{"id":10654,"date":"2025-09-13T18:01:45","date_gmt":"2025-09-13T18:01:45","guid":{"rendered":"https:\/\/bitunikey.com\/news\/compute-belongs-to-everyone-decentralize-it-opinion\/"},"modified":"2025-09-13T18:01:55","modified_gmt":"2025-09-13T18:01:55","slug":"compute-belongs-to-everyone-decentralize-it-opinion","status":"publish","type":"post","link":"https:\/\/bitunikey.com\/news\/compute-belongs-to-everyone-decentralize-it-opinion\/","title":{"rendered":"Compute belongs to everyone, decentralize it | Opinion"},"content":{"rendered":"<div class=\"post-detail__content blocks\">\n<div class=\"cn-block-disclaimer\">\n<div class=\"cn-block-disclaimer__icon\">\n            <svg class=\"icon icon-info\" aria-hidden=\"true\"><use xlink:href=\"#icon-info\"><\/use> <\/svg>        <\/div>\n<p class=\"cn-block-disclaimer__content\">\n            Disclosure: The views and opinions expressed here belong solely to the author and do not represent the views and opinions of crypto.news\u2019 editorial.        <\/p>\n<\/p><\/div>\n<p><!-- .cn-block-disclaimer --><\/p>\n<p>If artificial intelligence is the new electricity, a handful of private utilities already control the switch, and they can dim the light for everyone else\u2026any time that they want.<\/p>\n<div id=\"cn-block-summary-block_d8156d89a86f4a991635ce73d31f7787\" class=\"cn-block-summary\">\n<div class=\"cn-block-summary__nav tabs\">\n        <span class=\"tabs__item is-selected\">Summary<\/span>\n    <\/div>\n<div class=\"cn-block-summary__content\">\n<ul class=\"wp-block-list\">\n<li>Compute is the new chokepoint \u2014 today\u2019s biggest models and breakthroughs depend on a few centralized servers, turning AI into a rigged tournament instead of an open race.<\/li>\n<li>Treat compute as infrastructure \u2014 like electricity or broadband, it should be provisioned as a utility with transparent pricing, open scheduling, and fair set-asides.<\/li>\n<li>Distribution beats concentration \u2014 spreading compute near renewables and regional hubs reduces grid strain, lowers costs, and makes capture harder.<\/li>\n<li>Access fuels acceleration \u2014 when more people can experiment freely, iteration speeds multiply, unlocking breakthroughs and diffusing power across the ecosystem.<\/li>\n<\/ul><\/div>\n<\/div>\n<p><!-- .cn-block-summary --><\/p>\n<p>The largest models, the most daring experiments, and even the pace of discovery itself now hinge on access to a few tightly held servers and accelerators. This is far from a free market at work and far more like a gate deciding who gets to build tomorrow (and who has to wait).<\/p>\n<p>    <!-- .cn-block-related-link --><\/p>\n<p>Centralized compute does more than raise prices; it rigs the tournament. When training slots are allocated through exclusive deals and preferential pipelines, the outcome is predetermined long before the starting gun. Just look at Meta\u2019s $10 billion cloud <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.reuters.com\/business\/meta-signs-over-10-billion-cloud-deal-with-google-source-says-2025-08-21\/\" target=\"_blank\" rel=\"nofollow\">deal<\/a> with Google.\u00a0<\/p>\n<p>Ambitious labs and students are told to economize their curiosity, entire research paths are pruned to fit quota, and the narrative of \u2018inevitable winners\u2019 becomes a self-fulfilling mirage. This is how innovation slows, not in headlines, but in the quiet suffocation of ideas that never touch silicon.<\/p>\n<h2 class=\"wp-block-heading\">Build the network, not the bottleneck<\/h2>\n<p>Treat compute like the critical infrastructure it is, and wire accountability into every rack, and quickly start to change. Tie the incentives to access metric rather than exclusivity and publish the data; nothing hides in the shadows, the network builds, and everyone writes AI\u2019s next chapter.<\/p>\n<p>The question isn\u2019t whether to build more capacity, it\u2019s who controls it, on what terms, and how widely the benefits spread. Concentration turns a general-purpose technology into a private toll road. If intelligence is to serve the many, compute must be provisioned like a utility with equal access \u2014 no VIP lounges here.<\/p>\n<p>Global electricity use by data centers is <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.iea.org\/news\/ai-is-set-to-drive-surging-electricity-demand-from-data-centres-while-offering-the-potential-to-transform-how-the-energy-sector-works\" target=\"_blank\" rel=\"nofollow\">projected<\/a> to more than double to approximately 945 terawatt-hours by 2030, primarily driven by AI. Packing that load into a few concentrated hubs magnifies grid stress and prices.\u00a0<\/p>\n<p>Imagine that was instead distributed across sites near new renewable energy sources and flexible energy grids. The result is a cleaner, cheaper, and more challenging system to capture, which benefits a far broader network.<\/p>\n<p>Public money should be used to purchase public access today, including access to open scheduling, hard-set-asides for newcomers (such as students, civic projects, and first-time founders), and transparent cost-based pricing.\u00a0<\/p>\n<p>Europe\u2019s AI Continent Action Plan <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/commission.europa.eu\/topics\/eu-competitiveness\/ai-continent_en\" target=\"_blank\" rel=\"nofollow\">proposes<\/a> a network of AI Factories and regional antennas designed to widen access and interoperate across borders. Whatever one thinks of Brussels, building for diffusion rather than capture is the right instinct.