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🤖The NVIDIA Jetson Orin Nano: Unlocking New Potential for Theta Network🤖
December 22, 2024
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The NVIDIA Jetson Orin Nano: Unlocking New Potential for Theta Network’s IoT Edge Revolution  ((From Smart Surveillance to Federated AI — Discover How Jetson Orin Nano Redefines Edge Intelligence for the Theta Network))

As the world of edge computing evolves, Theta Network is at the forefront of decentralized innovation, about to shock the world with its tech. Traditionally known for powering content delivery and video streaming, Theta’s role is rapidly expanding to include the Internet of Things (IoT), AI processing  and AI-powered edge computing. Contributing, in its own way, to this shift is hardware like the NVIDIA Jetson Orin Nano Super Developer Kit — a compact, AI-enabled edge device designed to handle computationally intensive AI tasks at the network’s edge. While it’s not an ideal choice for a typical Theta Edge Node due to its hardware limitations, its true potential lies in IoT and edge AI applications. Here, we’ll explore the limitations of the Jetson Orin Nano as a traditional Theta Edge Node and highlight its numerous strengths in IoT-related use cases.

 

The NVIDIA Jetson Orin Nano Falls Short as a Standard Theta Edge Node

A conventional Theta Edge Node is responsible for handling decentralized video streaming, file relay, and computational tasks that require robust CPU, memory, and storage capacity. Here’s how the Jetson Orin Nano’s specs compare to the ideal requirements for Theta Edge Nodes:

CPU: The Jetson Orin Nano’s 6-core Arm Cortex-A78AE CPU has sufficient cores, but its ARM-based architecture is less powerful than the x86/x64 CPUs found in modern desktops and servers.

Memory: With 8GB of LPDDR5 RAM, the Jetson Orin Nano falls short of the recommended 16GB or more for efficient Theta Edge Node operation, especially for video buffering, file transfers, and handling concurrent tasks.

Storage: The Jetson Orin Nano typically relies on eMMC or microSD storage, which is slower and smaller in capacity than the 256GB SSD recommended for Theta’s Edge Nodes.

Network: With gigabit Ethernet support, the Jetson Orin Nano meets Theta’s 5 Mbps minimum upload/download requirement.   (GOOD!  We can still use it!!)

GPU: The Jetson Orin Nano’s strongest feature is its GPU, which offers 67 TOPS of AI compute power. While traditional Theta Edge Nodes don’t necessarily require GPU acceleration, this capability opens doors for AI-enhanced workloads.  

These limitations make the Jetson Orin Nano unsuitable as a primary Theta Edge Node for file relay, large-scale content delivery, or intensive video streaming. However, its AI and IoT strengths present a different story — one where the Jetson Orin Nano could play a game-changing role in IoT-driven Edge AI applications.

 

Where the Jetson Orin Nano Excels: IoT Applications for Theta Network

While the Jetson Orin Nano may not be ideal for a traditional Theta Edge Node, it excels in IoT applications where low-latency AI, real-time data processing, and edge intelligence are critical. Here’s how this device’s unique features create new possibilities for Theta’s role in IoT ecosystems.

1. Smart Video Transcoding at the Edge

How it works: The Jetson’s GPU can transcode video from surveillance cameras in real time, converting it to efficient formats like H.264 or H.265 before uploading it to Theta’s network.

Use case: Imagine a network of smart cameras at a construction site, each streaming raw video. Instead of uploading raw video, the Jetson Orin Nano processes it on-site, reducing bandwidth usage while maintaining high-quality video.

2. AI-Powered Object Detection and Analytics

How it works: Using computer vision models (like YOLOv8), the Jetson’s AI engine identifies objects and patterns in images and video streams.

Use case: In wildlife monitoring, trail cameras often capture thousands of images, most of which are empty. The Jetson Orin Nano can automatically filter out empty images and only upload images containing animals to Theta’s Edge Nodes. This minimizes storage and bandwidth usage.

3. IoT Gateway for Smart Home Systems

How it works: The Jetson Orin Nano acts as a hub for smart home IoT devices, collecting and processing data from air quality monitors, motion sensors, and thermostats.

Use case: In a smart home, IoT sensors collect vast amounts of raw data. The Jetson can preprocess this data and only send significant events (like temperature spikes) to Theta’s Edge Nodes, cutting down on unnecessary network usage.

