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Embracing Generative AI: Redefining Copyright Infringement in the Age of Derivative Art

The world of art and creation has long thrived on the exchange of ideas and inspiration. From paintings and literature to music and film, human expression has been a reflection of the past, enriched by the amalgamation of previous works. Generative AI, a transformative technology, carries on this tradition of derivative creation. In this article, we explore how generative AI challenges conventional notions of copyright infringement, and why it deserves to be embraced as a novel form of artistic expression that builds upon the rich tapestry of human creativity.

1. Redefining Creativity in a Digital Era:

Generative AI represents a paradigm shift in creativity, where algorithms produce original content by analyzing vast datasets of existing works. Rather than copying and pasting, generative AI harnesses the essence of previous creations and reimagines them into novel forms. This concept of derivative art is in line with the idea that nothing is truly original, as all human creation is inherently influenced by the past.

2. The Emergence of Creative Machines:

Generative AI, powered by deep learning models like GPT-3, excels in generating text, music, images, and more. These systems learn patterns from extensive datasets of human creations, enabling them to generate new content that bears resemblance to but is distinct from the training data. This interplay between human and machine gives rise to a collaborative creative process, enriching the realm of artistic expression.

3. Advancing the Public Domain:

Traditional copyright laws aim to protect original works and incentivize creators. However, in a world where everything is derivative to some extent, generative AI encourages artists to build upon and contribute to the collective cultural heritage. The reimagining of public domain works and iconic creations can lead to renewed relevance and appreciation.

4. Inspiring New Forms of Art:

Generative AI fosters experimentation, enabling artists to explore uncharted territories. Artists can feed AI models with their own works or those of others, creating remixes, mashups, and innovative art forms that defy traditional boundaries. This process of creative synthesis adds depth and diversity to the artistic landscape.

5. Automating Mundane Tasks:

Beyond artistic expression, generative AI can also streamline mundane creative tasks. For instance, AI-generated text can serve as a starting point for writers, easing the process of content creation without undermining their unique contributions in refining and enriching the work.

6. The Role of Attribution and Ethical Use:

While generative AI embraces derivative creation, attribution and ethical use are paramount. Artists and creators should be transparent about the AI’s contribution and credit the underlying datasets that inspired the output. Ethical guidelines should be established to ensure the responsible use of generative AI and respect for the creative efforts of others.

Generative AI stands at the crossroads of art, innovation, and human expression. Its ability to produce derivative works has sparked debates on copyright infringement and the nature of creativity. Embracing generative AI as a form of derivative art challenges traditional notions of originality, emphasizing that human creation has always been a continuous and evolving process. As we navigate the path of AI-generated content, acknowledging the interplay between human and machine, we redefine copyright infringement in the digital age and embrace generative AI as a powerful ally in expanding the boundaries of artistic expression. With responsible use and ethical considerations at its core, generative AI heralds a new era of collaboration between humans and machines, enriching our collective cultural heritage and shaping the future of creativity.

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The Dawn of a New Era: How Generative AI is Revolutionizing Livestreaming

The world of livestreaming has undergone a seismic transformation with the integration of generative artificial intelligence (AI) technologies. Platforms like Twitch, once known for passive viewer experiences, are now entering a new era of interactive and dynamic content creation. Generative AI brings unprecedented opportunities for content creators to engage their audiences like never before. In this article, we explore how generative AI is reshaping the landscape of livestreaming, revolutionizing content creation, and opening doors to endless creative possibilities.

1. Interactive Storytelling:

Generative AI allows livestreamers to create interactive and adaptive narratives in real-time. Viewers can actively influence the storyline, character development, and plot twists through chat interactions or other engagement mechanisms. This immersive experience blurs the lines between creator and audience, fostering a deeper sense of community and connection.

2. Personalized Content:

With generative AI, livestreamers can customize content for individual viewers based on their preferences, making each viewer’s experience unique. AI-driven recommendation systems analyze viewers’ behaviors, interactions, and interests to serve tailored content, maximizing engagement and viewer satisfaction.

3. AI-Driven Avatars and Characters:

Generative AI empowers creators to develop lifelike avatars and characters that can interact with viewers in real-time. These AI-driven entities can respond to chat messages, answer questions, and simulate human-like behavior, elevating livestreams to a level of interactivity previously unattainable.

4. Real-Time Effects and Augmented Reality:

Generative AI enables livestreamers to incorporate real-time effects, filters, and augmented reality elements seamlessly into their broadcasts. From face filters to virtual backgrounds, AI enhances visual aesthetics and keeps viewers captivated.

