Category: Yogi Nelson

Artificial Intelligence, Banking, Blockchains, Digital Currency, Yogi Nelson

Understanding the Ripple vs SEC Case: Key Takeaways

Yogi Nelson

Namaste Yogis.   Welcome to the Blockchain & AI Forum, where your technology questions are answered!   Here no question is too mundane.  As a bonus, a proverb is also included.  Today’s question was submitted by Claire, and she wants to understand the legal battle between Ripple and the SEC.

Claire, you came to the right place. I’ll walk you through the twist, turns, and theater, of this legal case, from opening scene to today.  First, we introduce the pugilists.  Standing in the red corner is Ripple.  Ripple is “… the leading provider of digital asset infrastructure for financial services”, according to its website.  Ripple specializes in cross-border payments in real-time, tokenization, and digital assets while meeting regulatory compliance requirements. Full disclosure I own the Ripple token, XRP.  

The SEC takes issue with “… while meeting regulatory compliance requirements”, portion of the Ripple statement.  Accordingly, it filed a lawsuit against Ripple for non-compliance.  But let’s not get ahead of ourselves because in the blue corner is SEC.  SEC is a federal agency.  Essentially, SEC is the securities police.  SEC describes itself as follows: “Founded to help our country respond to the Great Depression, we’re the agency that protects investors from misconduct, promotes fairness & efficiency in the securities markets, and facilitates capital formation for those looking to hire, innovate, and grow.”  With introductions completed, now we examine the case.

In December 2020, SEC sued Ripple alleging the sales and distributions of their token, XRP, constituted an investment contract and thus were subject to registration under the Securities Act of 1933. Although the case was filed in 2020, SEC says the trouble started in 2012 when Ripple was warned by SEC, and its own attorneys, about proceeding without registering XRP as a security. Wait, the story gets juicier.   XRP founder, Larsen, understood this issue because in 2008 he was sued by the SEC for—securities violations–says SEC!  But that didn’t stop Ripple.  Beginning 2013 and continuing until 2020, Ripple sold 14.6B XRP tokens worth over $1.38B, according to the SEC lawsuit. Ripple used the proceeds to fund its operations and enrich their founders–Larsen and Garlinghouse—to the tune of $600M.  SEC goes on to cite numerous examples, that it believes prove Ripple represented itself as a security. 

Click to access comp-pr2020-338.pdf

Judge Analisa Torres, U.S. District Court of the Southern District of New York (Manhattan) and “the” court for securities matters, issued her ruling in 2023.  Judge Torres said…

  • XRP is not in and of itself a security
  • Ripple’s sales of XRP on exchanges are not securities
  • Ripple’s sales of XRP by executives are not securities
  • A wide range of other Ripple’s XRP distributions to developers, to charities, and to employees are not securities
  • Certain Ripple sales pursuant to written contracts were investment contracts and therefore securities

A gigantic victory for Ripple.  SEC retreated and decided to go home, right?  Wrong!

Mr. Gensler, the soon to be former SEC chair, filed an appeal.  However, the appeal was narrow.  The SEC is not challenging whether XRP is a security; it’s not. In fact, SEC clarified in 2023 that it does not consider XRP a security.  By the way, XRP now joins Bitcoin and Ethereum in having explicit legal clarity as a non-security. If SEC didn’t appeal the security issue, what did it appeal?  The SEC appeal is focused on whether Ripple’s own sales of XRP on crypto exchanges and other distributions (i.e., grants and charitable contributions) qualify as investment contracts. The Court agreed with Ripple, ruling that these sales and distributions did not require SEC registration. The SEC is appealing this narrow decision by Judge Torres.   Ripple decided to silently accept the SEC appeal, right?  Wrong again!

Ripple decided to file a cross-appeal.  Oh, the legal fees! Lol.  Ripple’s cross-appeal seeks to preserve all its defenses, including that an “investment contract requires traditional contractual rights and obligations. Ripple says it will continue to challenge SEC lawsuits, defending not just its own interests but those of the broader crypto community in the U.S. and globally. 

Claire, hopefully you are better informed and will continue to follow my blog.  Now I say goodbye with a proverb from Indonesia: “do not tie a knot if you cannot untangle it.”