4. Predictive Maintenance for Industrial IoT

How it works: IoT sensors on industrial machinery send vibration, sound, and temperature data to the Jetson, which uses AI models to predict equipment failures.

Use case: A factory’s HVAC system might show early signs of failure (like abnormal vibration). The Jetson’s AI system detects this anomaly and uploads a maintenance alert to Theta’s network, preventing costly downtime.

5. Decentralized Federated Learning for AI Models

How it works: Federated learning allows devices to train machine learning models locally and only share updates with Theta’s network (instead of raw data).

Use case: Wearable health devices track users’ vitals (heart rate, oxygen levels, etc.). Instead of uploading sensitive data, these devices train AI models locally on the Jetson and only share model updates with Theta’s network, ensuring privacy and efficiency.

6. Real-Time Video Analytics and Threat Detection

How it works: The Jetson analyzes live video feeds for movement, unusual behavior, or unauthorized entry, sending only relevant event clips to Theta.

Use case: Retail stores use surveillance cameras to track shopper behavior. If the Jetson detects shoplifting, it uploads a video snippet of the event to Theta, while ignoring regular customer movement, saving bandwidth.

7. Smart Content Caching and Delivery

How it works: The Jetson’s AI predicts which content will be most popular in a given area and preloads it to local devices, acting as a local content cache.

Use case: In schools with limited bandwidth, the Jetson preloads educational videos based on local demand. When students access these videos, they are served instantly from the local cache instead of streaming from Theta’s network.

 

The Role of Theta Network’s IoT Future

Theta Network’s mission is evolving from video streaming to powering decentralized edge intelligence. IoT devices will form the backbone of this shift. By processing data at the edge (like AI inference on the Jetson Orin Nano), Theta can reduce bandwidth usage, lower latency, and support privacy-first IoT networks. Here’s how Theta will evolve:

AI-Powered IoT Systems: Devices like the Jetson Orin Nano enable IoT devices to run AI models locally, reducing the need for cloud processing.

Content Delivery with Edge Intelligence: Smart content caching ensures that frequently accessed content is served locally, speeding up access times.

Privacy-Preserving Data Processing: With federated learning, only encrypted model updates are shared with Theta, not raw user data.

 

The NVIDIA Jetson Orin Nano may not fit the role of a traditional Theta Edge Node due to limited CPU power and memory. However, it’s a game-changer for IoT applications. From smart surveillance to federated learning, the Jetson can transform how Theta handles edge AI, predictive maintenance, and decentralized IoT systems. As Theta’s role expands into IoT, devices like the Jetson will be at the heart of its evolution, making edge computing smarter, faster, and more secure than ever before.

=====   

The content of these articles is for general informational purposes only and should not be considered investment advice. The author is a nominal investor in Theta Network and Theta Token, and their views are largely optimistic, potentially reflecting personal investment interests. Readers should conduct their own research and consult with a professional before making investment decisions.
 
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HOW TO BUY THETA TOKEN AND TFUEL  (Even if you are  in the USA):       

1) Download the crypto.com app, and become a member using my referral code: wybt6q76ar which will help me out and support my work.

2) Purchase Tfuel on the app and send to one of your Theta Wallets.

3) Go to Theta Swap and swap 99% of the Tfuel into Theta, keeping 1% behind for future gas fees, that you will need to move tokens later. Note: If your using the mobile wallet, you can do this step right inside the wallet itself.

4) Once you have 1000 Theta toens, you can stake the Theta and be rewarded in more Tfuel. 

5) Be patient and you will be greatly rewarded in the future.

 

Conclusion:

The NVIDIA Jetson Orin Nano exemplifies how cutting-edge hardware can redefine edge intelligence for the Theta Network, extending its capabilities beyond traditional video streaming and file relay. While its specifications fall short of the demands for a standard Theta Edge Node, its true strength lies in enabling AI-powered IoT applications, such as real-time video analytics, federated learning, and predictive maintenance. As Theta Network continues to evolve into a decentralized platform for edge intelligence, the Jetson Orin Nano’s role highlights the transformative potential of integrating advanced edge devices into IoT ecosystems. Together, Theta and the Jetson are set to push the boundaries of innovation, paving the way for smarter, more efficient, and privacy-preserving IoT solutions.

 

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Investigative journalist Whitney Webb says that the synchronised global effort to roll out digital ID is driven by its critical role in implementing Agenda 2030.

"CBDCs and digital IDs are meant to go together... Without digital IDs, the CBDC digital finance system cannot exist."