5. Auto-Generated Content:

Generative AI can automate certain aspects of content creation, such as generating background music, visuals, or overlays. This not only saves time for creators but also maintains a consistent and polished presentation for the livestream.

6. AI-Enhanced Chat Moderation:

Livestreamers can use AI-powered chat moderation tools to ensure a safe and respectful environment for viewers. AI algorithms can identify and filter inappropriate content, spam, and toxic behavior, fostering a positive community atmosphere.

7. AI-Driven Predictive Analytics:

Generative AI can analyze viewer data and engagement patterns to provide valuable insights and predictive analytics for livestreamers. Creators can optimize content, scheduling, and monetization strategies based on AI-generated recommendations.

The Future of Livestreaming:

As generative AI continues to evolve, the future of livestreaming on platforms like Twitch holds limitless potential:

1. Enhanced Audience Participation:

AI-driven interactivity will further empower viewers to actively participate in livestreams, blurring the boundaries between creators and audiences.

2. Virtual Worlds and Immersive Experiences:

Generative AI will enable the creation of interactive virtual worlds where viewers can explore and interact with AI-driven characters and elements.

3. Personalized Monetization:

AI-powered recommendation systems will revolutionize monetization strategies, presenting personalized content and product offerings tailored to individual viewers.

4. Cross-Platform Integration:

Generative AI can foster seamless integration across multiple livestreaming platforms, expanding the reach and impact of content creators.

5. AI-Assisted Content Curation:

AI algorithms will assist creators in curating relevant and engaging content, optimizing content discovery for viewers.

Generative AI is ushering in a new era of livestreaming, transforming passive viewers into active participants in immersive and interactive content experiences. From personalized storytelling to AI-driven avatars, the possibilities are boundless. As this technology advances, livestreaming platforms like Twitch will continue to evolve, nurturing thriving communities of content creators and engaged audiences. The future of livestreaming is fueled by generative AI’s ability to create unparalleled content, fostering deeper connections and redefining the very nature of content creation and consumption on the digital stage.

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Harnessing the Power of All-Iron Batteries: The Future of Energy Storage

In the quest for sustainable energy solutions, all-iron batteries have emerged as a promising contender, poised to revolutionize the energy storage landscape. Leveraging the chemical interactions between iron and oxygen, these batteries offer a myriad of benefits, from thermal stability to low cost and scalability. In this article, we delve into the battery chemistry of all-iron batteries and explore their potential applications, including large-scale backup batteries for buildings and mass energy storage.

Understanding All-Iron Batteries:

1. Battery Chemistry:

All-iron batteries, also known as iron-air batteries, are a type of rechargeable battery that operate through the redox reaction between iron and oxygen. At the heart of these batteries lie two main components: the anode and the cathode.

Anode: The anode is the negative electrode where the oxidation reaction takes place. In an all-iron battery, the anode typically consists of pure iron or an iron alloy. During charging, iron is oxidized to form iron ions (Fe^2+ or Fe^3+), releasing electrons and allowing for electrical energy storage.

Cathode: The cathode is the positive electrode where the reduction reaction occurs. In the case of all-iron batteries, the cathode is an air cathode that facilitates the interaction between oxygen from the surrounding air and the anode. When discharging, oxygen reacts with water and electrons to form hydroxide ions (OH^-) at the cathode, initiating the flow of electrical energy.

2. Thermal Stability:

All-iron batteries exhibit exceptional thermal stability due to the redox reactions occurring between iron and oxygen, which are inherently less prone to thermal runaway compared to traditional lithium-ion batteries. This feature makes all-iron batteries safer and reduces the risk of overheating, a critical factor in large-scale energy storage applications.

3. Low Cost and Abundant Materials:

One of the most compelling advantages of all-iron batteries is their low cost. Iron, being one of the most abundant elements on Earth, provides an inexpensive and readily available resource for battery production. Compared to the scarcity of materials in lithium-ion batteries, all-iron batteries have the potential to significantly reduce the cost of energy storage technologies.

Applications and Advancements:

1. Large Backup Batteries for Buildings:

The thermal stability and cost-effectiveness of all-iron batteries make them an ideal choice for large-scale backup batteries in buildings and infrastructure. By providing a reliable and safe energy storage solution, all-iron batteries ensure uninterrupted power supply during grid outages or peak demand periods.

