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Theta EdgeCloud: Ushering in a new era of AI Computing.
February 26, 2024
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The Theta engineering team has been heads down for the greater part of this past year developing the Theta EdgeCloud, one of the most advanced decentralized software platforms in edge computing. Its mission is to provide developers, researchers and enterprises large and small with unlimited access to GPU processing power for any AI or video task, at the most optimal cost. This approach brings the best of Cloud computing to a decentralized system, powered by the Theta Edge Network.

This blog shares a sneak peak of the upcoming EdgeCloud phase 1 estimated to launch on May 1, 2024. The foundation supporting EdgeCloud’s AI computing infrastructure has been in 🛠️ development for many years.

  1. The Theta Edge Network launched in 2021 with Mainnet 3.0 focused on GPU intensive video processing required for encoding, transcoding and distribution. Today, Theta’s global network of nearly 10,000 active edge nodes run by community members comprises one of the largest clusters of distributed GPU computing power in the world. High performance GPUs (~1000 nodes) deliver 36,392 TFLOPS, Medium tier GPUs (~2000 nodes) deliver 28,145 TFLOPS and Low end GPUs (~7000 nodes) deliver an additional 13,002 TFLOPS, for a total approx 77,538 TFLOPS or about 80 PetaFLOPS, roughly equivalent to 250 NVIDIA A100s, always available.

This vast processing power along with Theta’s access to an additional 800+ PetaFLOPS through our strategic cloud partners can deliver upwards of 2500 equivalent NVIDIA A100s, enough to train and serve some of the largest language models (LLMs). GenAI text-to-image, text-to-video models such as Stable diffusion and Llama2 and cutting edge new text-to-3D models can easily run on EdgeCloud’s hybrid cloud decentralized architecture.

2. Access to distributed GPU processing power in itself is not sufficient to transform the AI computing landscape. In 2021, Theta first filed its patent for the “Edge Computing Platform supported by Smart Contract enabled blockchain network”. This set in motion the capability to build a next generation hybrid computing architecture, where computation tasks are registered on a blockchain, and assigned to an edge computing node within a decentralized computing network through a secure peer-to-peer connection. Further, the solution may be verified on-chain by a smart contract and a token reward may be given to the participating node.

This patent was granted in September 2023 while Theta core engineering team was already building the core foundation of EdgeCloud.

3. Lastly, the Theta team has always believed in building technology to solve immediate customer and market needs. As early as 2022, Theta began working with a number of AI partners and experts in natural language processing (NLP) and machine learning. This led to collaboration with Lavita.AI, FedML and most recently with Google Cloud developing an ‘AI Model Pipeline for Video-to-text Applications” with applications in semantic video search, esports game highlight video generation and many other AI applications.

The Theta team is thrilled to share a sneak peek into EdgeCloud’s first release this Spring.

In the screenshots below, AI developers can easily select and deploy popular models such as Stable diffusion, Llama 2 and many other out-of-the box models with just a few clicks and build their AI-powered apps on top. This library of templates can be expanded over time to capture all of the most popular AI models including today’s chat bots, generative AI and any new models in the future. AI developers can use familiar tools including Jupyter notebook to launch their AI development.

In a second release in the Spring-Summer, Theta will unveil its upgrade to the Edge node software with Elite+ Booster feature for EENs that have the full 500,000 TFUEL staked. This enables node operators to participate and share in the rewards from all EdgeCloud AI compute tasks.

Moving into H2 2024, advanced AI developers will be able to manage their entire AI pipeline development from prototyping using Jupyter notebook to training AI models including hyperparameter tuning and neural architecture search as well as model fine-tuning. These models can then be easily deployed and served across EdgeCloud’s network of GPUs — optimized, immediately accessible and scalable. These can eventually be run on ray clusters or raw machines, for AI experts looking for even more control.

We are excited to share updates along the way as we push toward the Phase I release of EdgeCloud, join us on Discord and Twitter for further discussions.

 
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----------------Partial transcription of clip---------------

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🚨 I personally wouldn't bet against Brian Armstrong and Jesse Pollak.

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🔑 Key points

🔹 Stablecoin specs: RLUSD—1:1 USD + T-bill reserves, dual-native on XRPL and Ethereum—crossed 1 B market-cap in late 2025; designed for intra-bank and remittance settlement, not retail meme trading.

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🔹 Regulatory ...