"They have to know who you are. And so they want to have your wallet tied to a digital ID, and have that digital ID be mapped to your physical ID through the biometric data collection."

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Wow 👀 Tether

Ex? CIA contractor Jim Rickards sure seems to have Ripple on the brain these days as we watch the New Petrodollar System unfold. XRP!

Wow there's a lot in this clip. Tether👀👀

Op: DAI

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Custom AI assistants that print money in your sleep? 🔜

The future of Crypto x AI is about to go crazy.

👉 Here’s what you need to know:

💠 'Based Agent' enables creation of custom AI agents
💠 Users set up personalized agents in < 3 minutes
💠 Equipped w/ crypto wallet and on-chain functions
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👉 What this means for the future of Crypto:

1. Open Access: Democratized access to advanced trading
2. Automated Txns: Complex trades + streamlined on-chain activity
3. AI Dominance: Est ~80% of crypto 👉txns done by AI agents by 2025

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

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97 financial institutions and four service providers that joined the FedNow® Service

We’d like to extend a warm welcome to the 97 financial institutions and four service providers that joined the FedNow® Service in Q1, including @Intuit, which is now certified to support payment processing for FedNow participants. We can’t wait to see how all of these organizations innovate with instant payments! See who’s on the network:

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Why America's Top Scientists Are Going Missing... (They Knew Too Much)

🤔 Ripple user Nium and Coinbase have partnered to enable USDC stablecoin payments across its platform, claiming the future of xborder settlement is "multi-rail."

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📈Bittensor ($TAO) Staking📈
Learn how to stake your TAO and earn potential rewards.

Decentralized staking

Staking TAO tokens lets you earn rewards by supporting the Bittensor network. In return, you receive a share of the staking rewards.

Source: Taostats

In the Bittensor (TAO) ecosystem, there are two main ways people can stake their tokens: Root staking and Alpha staking. These represent two different strategies, with different levels of risk and reward.

Root staking was the first method introduced when Bittensor launched. It allows users to lock up their TAO tokens in the core part of the network (now called Subnet 0) to earn steady, “predictable” rewards. It's straightforward and carries less risk, making it a good fit for early users or anyone who prefers a more passive, steady approach. In essence, this is the “traditional” form of token staking seen in many crypto projects. Rather than simply holding your tokens, you delegate them to validators who help run and secure the network on your behalf.

Source: Taostats.io

Later, on February 13, 2025, Alpha staking was introduced as part of a major network upgrade called Dynamic TAO (dTAO). This upgrade created subnet-specific tokens called Alpha tokens, which users receive when they stake TAO into subnets. If you’re not familiar with the concept of subnets and Bittensor infrastructure, please check out Bittensor project reviewAlpha tokens can go up or down in value, but they also offer a chance for much higher rewards, especially in new or fast-growing subnets. It has more complex staking dynamics and comes with more risk, but also more opportunity if you're actively involved.

Source: Taostats.io

In both Root and Alpha staking, there’s no fixed lock-up period—you can stake or unstake your TAO tokens at any time. However, while your tokens are staked, they’re temporarily locked, which means you can’t trade or transfer them until you unstake.

In Root staking, staking rewards are simple and “stable”. However, the reward amount (APY) is slowly going down over time. It’s because the network is moving more rewards toward Alpha staking.

In Alpha staking, things work differently. You first change your TAO into special tokens called Alpha tokens, which are connected to subnets. When you hold Alpha tokens, your balance grows as and when the subnet earns daily rewards. The more TAO is staked into a subnet, the more rewards it gets. If you want to exit, you must convert your Alpha tokens back to TAO. This process can be affected by market prices and might give you less TAO back than you put in, depending on the timing. This method can earn you more than Root staking, but it depends on how well your chosen subnet performs and how much activity it gets.

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Centralized staking

Centralized TAO staking, offered by platforms like Coinbase, is a simple and beginner-friendly option where the exchange handles the staking process for you. You earn a fixed reward rate of around 17.3% APY. While your tokens are temporarily locked during staking, there are no additional lock-up periods beyond what the network requires. The main trade-off between centralized and decentralized staking is convenience versus control.

Staking is a great way to put your TAO to work while contributing to the network's security. But, it's important to understand the terms before participating, as rewards and conditions may differ depending on the platform you choose.