2. Mass Energy Storage:

With the world’s growing focus on renewable energy sources like solar and wind, efficient energy storage is critical to maintaining grid stability. All-iron batteries, with their ability to store energy at a large scale, offer a viable solution for storing excess renewable energy during times of low demand, subsequently releasing it when needed.

3. Decentralized Power Generation:

All-iron batteries can play a crucial role in promoting decentralized power generation by integrating with small-scale renewable energy systems. By storing excess energy from solar panels or wind turbines, all-iron batteries empower communities to become more energy-independent and sustainable.

As the world strives for a greener and more sustainable future, all-iron batteries stand at the forefront of energy storage innovation. Their unique chemistry, characterized by thermal stability and low cost, makes them a compelling alternative to traditional lithium-ion batteries. From large-scale backup batteries for buildings to mass energy storage solutions, all-iron batteries have the potential to revolutionize the way we harness, store, and utilize energy. With further advancements and ongoing research, we are inching closer to a world powered by clean, reliable, and economically viable energy storage systems – a future made possible by the remarkable capabilities of all-iron batteries.

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Cryptocurrencies: Debating Securities or Actual Currencies and the Role of SEC Oversight

Cryptocurrencies have become a prominent feature of the modern financial landscape, sparking debates about their classification as securities or actual currencies. The distinction holds significant implications for regulatory oversight and investor protection. In the United States, the Securities and Exchange Commission (SEC) plays a central role in overseeing securities, raising questions about whether cryptocurrencies should fall under its purview. In this article, we delve into the complexities of categorizing cryptocurrencies and explore the arguments surrounding SEC oversight.

1. Cryptocurrencies as Actual Currencies:

Advocates of classifying cryptocurrencies as actual currencies argue that they function as mediums of exchange, stores of value, and units of account. They assert that cryptocurrencies like Bitcoin and Litecoin are designed to operate independently of any central authority, resembling traditional fiat currencies in their decentralized nature.

Monetary Freedom: Treating cryptocurrencies as currencies recognizes the potential of financial innovation, offering individuals greater control over their assets and financial transactions.

Currency-Based Regulations: Placing cryptocurrencies under the purview of financial regulatory bodies focused on currencies may lead to more suitable and effective regulatory frameworks.

2. Cryptocurrencies as Securities:

Proponents of classifying cryptocurrencies as securities contend that many initial coin offerings (ICOs) and token sales represent investments in projects or businesses, similar to traditional securities. The Howey Test, established by a Supreme Court ruling, is often cited to determine whether an asset qualifies as a security.

Investor Protection: Treating cryptocurrencies as securities could provide a higher level of investor protection, ensuring transparency and disclosure requirements.

Regulatory Safeguards: SEC oversight of cryptocurrency offerings may prevent fraudulent activities and promote fair market practices.

3. SEC Oversight and Regulatory Challenges:

The SEC has taken action against ICOs that it deems to be selling unregistered securities, reflecting the Commission’s efforts to regulate cryptocurrency-related activities. However, determining whether a specific cryptocurrency qualifies as a security can be challenging, as some digital assets may possess both currency-like and security-like features.

Regulatory Clarity: The lack of clear regulatory guidance on cryptocurrency classification has led to uncertainty among market participants and hindered the growth of the crypto industry.

Global Implications: Decisions regarding cryptocurrency regulations can impact the global crypto market, raising concerns about regulatory arbitrage.

4. The Evolving Crypto Landscape:

The cryptocurrency space is continuously evolving, with new innovative projects and technologies emerging. The dynamic nature of cryptocurrencies poses challenges for regulators to adapt and strike a balance between fostering innovation and ensuring investor protection.

The classification of cryptocurrencies as securities or actual currencies remains a subject of intense debate and regulatory scrutiny. Striking the right balance between fostering financial innovation and safeguarding investor interests is paramount. As the crypto landscape continues to evolve, regulatory authorities, including the SEC, must engage in constructive dialogue with industry stakeholders to develop a coherent and adaptive regulatory framework. Achieving clarity on the classification of cryptocurrencies and providing comprehensive oversight will be instrumental in building a sustainable and inclusive digital financial ecosystem that fosters innovation, protects investors, and embraces the transformative potential of cryptocurrencies.

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The Shared Media Landscape: Embracing Human and AI-Generated Content in the Age of Innovation

The media landscape is undergoing a paradigm shift, fueled by the rapid advancements in AI and automation. As content creation evolves, the lines between human-generated and AI-generated content blur, giving rise to a shared media ecosystem. In this article, we explore the coexistence of human and AI-generated content, and discuss whether AI’s cost-effective nature will diminish the value of media due to its low overhead costs.

