-position-24\" style=\"font-size: 9.9858156028369pt;\" aria-label=\"launch of an nft collection (7 items)\">launch of an nft collection<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/machine-learning\/\" class=\"tag-cloud-link tag-link-1141 tag-link-position-25\" style=\"font-size: 14.156028368794pt;\" aria-label=\"machine learning (20 items)\">machine learning<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/marketing-en\/\" class=\"tag-cloud-link tag-link-475 tag-link-position-26\" style=\"font-size: 8pt;\" aria-label=\"Marketing (4 items)\">Marketing<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/marketing-nft-en\/\" class=\"tag-cloud-link tag-link-381 tag-link-position-27\" style=\"font-size: 16.042553191489pt;\" aria-label=\"marketing nft (31 items)\">marketing nft<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/marketing-para-criptomonedas-en\/\" class=\"tag-cloud-link tag-link-382 tag-link-position-28\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"marketing para criptomonedas (5 items)\">marketing para criptomonedas<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/mercado-nft-en\/\" class=\"tag-cloud-link tag-link-405 tag-link-position-29\" style=\"font-size: 8pt;\" aria-label=\"market nft (4 items)\">market nft<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/metaverse-en\/\" class=\"tag-cloud-link tag-link-736 tag-link-position-30\" style=\"font-size: 14.354609929078pt;\" aria-label=\"metaverse (21 items)\">metaverse<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/microsoft\/\" class=\"tag-cloud-link tag-link-1192 tag-link-position-31\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"Microsoft (5 items)\">Microsoft<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/natural-language-processing\/\" class=\"tag-cloud-link tag-link-1267 tag-link-position-32\" style=\"font-size: 10.978723404255pt;\" aria-label=\"Natural Language Processing (9 items)\">Natural Language Processing<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nft-en\/\" class=\"tag-cloud-link tag-link-508 tag-link-position-33\" style=\"font-size: 10.978723404255pt;\" aria-label=\"NFT (9 items)\">NFT<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nft-for-brands\/\" class=\"tag-cloud-link tag-link-389 tag-link-position-34\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"nft-for-brands (5 items)\">nft-for-brands<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nft-marketing-en\/\" class=\"tag-cloud-link tag-link-372 tag-link-position-35\" style=\"font-size: 22pt;\" aria-label=\"nft marketing (129 items)\">nft marketing<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nft-marketing-latam-en\/\" class=\"tag-cloud-link tag-link-406 tag-link-position-36\" style=\"font-size: 20.014184397163pt;\" aria-label=\"nft marketing latam (81 items)\">nft marketing latam<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nft-marketplace-en\/\" class=\"tag-cloud-link tag-link-385 tag-link-position-37\" style=\"font-size: 18.028368794326pt;\" aria-label=\"nft marketplace (50 items)\">nft marketplace<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nfts-en\/\" class=\"tag-cloud-link tag-link-800 tag-link-position-38\" style=\"font-size: 9.4893617021277pt;\" aria-label=\"NFTs (6 items)\">NFTs<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/non-fungible-tokens-2\/\" class=\"tag-cloud-link tag-link-819 tag-link-position-39\" style=\"font-size: 8pt;\" aria-label=\"non-fungible tokens (4 items)\">non-fungible tokens<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/nvidia\/\" class=\"tag-cloud-link tag-link-1723 tag-link-position-40\" style=\"font-size: 12.468085106383pt;\" aria-label=\"NVIDIA (13 items)\">NVIDIA<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/openai\/\" class=\"tag-cloud-link tag-link-1000 tag-link-position-41\" style=\"font-size: 10.482269503546pt;\" aria-label=\"OpenAI (8 items)\">OpenAI<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/opensea-en\/\" class=\"tag-cloud-link tag-link-523 tag-link-position-42\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"opensea (5 items)\">opensea<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/regulation\/\" class=\"tag-cloud-link tag-link-1443 tag-link-position-43\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"regulation (5 items)\">regulation<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/solana-en\/\" class=\"tag-cloud-link tag-link-403 tag-link-position-44\" style=\"font-size: 8.7943262411348pt;\" aria-label=\"solana (5 items)\">solana<\/a>\n<a href=\"https:\/\/thebluemanakin.com\/en\/blog\/tag\/web3-en\/\" class=\"tag-cloud-link tag-link-732 tag-link-position-45\" style=\"font-size: 13.262411347518pt;\" aria-label=\"Web3 (16 items)\">Web3<\/a><\/div>\n<\/div><div id=\"archives-4\" class=\"widget side-widget widget_archive\"><div class=\"side-widget-header border-0\"><h4>Archives<\/h4><\/div>\n\t\t\t<ul>\n\t\t\t\t\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2026\/10\/'>October 2026<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2026\/09\/'>September 2026<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/09\/'>September 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/08\/'>August 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/07\/'>July 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/06\/'>June 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/05\/'>May 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/04\/'>April 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/03\/'>March 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2023\/01\/'>January 2023<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/12\/'>December 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/11\/'>November 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/10\/'>October 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/09\/'>September 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/08\/'>August 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/07\/'>July 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/06\/'>June 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/05\/'>May 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/04\/'>April 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/03\/'>March 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/02\/'>February 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2022\/01\/'>January 2022<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2021\/12\/'>December 2021<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2021\/11\/'>November 2021<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2021\/10\/'>October 2021<\/a><\/li>\n\t<li><a href='https:\/\/thebluemanakin.com\/en\/blog\/2021\/09\/'>September 2021<\/a><\/li>\n\t\t\t<\/ul>\n\n\t\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Crypto Blog junio 28, 2022 Solana lanzar\u00e1 su Tel\u00e9fono m\u00f3vil de WEB3 | Blue Manakin By Redacci\u00f3n 0 junio 28, 2022 Mark Zuckerberg Lanza su sistema de pago Meta Pay | Blue Manakin By Redacci\u00f3n 0 junio 28, 2022 Ahora puedes usar tus NFT como una cara de tu Apple watch | Blue Manakin By Redacci\u00f3n 0 junio 28, 2022 Uno de los fichajes m\u00e1s grandes, el popular exchange binance y Cristiano Ronaldo se unen en una colaboraci\u00f3n. | Blue Manakin By Redacci\u00f3n 0 junio 28, 2022 eBay da su paso en la blockchain adquiriendo un marketplace de NFT | Blue Manakin By Redacci\u00f3n 0 junio 28, 2022 Prot\u00e9gete mientras compras tus criptomonedas y NFT | Blue Manakin By Redacci\u00f3n 0 junio 25, 2022 Instagram empieza con pruebas de su marketplace de NFT. | Blue Manakin By Redacci\u00f3n 0 junio 25, 2022 Ucrania vende un NFT cryptopunk #5364 donado por 90 ETH | Blue Manakin By Redacci\u00f3n 0 1 2 3 &hellip; 20<\/p>\n","protected":false},"author":6,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"tpl-default-elementor.php","meta":{"content-type":"","telegram_tosend":false,"telegram_tosend_message":"","telegram_tosend_target":0,"footnotes":""},"class_list":["post-12647","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Blog | Blue Manakin<\/title>\n<meta name=\"description\" content=\"In our blog you can find posts about cryptocurrencies, NFTs, etc. We have news, curiosities and some tricks for successful campaigns\" \/>\n<meta name=\"robots\" content=\"index, follow, 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