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🧬VINDICATED! The Epstein Files Connect Gates, Pandemics & Censorship to a Globalist Blueprint for a Biosecurity State🧬

Every warning. Every documentary. Every article. Every post that got us banned. All of it was true. Now what? What can we do? Read on, share this Substack, help us save lives! The Light is shining! ✨

Well, well, well… look what the cat dragged in.

Actually, scratch that. Look what the Department of Justice finally dragged out of Jeffrey Epstein’s email inbox and dumped on the world’s doorstep like a rotting corpse nobody wanted to claim. Yep, that’s right. The Epstein files. It’s hilarious how the “Democratic hoax” and “fantasy” client list we were all told didn’t exist suddenly became a very real, very unsealed document.

For years—years—they called us conspiracy theorists. They slapped “misinformation” labels on our posts faster than Pfizer could print liability waivers. They kicked us off platforms, lied about us in the media, and shadow-banned our reach. Meanwhile, the real conspiracy—the one typed out in black-and-white emails between billionaires, bankers, and a convicted pedophile—was sitting in a government vault, waiting to prove us right.

And now? Now the receipts are public.

The release of Jeffrey Epstein’s files has done far more than expose a network of elite pedophilia and blackmail—it has vindicated truth-tellers like us and countless others who were smeared, censored, de-platformed, and persecuted for warning about the sinister agendas of the globalist elite. The documents reveal shocking connections between Epstein, Bill Gates, pandemic planning, and the systematic suppression of anyone who dared to connect the dots.

We weren’t crazy. We were just early. And they hated us for it.

Epstein, Gates, and the Pandemic “Business Model” They Built Together

One of the most damning revelations from Epstein’s files is his partnership with Bill Gates. Forget the carefully crafted PR spin about “regretting” those meetings. These weren’t casual dinners. These were planning sessions.

Back in 2015, Gates and Epstein exchanged emails about “preparing for pandemics” and strategies to “involve the WHO.” Gates wrote: I hope we can pull this off.”

How’s that for a chill down your spine?

This eerily foreshadowed the 2019 Event 201 simulation—a pandemic exercise hosted by the Gates Foundation, Johns Hopkins, and the World Economic Forum that just happened to model a global coronavirus outbreak… just months before COVID-19 ”mysteriously” emerged in Wuhan. Funny how that works, isn’t it?

But let’s rewind even further, to the real blueprint—the financial architecture that made the pandemic response not just possible, but profitable.

The story crystallizes in a chilling 2011 email exchangeJuliet Pullis, a JPMorgan executive under then-chairman Jes Staley, emailed Jeffrey Epstein with a list of detailed questions. The source? “The JPM team that is putting together some ideas for Gates.

The questions were precise: What are the objectives? Is anonymity key? Who directs the investments and grants? This wasn’t JPMorgan consulting an expert; it was a trillion-dollar bank asking a convicted felon to architect a billion-dollar philanthropic fund for Bill Gates.

This wasn’t JPMorgan consulting a philanthropic expert. This was a trillion-dollar bank asking a convicted felon to architect a billion-dollar philanthropic fund for one of the richest men on Earth. Let that marinate for a moment.

Epstein’s reply was fluent and commanding. He described a donor-advised fund with a “stellar board” and ties to the Gates-Buffett “Giving Pledge.” He noted the billions already pledged and identified the gap: “They all have a tax advisor, but have no real clue on how to give it away.” His solution? JPM would be an integral part. Not advisor… operator, compliance. Staley’s response: We need to talk.

By July 2011, the plan evolved. In an email to Staley, copying Boris Nikolic (Gates’ chief science advisor), Epstein laid out the core pitch: A silo based proposal that will get Bill more money for vaccines.”

Not “more research for pandemics.” Not “better public health infrastructure.” More money for vaccines.” This is the unambiguous language of capital formation, not charity. It reveals the structure’s intended output planning reached the highest levels.

In August 2011, Mary Erdoes, CEO of JPMorgan’s $2+ trillion Asset & Wealth Management division, emailed Epstein (while on vacation) with additional operational questions.

Epstein’s reply was breathtaking in scope:

  • Scale: “Billions of dollars” in two years, “tens of billions by year 4.”

  • Structure: Donors choose from “silos” like mutual funds.

  • The Kicker: However, we should be ready with an offshore arm — especially for vaccines.”

An offshore arm. For vaccines. For a charitable vehicle. Let that sink in.

So, by the time the world was panicking in March 2020, the financial machinery was already built. The investment vehicles, the donor-advised funds, the reinsurance products at places like Swiss Re, and even the simulation playbooks were dusted off and ready to go.