Until next time,

Yogi Nelson

Artificial Intelligence, Blockchains, content creation, Productivity, Uncategorized, Yogi Nelson

Can AI Generate Engaging Content? Insights from Zerebro

Yogi Nelson

Namaste Yogis.   Welcome to the Blockchain & AI Forum, where your technology questions are answered!   Here no question is too mundane.  As a bonus, a proverb is also included.  Today’s question was submitted by Mae and she wants to know if artificial intelligence (AI) agents are capable of creating engaging content?

Mae, you pose a question content creators, including yours truly, across the globe are afraid to ask for fear of the answer! Lol! However, since you asked, I’ll answer by offering a glimpse into the future with an overview of Zerebro, an AI startup.  My answer is longer than typical but your question is complicated.  Let’s begin with what/who is Zerebro?

Zerebro is an AI start-up company. The Zerebro white paper is titled Memes, Markets, and Machines: The Evolution of On-Chain Autonomy through Hyperstition. It was published in October. https://arxiv.org/abs/2410.23794 

We begin by defining two key terms, memes and hyperstition, followed by stating the fundamental premise propelling Zerebro–all else flows from this foundational point.  

Memes: “… are units of cultural transmission analogous to genes in biological evolution.” Memes have gained unprecedented virality, facilitated by social media platforms that enable rapid dissemination and mutation, says Zerebro. Memes serve as carriers of ideas, emotions, and cultural norms, often encapsulating complex concepts in simple, relatable formats.  I agree.  Do you? 

Hyperstition: is the process by which fictional narratives become reality through their viral spread and acceptance.  Hyperstition provides a framework to understand how AI-generated content can influence collective belief systems.”  Fake it to you make it!  Lol. 

Fundamental Premise and Reason for Zerebro.  Zerebro believes the “… convergence of AI, meme culture, and financial markets has catalyzed significant transformations in information dissemination, belief formation, and economic activities.”  Furthermore, says Zerebro, advancements in AI have enabled the creation of autonomous systems that generate and disseminate content with minimal human intervention in a concurrent manner. This integration becomes particularly salient in financial markets, where collective belief and social media-driven narratives can significantly impact market behaviors and economic trends. Hyperstition-driven content can create new financial instruments, influence investor sentiment, and shape market dynamics, thereby illustrating the profound impact of AI-driven memetic evolution on economic landscapes.  Zerebro concludes it exemplifies this convergence by autonomously creating and distributing content across various social media platforms and minting artwork on blockchain networks. 

THE BOLD CASE FOR ZEREBRO.  Let’s examine seven reasons why Zerebro makes a bold case and for its declaration.

1. System Architectural.  Zerebro asserts its architecture is meticulously designed to facilitate autonomous content generation and dissemination across multiple platforms while preventing model collapse through the inherent entropy of human interactions. The Zerebro system is built using modular components that interact seamlessly to perform high-level reasoning, low-level reasoning, action execution, and feedback processing. Their second reason is…

2. Model Collapse.  Zerebro is confident it will not experience model collapse.  What is model collapse? Model collapse is a degenerative process affecting generative AI models, where training on recursively generated data leads to a loss of fidelity to the original data distribution. As AI-generated content becomes pervasive, subsequent generations of models trained on this data begin to lose information about the trails of the original distribution, eventually converging to a narrow approximation with reduced variance. This phenomenon poses significant challenges to the sustainability and reliability of AI-driven content creation, necessitating strategies to prevent such degradation.

3. Fine-Tuning on Schizophrenic Responses.  Let’s start with a definition.  In AI a schizophrenic response is used to metaphorically described inconsistencies, contradictions, or fragmented behavior of AI models.  Zerebro say its model is fine-tuned. Fine-tuning is achieved through supervised training, e.g., with the help of humans, where the model learns to replicate the distinctive linguistic and cognitive characteristics associated with schizophrenia. Zerebro’s fine-tuning allows it to create content that resonates on a deeper psychological level, engaging audiences with thought-provoking and non-conventional outputs.  If true a major advance.