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https://assets.btcmarkets.net/reports/BTC%20Markets%20Investor%20Study%20Report%20FY24-25.pdf

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Earlier this week, UFO/UAP whistleblower David Grusch appeared on The Megyn Kelly Show for a brief but revealing interview. During the conversation, Grusch named individuals he claimed were involved in managing the alleged UFO/UAP Legacy crash retrieval program, statements that immediately drew attention across the disclosure community.

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Stellar CEO Reveals Where Real Opportunity Lies in Crypto Market: Details

In a recent tweet, Stellar Development Foundation (SDF) CEO and Executive Director Denelle Dixon defines what "real opportunity" is in blockchain as a new financial future beckons.

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XDC Network's acquisition of Contour Network

XDC Network's acquisition of Contour Network marks a silent shift to connect the digital trade infrastructure to real-time, tokenized settlement rails.

In a world where cross-border payments still take days and trap trillions in idle liquidity, integrating Contour’s trade workflows with XDC Network Blockchains' ISO 20022 financial messaging standard to bridge TradFi and Web3 in Trade Finance.

The Current State of Cross-Border Trade Settlements

Cross-border payments remain one of the most inefficient parts of global finance. For decades, companies have inter-dependency with banks and their correspondent banks across the world, forcing them to maintain trillions of dollars in pre-funded nostro and vostro balances — the capital that sits idle while transactions crawl across borders.

Traditional settlement is slow, often 1–5 days, and often with ~2-3% in FX and conversion fees. For every hour a corporation can’t access its own cash increases the cost of financing, tightens liquidity that could be used for other purposes, which in turn slows economic activity.

Before SWIFT, payments were fully manual. Intermediary banks maintained ledgers, and reconciliation across multiple institutions limited speed and volume.

SWIFT reshaped global payments by introducing a secure, standardized messaging infrastructure through ISO 20022 - which quickly became the language of money for 11,000+ institutions in 200 countries.

But SWIFT only fixed the messaging — not the movement. Actual value still moves through slow, capital-intensive correspondent chains.

Regulated and Compliant Stablecoin such as USDC (Circle) solves the part SWIFT never could: instant, on-chain settlement.

Stablecoin Settlement revamping Trade and Tokenization

Stablecoin such as USDC is a digital token pegged to the US Dollar, still the most widely used currency for trade, enabling the movement of funds instantly 24*7 globally - transparently, instantly, and without the need for any intermediaries and the need to lock in trillions of dollars of idle cash.

Tokenized settlement replaces multi-day reconciliation with on-chain finality, reducing:

  • Dependency on intermediaries
  • Operational friction
  • Trillions locked in idle liquidity

For corporates trapped in long working capital cycles, this is transformative.

Digital dollars like USDC make the process simple:

Fiat → Stablecoin → On-Chain Transfer → Fiat

This hybrid model is already widely used across remittances, payouts, and treasury flows.

But one critical piece of global commerce is still lagging:

👉 Trade finance.

The Missing link is still Trade Finance Infrastructure.

While payments innovation has raced ahead, trade finance infrastructure hasn’t kept up. Document flows, letters of credit, and supply-chain financing remain siloed, paper-heavy, and operationally outdated.

This is exactly where the next breakthrough will happen - and why the recent XDC Network acquisition of Contour is a silent revolution.

It transforms to a new era of trade-driven liquidity through an end-to-end digital trade from shipping docs to payment confirmation – one infrastructure that powers all.

The breakthrough won’t come from payments alone — it will come from connecting trade finance to real-time settlement rails.

The XDC + Contour Shift: A Silent Revolution

  • Contour already connects global banks and corporates through digital LCs and digitized trade workflows.
  • XDC Blockchain brings a settlement layer built for speed, tokenization, and institutional-grade interoperability and ISO 20022 messaging compatibility

Contour’s digital letter of credit workflows will be integrated with XDC’s blockchain network to streamline trade documentation and settlement.

Together, they form the first end-to-end digital trade finance network linking:

Documentation → Validation → Settlement all under a single infrastructure.

XDC Ventures (XVC.TECH) is launching a Stable-Coin Lab to work with financial institutions on regulated stablecoin pilots for trade to deepen institutional trade-finance integration through launch of pilots with banks and corporates for regulated stable-coin issuance and settlement.

The Bottom Line

Payments alone won’t transform Global Trade Finance — Trade finance + Tokenized Settlement will.

This is the shift happening underway XDC Network's acquisition of Contour is the quiet catalyst.

Learn how trade finance is being revolutionised:

https://www.reuters.com/press-releases/xdc-ventures-acquires-contour-network-launches-stablecoin-lab-trade-finance-2025-10-22/

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