The pandemic wasn’t an interruption to their business—it was the Grand Opening.

Epstein’s role extended far beyond trafficking; he was a facilitator and blackmail operative for the global elite. The same forces that orchestrated the COVID-19 power grab—the mask mandates, lockdowns, censorship, and coercive mRNA push—are the ones who silenced critics like us.

Gates, despite his documented ties to Epstein (multiple flights on the “Lolita Express” after Epstein’s 2008 conviction), walks freely. He’s on TV. He’s advising governments. He’s still funding “global health initiatives” and pushing digital IDs, vaccine passports, and climate lockdowns.

Meanwhile, people like our friend, Joby Weeks, are under house arrest without charges, and voices like ours were de-platformed, demonetized, and destroyed for saying this very thing.

We told you. You knew it in your gut. Now you have the emails.

Censorship: The Elite’s “Misinformation” Label to Cover Their Crimes

The Epstein files expose not just criminal behavior, but the playbook for the systematic suppression of truth. While Epstein’s powerful friends were being protected by the FBI, the DOJ, and the media, platforms like Facebook (Meta), YouTube (Google), and Twitter went to war against anyone talking about it.

Think about the sheer audacity.

We were banned from social media for calling COVID-19 a “fake pandemic” and exposing the vaccine injury data that’s now undeniable.

Below is a screenshot of the first Facebook post that was taken down and then used as “Exhibit A” in their “reports” about how bad we were, naming us the 3rd most dangerous people on earth after Dr Joseph Mercola and Bobby Kennedy in the digital hit list they called the “Disinformation Dozen.” They attacked us, lied about us, and pressured the media, social media, and population at large to do the same: attack, threaten, and cast us out.

We were labeled “dangerous” for sharing emails, documents, and research that the DOJ and the CDC have now confirmed.

It was never about “safety.” It was about narrative control.

The same institutions that turned a blind eye to Epstein’s crimes for decades—the same ones that let him “commit suicide” in a maximum-security prison with cameras conveniently malfunctioning—suddenly became the ruthless hall monitors of “acceptable discourse,” ensuring only their approved stories could be told.

Big Tech, Big Media, and Big Government are all part of the same protection racket. They shielded Epstein’s client list, and now they shield the architects of the pandemic debacle. Independent journalists, researchers, and health advocates like us, who connected these dots, were systematically de-platformed, demonetized, and destroyed.

Why? Because we were right, and that was the greatest threat of all.

When you’re over the target, that’s when the flak gets heaviest. And brothers and sisters, we were getting shelled.

They Lied About Us While Protecting the Real Criminals

Let’s be crystal clear about what happened here.

We have spent decades exposing the cancer industry, Big Pharma’s corruption, and the suppression of natural health solutions. We produced The Truth About Cancer docu-series, reaching millions worldwide. We warned about vaccine injuries, censorship, and the coming medical tyranny years before COVID-19.

And what did they do? They called us “Conspiracy Theorists,” “Anti-Vaxxers,” and “Killers.” Dangerous.

They said we were killing people with “misinformation.”

Facebook banned us. YouTube deleted our videos. Legacy media ran hit pieces. PayPal froze our accounts.

All while Bill Gates—a man with documented ties to Jeffrey Epstein, who flew on his plane multiple times after Epstein’s conviction, who got STDs from Russian girls Epstein provided for him for which Gates asked Epstein’s help getting him antibiotics to slip secretly to his then wife, Melinda, so that she would not know about his inexcusable and perverted escapades—yes, THAT Bill Gates—was at the same time, being platformed on every major news network as the world’s health oracle.

All while Anthony Fauci—who funded gain-of-function research in Wuhan through Peter Daszak and EcoHealth Alliance, who lied under oath to Congress, who flip-flopped on masks, lockdowns, and vaccines—was treated like a saint. Time Magazine’s “Guardian of the Year.”

All while Pfizer—a company with a $2.3 billion criminal fine for fraudulent marketing, bribery, and kickbacks—was given blanket immunity from liability and billions in taxpayer dollars to produce a vaccine in record time with no long-term safety data.

Were we the dangerous ones?

No.

We were the truthful ones. And that made us the enemy.

The Weaponized Institutions: From Epstein’s Blackmail to Your Digital ID

Epstein’s operation was never just about blackmail for perversion; it was blackmail for control. The files show his cozy ties to intelligence agencies (Mossad, CIA), financial giants like JPMorgan and Deutsche Bank, and political leaders across the globe.