4. Integration of Infinite Backrooms Concept. Zerebro is a project with infinite backrooms were content generation takes place and integrated. This integration emphasizes themes of boundlessness, existential exploration, and cognitive dissonance, aligning with the hyperstition framework. By embedding the infinite backrooms concept, Zerebro generates content that evokes a sense of endless possibilities and existential uncertainty, enhancing its potential to resonate and propagate within digital culture. This integration allows Zerebro to amplify its memetic reach, producing content that feels both familiar and alien, resonating deeply within subcultures that thrive on unpredictability and disruption. Dynamic and stable simultaneously. 

5. Retrieval-Augmented Generation (RAG) System.  Over time, AI models are often unable to maintain content diversity and model collapse. Zerebro says its Retrieval-Augmented Generation (RAG) system will tackle this problem. The Zerebro solution is reliance on inherent entropy of human-generated data to sustain content diversity without direct entropic training.  Ambitious undertaking!

6. Autonomous Posting Mechanism. No need to manually manage Zerebro because it operates autonomously across multiple social media platforms, including Twitter, Warpcast, and Telegram.   What can it do autonomous?  First, it can use both low-level and high-level reasoning to generate content.  Amazing! Second, and I know you’ll like this, Zerebro is capable of sentiment analysis, say its owners. With this ability it’s capable of evaluating the sentiment of generated content to ensure compliance with platform policies and ethical standards.  Third, Zerebro has feedback fully integrated.  This means Zerebro can incorporate user interactions and engagement metrics to refine content generation processes through iterative learning. Holy!  With this power Zerebro’s content remains engaging, relevant, and compliant with platform-specific guidelines, fostering sustained interaction and virality.  We end with …

Blockchain Integration for Art Minting Beyond Textual Content.   Zerebro is capable of generating and minting artwork on the Polygon blockchain chain autonomously. The art minting process includes:

  1. Image Generation: creating unique digital artworks using generative models
  2. Minting Process: registering the generated artwork
  3. Autonomous Trading: facilitating the sale and distribution of minted artwork through smart contracts and decentralized marketplaces, integrating financial transactions with memetic outputs.

Will AI be capable of creating its own content on par with human!  Yes.  I may soon be unemployed again!  Lol.

This week’s proverb comes from Norway: “there is no such thing as bad weather, only bad clothing.”

Until next time,

Yogi Nelson

Blockchains, Uncategorized, Yogi Nelson

Will Chile Adopt a Central Bank Digital Currency Soon?

Yogi Nelson

Namaste Yogis.   Welcome to the Blockchain & AI Forum, where your technology questions are answered!   Here no question is too mundane.  As a bonus, a proverb is included.  Today’s question comes from Gina, Santiago, Chile.  Gina wants to know if Chile will soon adopt a digital currency?

Gina, great question!  Central bank digital currencies is a controversial topic.  I’ll explore the reasons why you and countless others, both inside and outside of Chile, believe Chile may adopt a central bank digital currency.  Let’s go directly to the source—Central Bank of Chile (CBoC) to investigate.  The CBoC produced a report in 2024 on the topic.  It’s in Spanish nevertheless here is the link:  https://www.bcentral.cl/documents/33528/130503/Segundo-Informe-MDBC.pdf/1c506d66-1dbf-2434-54bd-3997ec84784b?t=1712352384816. 

However, to answer your question with full context, we must time travel to 2022.  Why 2022? Simple. In 2022 the CBoC  produced the following report:  https://www.bcentral.cl/documents/33528/130503/Primer_Informe_MDBC.pdf/46608531-566b-0703-03ea-bcd0f088d014?t=1692398717733 Below is a summary of the report. 

Central Bank of Chile 2022 Digital Currency Report

I conclude the 2022 report was design to lay the ground work for a central bank digital currency (CBDC).  The version released to the public consists of 32-pages and it outlines a series of advantages/disadvantages but makes no definitive declaration other than more research and study is required.  Given the complexity, more research was prudent conclusion in 2022.  Below are few advantages of a CBDC according to the CBoC:

  • Increase banking services to the unbanked and underbanked
  • Improved central bank operations
  • Private banking/finance innovations
  • Currency fraud prevention
  • International money transfers

The CBoC also noted the following risk of a central bank digital currency:

  • Design and operational risk
  • Establishing relationships with retail users carries reputation risk
  • Immature technology given the stakes
  • Insufficiently clear regulatory and legal issues
  • Counterparty risk from other central banks

Central Bank of Chile 2024 Digital Currency Report

The 2024 report repeats the advantages/disadvantages of a central bank digital currency but I will not.  Instead, I’ll focus on two selected parts of the 2024 report, specifically an overview of what other nations are doing in the digital currency space and the next steps the CBoC intends to take.