\u00a0<\/p>\n<p>Elsewhere, the sums are even larger (and the risk of entrenchment sharper), seen in U.S. President Donald Trump\u2019s <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.reuters.com\/technology\/artificial-intelligence\/trump-announce-private-sector-ai-infrastructure-investment-cbs-reports-2025-01-21\/\" target=\"_blank\" rel=\"nofollow\">pledge<\/a> of up to $500 billion for AI infrastructure. Although it appears net-positive for everyone, it could foster a plural ecosystem or solidify a cartel, depending on the rules attached.\u00a0<\/p>\n<h2 class=\"wp-block-heading\">End scarcity-as-a-service\u00a0<\/h2>\n<p>Let\u2019s call it what it is. Scarcity has become the business model of centralized compute, it isn\u2019t just a glitch. Mega cloud deals are often presented as \u2018efficiency\u2019, but they primarily foster dependence, as bargaining power is concentrated in the locations where the servers are housed.\u00a0<\/p>\n<p>When access rides on contracts rather than merit, good ideas fall before they pass a badge check. What\u2019s truly needed is a reserved, real slice of capacity for newcomers at transparent, cost-based rates so the doors remain open to all in a fair manner.\u00a0<\/p>\n<p>APIs need to be open, schedules need to be interoperable, queue times and acceptance rates need to be published, and any exclusive lockups need to be public so gatekeeping can\u2019t hide in fine print terms and conditions.\u00a0<\/p>\n<p>Think of it as more than just access to machines or cycles; it is a right to compute. Just as societies have come to recognize the importance of literacy, healthcare, or broadband, compute should be understood as a vital foundation for creativity, science, and progress. To treat it this way means embedding guarantees into the system itself: portability so work and data can move seamlessly across environments, carbon-aware scheduling so the cost of innovation doesn\u2019t come at the expense of the planet, and community or campus-level nodes that plug directly into a shared and resilient fabric. The framing matters. This isn\u2019t about charity, handouts, or subsidies. It\u2019s about unlocking acceleration, making sure that anyone with an idea has the ability to test, to push, and to build without structural barriers slowing them down.<\/p>\n<p>Because when more people can experiment, when they can try, fail, and try again without having to beg for a slot or wait weeks for permission, iteration speeds increase exponentially. What once took months can collapse into days. The cumulative effect of this freedom is not just faster prototypes, but faster learning curves, faster pivots, and ultimately, faster breakthroughs. And beyond the technical advantage, something subtler and perhaps more powerful happens: politics fade. Build the network, not the bottleneck.<\/p>\n<p>    <!-- .cn-block-related-link --><\/p>\n<div class=\"cn-block-author author-card\">\n<div class=\"author-card__photo\"><\/div>\n<p><!-- .author-card__photo --><\/p>\n<div class=\"author-card__content\">\n<div class=\"author-card__name\">\n                Chris Anderson            <\/div>\n<p><!-- .author-card__name --><\/p>\n<div class=\"author-card__bio\">\n<p><b>Chris Anderson<\/b><span style=\"font-weight: 400;\"> is the CEO of ByteNova. Chris is an expert in marketing strategies and product management, and he has his own understanding of decentralized AI, combined with web3. He\u2019s passionate about building new AI products, ways that Physical AI can emerge into humans\u2019 lives, and the future of companionship AI.<\/span><\/p>\n<\/p><\/div>\n<p><!-- .author-card__bio --><\/p>\n<div class=\"author-card__social\">\n<p><a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/chris-anderson-bytenova\/\" class=\"community-link\" target=\"_blank\" rel=\"nofollow\" aria-label=\"LinkedIn\"><\/p>\n<p>    <svg class=\"community-link__icon\" aria-hidden=\"true\">\n        <use xlink:href=\"#icon-social-linkedin\"><\/use>\n    <\/svg><\/p>\n<p><\/a><\/p>\n<p><a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/x.com\/chris_ad_chris\" class=\"community-link\" target=\"_blank\" rel=\"nofollow\" aria-label=\"Twitter\"><\/p>\n<p>    <svg class=\"community-link__icon\" aria-hidden=\"true\">\n        <use xlink:href=\"#icon-social-twitter\"><\/use>\n    <\/svg><\/p>\n<p><\/a><\/p><\/div>\n<p><!-- .author-card__social --><\/p><\/div>\n<p><!-- .author-card__content --><\/p><\/div>\n<p><!-- author-card --><\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Disclosure: The views and opinions expressed here belong solely to the author and do not represent the views and opinions of crypto.news\u2019 editorial. If artificial intelligence is the new electricity,&hellip;<\/p>\n","protected":false},"author":1,"featured_media":10655,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10654","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cryptocurrency"],"_links":{"self":[{"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/posts\/10654","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/comments?post=10654"}],"version-history":[{"count":1,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/posts\/10654\/revisions"}],"predecessor-version":[{"id":10656,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/posts\/10654\/revisions\/10656"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/media\/10655"}],"wp:attachment":[{"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/media?parent=10654"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/categories?post=10654"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bitunikey.com\/news\/wp-json\/wp\/v2\/tags?post=10654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}