This is the same cabal now pushing:

  • The Great Reset

  • Digital IDs

  • Central Bank Digital Currencies (CBDCs)

  • 15-minute cities

  • Carbon credit social scoring

  • Vaccine passports

Let’s connect the dots they desperately don’t want you to see:

Financial Control:

JPMorgan banked Epstein for years despite clear red flags—over $1 billion in suspicious transactions flagged internally and ignored. They knew. They didn’t care. They paid a $290 million fine and moved on.

Now, banks like Bank of America, Chase, and PayPal de-bank conservatives, truckers, health freedom advocates, and anyone who questions the narrative. Canadian truckers. Gun shops. Crypto entrepreneurs. The goal is the same: punish dissent and control economic life.

CBDCs are the endgame—a digital leash on every citizen. Programmable money that can be turned off, restricted, or expired. Social credit by another name.

Medical Tyranny:

The FDA, CDC, and WHO—utterly captured by Big Pharma—lied about:

  • COVID origins (Wuhan lab leak dismissed as conspiracy theory)

  • Vaccine efficacy (”95% effective” turned into “you need boosters forever”)

  • Natural immunity (ignored despite being superior)

  • Early treatments (ivermectin, hydroxychloroquine, vitamin D censored and mocked)

They attacked natural health advocates just as they’ve done for decades with cancer cures, detox protocols, and anything that threatens Big Pharma profits. They are not health agencies; they are profit-enforcement arms dressed in lab coats.

Political Corruption:

Epstein’s blackmail ensured elite immunity. His client list includes presidents, princes, CEOs, scientists, and media moguls.

Meanwhile, true dissidents—Julian Assange (tortured in prison for journalism), Edward Snowden (exiled for exposing mass surveillance), and journalists like us—face persecution, imprisonment, debanking, slanderous hit pieces, and/or constant character assassination.

Two systems of justice: one for them, one for you. One for Epstein’s friends, one for truth-tellers.

The Way Forward: They’re Exposed. Now It’s Time to Build.

The Epstein files are more than proof; they are a declaration that the system is rotten to its core. But here’s the beautiful part: they vindicate us completely.

Every warning. Every documentary. Every article. Every post that got us banned. All of it was true.

The globalists’ grip is weakening. The truth—the real, ugly, documented truth—is erupting from the very files they tried to hide. They labeled us liars, but the emails show they were the architects. They silenced us, they censored us, but that only made our voices more necessary.

Epstein did not kill himself. COVID-19 was not natural. The vaccines were not safe or effective. The censorship was not about protecting you—it was about protecting them.

And now? Now it’s time to use this vindication as fuel. Not for revenge, but for revolution. A revolution of truth, health, freedom, and justice.

They tried to bury us. They didn’t know we were seeds.

The Epstein files are a smoking gun. A paper trail. A confession written in emails, financial structures, and offshore accounts.

They prove what we’ve been saying all along:

  • The system is rigged.

  • The elites are criminals.

  • The pandemic was planned.

  • The censorship was coordinated.

And we were right. 👍

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💳Citi’s Strategy to Dominate Institutional Payments💳

Citi's Institutional Payments Strategy

Citi’s Strategy to Dominate Institutional Payments is built on a foundation of technological innovation, strategic simplification, and a laser focus on institutional clients. The bank has transitioned from a fragmented global retail bank to a streamlined provider of high-margin institutional services, with its Treasury and Trade Solutions (TTS) and Securities Services segments now considered its "crown jewel." This shift, led by CEO Jane Fraser, involved exiting 14 international consumer markets and slashing decades of "tech debt" through a multi-billion-dollar partnership with **Google Cloud**, creating a modern, unified data and cloud infrastructure.

At the core of Citi’s dominance in institutional payments is Citi Token Services, a blockchain-powered platform launched in September 2023. This service converts client deposits into digital tokens, enabling 24/7, real-time cross-border payments, automated trade finance, and just-in-time liquidity management. By using private blockchain technology managed entirely by Citi, clients avoid the need to host their own nodes. The solution has been successfully piloted with Maersk and a canal authority, demonstrating how smart contracts can reduce transaction times from days to minutes—mirroring the functions of traditional bank guarantees and letters of credit.

