The Good Tech Companies - What Happens When Telegram's 1 Billion Users Get Access to Ethical AI? AlphaTON Has a Plan

Episode Date: November 14, 2025

This story was originally published on HackerNoon at: https://hackernoon.com/what-happens-when-telegrams-1-billion-users-get-access-to-ethical-ai-alphaton-has-a-plan. Al...phaTON partners with SingularityNET to deploy hydroelectric-powered GPUs for Telegram's Cocoon AI network in Sweden. Check more stories related to tech-stories at: https://hackernoon.com/c/tech-stories. You can also check exclusive content about #alpha-ton-capital, #singularity, #ai, #telegram, #cryptocurrency, #web3, #cudo-compute, #good-company, and more. This story was written by: @ishanpandey. Learn more about this writer by checking @ishanpandey's about page, and for more stories, please visit hackernoon.com. AlphaTON Capital has partnered with SingularityNET, CUDO Compute, and Vertical Data to deploy hydroelectric-powered GPU infrastructure in Sweden for Telegram's Cocoon AI network. The collaboration addresses three critical challenges in modern AI: privacy preservation, environmental sustainability, and decentralized computing. With Telegram's billion-plus user base representing one of the largest untapped markets for privacy-focused AI applications, this partnership positions AlphaTON at the intersection of blockchain finance and ethical AI infrastructure. The first GPU deployment begins Q4 2025, financed through Vertical Data's GPUFinancing.com platform.