1. The Rise of AI-Generated Content:

AI-driven technologies, particularly in natural language processing and image generation, have shown remarkable capabilities in creating content that rivals human work. From automated news articles to computer-generated art, AI-generated content is finding its place in the media landscape.

2. Complementing Human Creativity:

Rather than replacing human creators, AI-generated content serves as a complementary tool, augmenting human creativity. AI can assist in repetitive tasks, content generation at scale, and even inspire new ideas, empowering human creators to focus on more complex and imaginative endeavors.

3. Expanding Content Diversity:

AI-generated content diversifies the media landscape, introducing new perspectives and styles. As AI models learn from vast datasets, they can emulate various artistic influences, bridging cultural gaps and broadening content horizons.

4. Overhead Cost Considerations:

One of the significant advantages of AI-generated content is its cost-effectiveness. Once trained, AI models can produce content at a fraction of the time and cost required for human creators. This cost efficiency appeals to media producers seeking to reduce operational expenses.

5. The Value of Human Touch:

While AI-generated content may be efficient and consistent, the value of human creativity remains unparalleled. Human creators infuse emotions, experiences, and unique perspectives into their work, resonating with audiences on a deeper level.

6. Trust and Authenticity:

In an era of misinformation and deepfakes, the authenticity of content becomes crucial. Human-generated content establishes trust through authenticity and credibility, instilling a sense of connection between creators and consumers.

7. Striking a Balance:

The future of media lies in striking a balance between human and AI-generated content. Embracing AI as a powerful tool for efficiency and content expansion while preserving human creativity and artistry ensures a rich and multifaceted media landscape.

8. Reshaping Creative Processes:

The shared media landscape reshapes creative processes, fostering collaborations between human creators and AI systems. AI can inspire new ideas, provide data insights, and assist in creative decisions, ultimately enhancing the quality and variety of content.


The shared media landscape ushers in a new era of content creation, where human and AI-generated content coexist and complement each other. AI’s cost-effective nature does not diminish the value of human creativity but rather propels it forward by alleviating repetitive tasks and amplifying imaginative endeavors. The diversity and efficiency AI brings to the media landscape expand content horizons, providing audiences with a wide array of perspectives and styles.

In navigating this evolving landscape, it is crucial to uphold authenticity, credibility, and trust in media. Human-generated content remains irreplaceable, as it embodies the emotions, experiences, and unique touch that AI-generated content may lack.

As we embrace the shared media ecosystem, we find opportunities for creativity and innovation, harnessing AI as a powerful ally while preserving the essence of human creativity. By striking a balance between human and AI-generated content, the media industry paves the way for a dynamic and enriched content landscape, captivating audiences and shaping the future of media in an ever-evolving world.

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Unveiling the Risks: The Dubious Legality and Perils of ICOs

The rise of Initial Coin Offerings (ICOs) has become a magnet for entrepreneurs seeking alternative fundraising methods. Promising rapid capital generation and access to a global pool of investors, ICOs have surged in popularity. However, beneath the surface lies a murky landscape of dubious legality and inherent risks. In this article, we delve into the world of ICOs, examining the potential pitfalls and regulatory uncertainties that raise red flags for both investors and project creators.

1. A New Frontier for Fundraising:

ICOs have presented a novel means for startups and blockchain projects to raise funds, bypassing traditional channels like venture capital or initial public offerings (IPOs). By issuing digital tokens or coins, companies can attract investors globally, often without adhering to the rigorous regulatory requirements that accompany conventional fundraising methods.

2. Lack of Regulatory Clarity:

ICOs have flourished in an environment marked by regulatory ambiguity. The lack of clear guidelines has created a fertile ground for dubious actors to take advantage of investors’ enthusiasm. The absence of established frameworks has also hindered investor protection and raised concerns about fraudulent schemes.

3. Fraudulent Projects and Scams:

The allure of ICOs has attracted a significant number of projects with little substance or legitimacy. In some cases, fraudulent ICOs have duped investors with empty promises and exaggerated claims, leading to financial losses and disillusionment.

4. Legal and Regulatory Repercussions:

As the ICO landscape matures, regulatory authorities around the world are scrutinizing these fundraising mechanisms. Unregistered and non-compliant ICOs are facing increased legal challenges, with regulators stepping in to protect investors and maintain market integrity.

5. Volatility and Market Speculation:

The unregulated nature of ICOs has contributed to extreme price volatility and speculative behavior in the market. Investors, driven by FOMO (Fear of Missing Out), may engage in speculative buying, leading to price bubbles and sharp corrections.