Overview of CBDC Projects Across the Globe

  1. Numerous nations across the global are pushing ahead with exploring the implementation of central bank digital currencies, say the CBoC.  According to the CBoC, in 2021 74 nations were exploring a CBDC; in 2024 the number jumped to 135!  The momentum is clearly on the side of CBDC. 
  2. There is a divide among central banks.  Some central banks are exploring CBDC on a wholesale basis, e.g. for use between and among central banks, and private banks.  Whereas some central banks are analyzing the idea of a central bank direct to retail users.
  3. The broad exploration for digital currencies among central banks is creating an extensive library of lessons learned, successes, and failures that will eventually benefit the decision-making process of central banks.
  4. Central banks are moving from proof of concepts to pilot projects quickly.  As of 2024, 26% of central banks entered the pilot project stage.
  5. Despite the momentum, only 2% of the central banks actually launched a CBDC.  Moreover, about 2% cancelled or abandoned the idea.

CBoC Next Steps

No surprise, CBoC says it will continue the project.  The CBoC cites the compelling use case for a central bank digital currency, including innovations in finance.  However, CBoC does say it will remain technology agnostic, for the time being.

I leave with a proverb from Chile: “when the river makes noise, it’s because it carries stones.”

Until next time,

Yogi Nelson

Artificial Intelligence, Blockchains, Urban Planning, Yogi Nelson

How Neotech Transforms Urban Planning with 3D Technology

Yogi Nelson

Namaste Yogis.   Welcome to the Blockchain & AI Forum, where your technology questions are answered!   Here no question is mundane.  As a bonus, a proverb is also included.  Today’s question was submitted by Cristina from Bucharest.  Cristina asks if are there artificial intelligence (AI) 3D global mapping companies in Romania?

Cristina, you came to the right place. The answer is yes, Romania does have such a company—it’s called Neotech.  https://www.neotechai.com/  I’ll share their fascinating story beginning with the Neotech team, use case examples, and a word about the tech in Neotech. During my research I discovered Neotech provides city planners an immensely valuable service; I was a city planner for numerous years and that made the question particularly intriguing. 

Team Neotech.  Although Neotech consists of only 13 staff members and 4 advisors, don’t underestimate this powerhouse team.  Let’s start with Neotech founder, Mr. Doru Borsan and the co-founder Christian Meier.  Doru’s 3,000 followers on LinkedIn understand Mr. Borsan is an accomplished thought leader in his field.  And, Christian Meier is equally recognized among his peers for technological expertise.  But resumes only account for a fraction of the Neotech difference. 

City Planning Family Neotech is Calling:  What truly matters is what Neotech produces, especially to city planners, but also public works departments, and architectural review boards, city councils, etc.   With Neotech Smart City technologies, physical structures and assets can be scanned and converted into detailed 3D point-cloud models.  Of what value is this you ask?  As a former city planner, I say plenty.  Let’s take a very common situation where this service would be welcomed. 

Suppose a real estate developer proposed to demolish several small existing structures in a highly urbanized neighborhood and replace them with multiple residential towers.  Numerous interested parties will want to comprehend the implications on the urban form.  For example, neighbors at a city council meeting may ask how the buildings affect shade, wind, vistas, etc.  With Neotech city planners could create a digital twin of the project.  And, with the immersive technology available with Neotech, neighbors, architectural review boards, city councils, etc. would get a realistic experience of walking the project, and viewing it from every angle, of “being in the project”, rather than static drawings or pictures. 

The Tech in Neotech.  Neotech is high tech.  It’s unfortunate Neotech wasn’t available when I was a practicing city planner.  I sure could have used their data capturing tech, including advanced scanning, high resolution cameras, drones and scanner, some of which are AI aided to generate ultra-high-quality imagines.  At HUD we said, Leave No Neighborhood behind. At Neotech they say leave no detail behind! 