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Starting point is 00:00:00 This audio is presented by Hacker Noon, where anyone can learn anything about any technology. What happens when telegrams 1 billion users get access to ethical AI? Alpha Tone is a plan by a Sean Pondy, greater than the eye privacy problem that nobody is talking about what happens to your data when you ask Chad GPTA question or use any mainstream AI assistant? It gets processed on centralized servers owned by tech giants, stored indefinitely, and potentially used to train future models without your explicit consent. This represents a fundamental tension in artificial intelligence. The technology requires massive computing power and data,
Starting point is 00:00:37 but centralized infrastructure creates privacy vulnerabilities and environmental costs that scale with every query processed. Alpha T on Capital's newly announced partnership with Singularity Net, CUDO compute, and vertical data attempts to solve this problem by building decentralized AI infrastructure specifically for Telegram's cocoon AI network. The collaboration will deploy high-performance GPS, use in a hydroelectric power data center in Sweden, combining three elements rarely found together, privacy-preserving architecture, renewable energy, and decentralized computing. For a publicly traded company, NASDAQ, Aton, that positions itself as one of the largest
Starting point is 00:01:16 corporate holders of ton tokens, this represents a strategic bet on privacy-focused AI infrastructure rather than just token speculation. The partnership raises questions about whether decentralized AI can scale effectively and whether sustainability claims in the crypto and AI industries represent genuine innovation or marketing narratives. With AI energy consumption projected to rival entire countries by 2026 according to the International Energy Agency, the infrastructure choices made today will determine whether AI development remains environmentally viable. Understanding Kekoon AI and why decentralization matters. Kikun AI represents telegram's approach to artificial intelligence that keeps user data encrypted and under user control throughout the AI interaction
Starting point is 00:01:59 process. Unlike traditional AI services where your queries and data pass through centralized servers owned by companies like OpenAI or Google, cocoon I processes information in a decentralized network where no single entity controls the entire data pipeline. Think of it like the difference between keeping your money in a traditional bank, where the bank controls access and can see everything versus using a personal safe where only you hold the key. This matters because Telegram serves over one billion monthly active users who have already chosen the platform partly for its privacy features. These users represent a massive potential market for AI applications, from intelligent messaging assistance to translation services, that don't require surrendering personal data to big tech companies. The challenge has been building infrastructure that can deliver AI capabilities at scale without the efficiency advantages that centralized systems enjoy.
Starting point is 00:02:51 Alphaton's role in this ecosystem goes beyond simply providing capital, as a digital asset treasury company focused on the ton blockchain, which telegramuses Alpha T on functions as a bridge between traditional finance and decentralized technology. The company's CEO Brittany Kaiser explains, greater than, this partnership represents the future of eye infrastructure, one where greater than privacy, sustainability, and decentralization aren't competing priorities, but greater than foundational principles. The infrastructure deployment relies on a financing model that differs from traditional data center investments. Through vertical data's GPU financing, comm subsidiary, the GPU fleet gets structured financing that allows rapid deployment without
Starting point is 00:03:35 requiring massive upfront capital expenditure. This matters because high-performance GPUs, the specialized processors required for AI training and inference, represent significant capital investments, often ranging from $10,000 to $40,000 per unit for enterprise-grade hardware. Devon Sony, CEO of Vertical Data and GPU Financing. Com, explained the model. Our mission is to make cutting-edge compute accessible through innovative financing solutions, allowing ethical, sustainable, and decentralized AI projects like Cocoon AI to scale rapidly without the constraints of centralized capital or infrastructure.
Starting point is 00:04:13 This approach essentially democratizes access to AI computing power by removing. the barrier of massive upfront costs that typically favor large tech companies. The partnership brings together specialized capabilities. Singularity NetPro vtas the decentralized AI protocols in marketplace infrastructure, CUDO compute, an official Nvidia cloud partner, handles the technical deployment and management of GPU clusters, vertical data manages the hardware and co-location, and Alpha T on provides strategic capital and ecosystem positioning with Intlegrum's user base. Janet Adams, COO of Singularity Net Foundation, noted that greater than privacy and sustainability
Starting point is 00:04:53 aren't obstacles in eye development. They're greater than competitive advantages. This partnership reflects broader trends in AI development that extend beyond any single company. The concentration of AI computing power among hypers, Amazon Web Services, Microsoft Azure, Google Cloud Platform creates dependencies that governments and enterprises increasingly view as strategic vulnerabilities. When AWS experienced outages in 2021, it disabled services across hundreds of companies. Decentralized alternatives, if they can achieve comparable performance and reliability, address this single point of failure risk. The sustainability angle also responds to growing regulatory pressure. The European Union's AI Act and various national regulations increasingly
Starting point is 00:05:38 scrutinizeeth environmental impact of AI development. By building renewable-powered infrastructure from the start, Alpha T. On and its partners potentially avoid future regulatory compliance costs and position themselves favorably for markets where carbon accounting becomes mandatory. However, decentralization creates its own challenges. Coordinating computing resources across distributed networks introduces latency, complicates debugging, and requires sophisticated orchestration that centralized systems avoid. Whether these tradeoffs prove acceptable depends on whether users value privacy and decentralization enough to accept potentially slower or more expensive AI services. Betting on privacy in an age of surveillance capitalism, Alpha T on Capital's partnership
Starting point is 00:06:22 with Singularity Net represents a thesis that privacy preserving AI infrastructure will command premium value as users become more aware of data exploitation in conventional AI systems. This bet could prove prescient if regulatory environments continue tightening around data privacy or if major data breaches erode trust in centralized AI providers. The combination of Telegram's billion user base, sustainable energy infrastructure, and decentralized architecture creates differentiation in a market dominated by big tech. Yet the partnership's success depends on execution across multiple complex domains, technical integration of disparate platforms, financial viability of the GPU financing model, actual user adoption of cocoon AI, and competitive positioning against well-funded
Starting point is 00:07:08 centralized alternatives. The lack of disclosed financial terms and concrete performance metrics makes this difficult to evaluate beyond directional strategy. For investors in Alpha Tion, this partnership signals management's intention to build revenue generating infrastructure rather than simply hold digital assets. For the broader AI industry, it represents one approach to addressing legitimate concerns about privacy, sustainability, and centralization. Whether this model scales effectively will determine if it becomes a template for future eye infrastructure or remains a niche solution for privacy-conscious users willing to trade performance for principle. The narrative here is clear. Traditional AI infrastructure concentrates user data and harms the environment. Decentralized
Starting point is 00:07:53 alternatives can solve these problems while creating new business models. Whether that narrative reflects reality or aspiration will become clear as deployment begins in Q42025. Don't forget to like and share the story. This author is an independent contributor publishing via our business blogging program. Hacker Noon has reviewed the report for quality, but the claims here and belong to the author. Hashtag D.O. Thank you for listening to this hackernoon story, read by artificial intelligence. Visit hackernoon.com to read, write, learn and publish.

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