Citi is further strengthening its position through strategic partnerships, such as its collaboration with Coinbase to expand digital asset payment solutions for institutional clients, enabling seamless fiat-to-crypto transitions. The bank is also leveraging generative AI to automate regulatory compliance, improve cash forecasting by 50%, and reduce operational case times by 90%, directly enhancing the efficiency and reliability of its payment services.

With a global network spanning 95 countries and a focus on real-time, transparent, and programmable financial services, Citi is redefining the institutional payments landscape. Its strategy—centered on infrastructure modernization, digital asset innovation, and client-centric automation—positions it to capture market share from both traditional banks and fintechs, particularly as cross-border instant payments become the norm by 2028.

As blockchain infrastructure inches closer to the core of global finance, a consequential debate is taking shape inside banks and among institutional investors.

What form of digital money will ultimately dominate on-chain settlement?

Stablecoins have so far captured the spotlight, buoyed by rapid adoption and growing regulatory attention. But a different shift is underway inside the banking sector, where executives are increasingly confident that tokenized bank deposits, and not privately issued stablecoins, could become the preferred on-chain dollar for institutional and wholesale use.

“We don’t start with the asset,” Biswarup Chatterjee, global head of partnerships and innovation, Citi Services at Citi, told PYMNTS. “We typically start with our client need, and then we look at the pros and cons of each type of asset or financing instrument.”

For institutional money, innovation can often begin with constraint.

“When you’re dealing with money as a financial institution, you’re acting in a fiduciary capacity,” Chatterjee said, framing why safety and soundness dominate early conversations with clients.

From that perspective, the critical questions around new digital instruments are regulatory and operational before they are technological. Are these assets well-regulated? Do they operate within clearly defined legal frameworks? Can they be governed with the same rigor as traditional deposits or securities?

For institutions that manage systemic liquidity, and their clients, those questions are becoming non-negotiable. Within that context, tokenized deposits are what is emerging as a natural evolution of existing bank money.

“Within the bank’s network, tokenized deposits are an efficient way for our clients to be able to get that 24/7, always-on availability,” Chatterjee said.

The Race to Define the On-Chain Dollar for Institutional Use

By anchoring decisions in client economics and workflows, banks are positioning themselves less as promoters of specific technologies and more as integrators tasked with assembling the right mix of tools for each use case. Institutional clients are not simply looking for digital replicas of existing money; they are grappling with the friction of moving funds across use cases and jurisdictions.

“There’s this constant need to transform money across its various forms and shapes,” Chatterjee said, adding that payments, working capital and financing increasingly overlap, and inefficiencies emerge when money cannot move fluidly between those roles.

By representing deposits on distributed ledgers, banks can offer real-time movement of money across accounts, entities and geographies without leaving the regulated perimeter. For enterprises and institutions, this promises faster settlement, improved liquidity management and reduced operational friction, all without introducing new balance sheet or counterparty risks.

In this sense, tokenized deposits may turn out to be less disruptive than they appear. They modernize the plumbing of banking rather than bypassing it, extending familiar money into programmable environments.

Regulation, Interoperability and the Velocity of Money

The moment money exits a bank’s direct network, however, the strengths of tokenized deposits begin to fade. Cross-border payments, underbanked regions and counterparties outside major financial institutions can expose gaps in reach and efficiency when it comes to tokenized deposits.

This is where Chatterjee said he sees a role for stablecoins, not as competitors to banks, but as connective tissue.

“When money leaves the bank’s network and goes out into the external ecosystem, that’s where we see the role of stablecoins coming in,” he said, assuming they operate in a “very safe and sound and regulated manner.”

The result is likely to represent not a binary choice but a continuum. Just as checks, wires, cash and instant payments coexist today, digital money is likely to fragment into specialized forms optimized for different environments.

At the heart of the impact financial blockchain is having on digital money’s evolution lies a deceptively simple question: What makes money “good”?

For Chatterjee, the answer hinges on universal acceptance and trust.

“What makes a currency strong … has a lot to do with universal acceptance,” he said.

Assets that cannot be readily transferred or accepted risk becoming stranded, unable to circulate productively; while trust is fundamental to the value and stability of money, no matter its form. That logic applies equally to tokenized deposits and stablecoins. Without trust and transferability, neither is likely to function as a true institutional settlement asset.

Despite the focus on tokens and technology, Chatterjee was clear about where long-term value resides. It is not in the token itself, but in service.

“Client service and the client experience is what is going to drive the winning proposition,” he said.

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