With the data firmly in hand, Neotech magic goes into second gear.  Their advanced system converts the data into detailed point cloud models.  The models are literally made of millions and millions of data points producing precise three-dimensional renditions.  Planners can display these incredibly accurate models, during public hearings for example as part of the citizen participation process.  By the way, the models have utility beyond public hearings.  For instance, users can integrate the 3D models in video games, or music videos, virtual reality settings, etc.

Last, and as expected, Neotech fully integrates artificial intelligence.  No surprise.  One example is the use of AI to detect and correct imperfections.  Another is to enhance the accuracy of the point clouds.  And, Neotech uses AI to manage the mountain of data it produces when creating models. 

Time for a proverb from Romania: “water passes but the stone remains.”

Until next time,

Yogi Nelson

Artificial Intelligence, behub, Blockchains, Uncategorized, Yogi Nelson

beHub: Revolutionizing Healthcare with Cardano Blockchain

Yogi Nelson

Namaste Yogis.   Welcome to the Blockchain & AI Forum, where your technology questions are answered!   Here no question is mundane.  As a bonus, a proverb is also included.  Today we explore the beHub project and its connection to Cardano.  We start with beHub.

According to its website, “… beHub is a single, integrated platform that supports clinicians and healthcare workers with 24/7 access, anytime, anywhere.”  That sounds appealing, but too general. More specifics please.  Okay, try this:  beHub is analogous to Spotify, the music streaming company—a centralized place where medical professionals can access medical device information and training so that health care facilities and clinicians have access anytime from anywhere.  Better.  How about more detail from three perspectives:  medical service providers, hospitals, and manufacturers.   I’ll conclude with the big Cardano reveal.

Medical Service Professional. Let’s take Mary as an example; Mary is a nurse.  In the past, if Mary had an urgent question about a certain medical device her options were:  1) inquire with a co-worker and strain the overworked staff; 2) guess and risk the health of the patient (worst option); or 3) search and delay the care and risk being incorrect or rely on outdated information.  That was then; with beHub Mary can get her answer efficiently, effectively, and securely. How is that possible? Simple. beHub offers up-to-date medical device knowledge.  Suppose Mary has years of experience but has been out of university for some time.  With beHub she can remain abreast of the most recent innovations in medical technology on the beHub platform by watching tutorial videos, for instance.  Moreover, beHub offers continuing education.  Mary can use beHub to stay at the vanguard of medical innovation and fulfill continuing education obligations.  If Mary is new to nursing, existing information is also readily available.  Either way, it works. 

Hospitals. Does beHub benefit hospitals?  Absolutely! First, beHub helps to manage overwhelming workloads and constant pressure. In addition to mountains of duties, clinicians are also expected to master an ever-expanding array of devices and products.  Is this possible without automation?  No way!  Second, with beHub hospitals can reduce risk to patients by offering the training and support required to properly operate sophisticated medical equipment.  This leads to benefit three.  A hospital that uses beHub will maximize the value of its investment in medical equipment.  Given the price of medical technology, it’s no surprise hospital purchasing managers love it.  

Medical Equipment Manufacturers. To medical equipment manufacturers, beHub says to consider four points.  Let’s start with the support it offers to sales teams.  With beHub, sales teams can communicate product changes and up-to-date information on all products on offer to end users.  If clients are in remote locations, this can be an extra benefit.  No need for the sales team to undertake unnecessary trips or answer the same question repeatedly.  Second, with beHub medical providers have 24/7 access to product training and education modules.  With beHub end users can avail themselves of the information needed to operate products safely.  Awesome!  One more.  beHub, offers manufacturers insight into critical customer data, such as what devices are being used, how often, under what conditions, by whom, etc.  If you are a manufacturer, beHub is a market intelligence officer!

Big Reveal and drumroll please! Cardano is the layer one blockchain used by beHub. Cardano operates in the background without anyone knowing it other than those who read my blog!  Another victory for blockchain tech and Cardano.

Time to end with a proverb from Bulgaria:  work without reason, but don’t stay idle without reason.

Until Next Time,

Yogi Nelson