6. Investor Protection:

Unlike traditional fundraising methods, ICOs often lack adequate investor protection measures. Investors face significant risks, including limited recourse for losses and potential difficulty in tracking down fraudulent actors.

7. Project Viability and Sustainability:

Many ICO projects lack a viable business model or a clear path to sustainability beyond the fundraising stage. The absence of regulatory oversight may enable unscrupulous actors to collect funds without any intention of delivering on promises or building a successful project.

While ICOs may have initially promised a new frontier for fundraising and innovation, their rapid growth has brought to light significant risks and legal uncertainties. The lack of regulatory clarity, coupled with the prevalence of fraudulent projects, underscores the need for caution and due diligence in the ICO space. Investors must exercise prudence and thoroughly research projects before participating in token sales.

To foster a more sustainable and investor-friendly ICO landscape, regulatory bodies must work towards providing clear guidelines and standards. Striking a balance between encouraging innovation and safeguarding investors is critical to building a responsible and legitimate ICO ecosystem. As the cryptocurrency space continues to evolve, vigilance and responsible practices are essential to weed out fraudulent schemes and ensure the long-term viability of ICOs as a credible fundraising option for legitimate blockchain projects.

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Just some thoughts: the crypto crash

So this past month or so has been quite the ride for the crypto markets as a whole, and I just wanted to share some thoughts!

Mostly, I think that this crash is actually a good thing! The bad of course being the tens of millions of dollars that has been lost by investors who were late to the game. But that’s about it in that category!

“How is this a good thing,” you are almost certainly asking, and that’s a pretty fair question, especially with those markets tanking alongside the stock market, it just seems like there’s no good news to be had.

Well, the first piece of good from this is the pruning of a number of griftcoins, non-fungible griftcoins, and cryptocurrencies that have too limited and unnecessary use-cases.

The stories of the pump-and-dump ICO are rampant, with many simply being impractical, badly implemented, or just a scheme to make a few people a bunch of money selling air to suckers. With many of these crashing, losing most of their value or even nearly going to $0 in some cases, there will be in general, more oversight, if not from government regulators, from investment firms, before a fund now simply decides to incorporate crypto into their holdings.

Also with some of the more frivolous, or badly executed NFTs, there will hopefully be reforms in the way that the system works, as the carbon footprint for an NFT on the ETH blockchain is simply too high at the moment to be practical in the long term, and such projects should only be added if they bring or create some kind of real value.

A final thought on NFTs before I finish this ramble today is about the use of those that only serve to be collectible cards or art-without-rights should be removed, or be severely limited. To get ownership of an image on the blockchain, but to not actually get any rights that would normally be associated with that ownership, other than the ability to resell it I think is a destructive model to the crypto community. NFTs while they do have potential use cases that could really be… well… useful, they have become a laughing stock, with many outside the community poking fun, or even getting angry about them. I’ve been around since the beginning and I really do believe in the possibilities that blockchain technology can bring, but we should really keep some limits in mind.

On an (almost) unrelated note, I recently discovered my crypto-pamphlet available for sale on Google books! I thought that it had been lost to the sands of time, but you can get it in all of it’s sage and cringe here!

And if you’re more interested in works of fiction, you can get the first two books of my series here and here respectively!

See you next time I have some thoughts! (It’ll be soon)

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Technology and Integrated Education

I’ve had this idea for a long time now, but really only recently had the language and the knowledge to put into words the idea. It is part of my overall treatise on power and core governing principles, but as I have difficulty getting myself to write long books all at once, a series of notes and essays to later be compiled is a much more straightforward task.

I have for a long time thought that the US system of government was flawed. When I was younger, in the early 00’s, I was excited for a future where we could use technology to assist in governance, and could eventually make life better for everyone. Now, I still desire that future, but I have simultaneously become frustrated by the amount of technology that we have continued to develop, but still have a massive lack of technological integration into our government.

I even understood, back then, that technology has vulnerabilities, and that developing a complex infrastructure to incorporate into society would take time, to work out security, and to perform testing. The systems would need to be well-planned, so they could use cutting-edge technology at the time that would, with some effort, be able to be upgraded in the future, or would be able to be effective before becoming outmoded for a long time.

Alas, there have been few public works projects on this scale, with the most advanced typically being attempts at large-scale transportation infrastructure (trans-continental high-speed rail and the hyperloop are notable examples of this).

By now in our history, I would have expected for technology to have radically shifted how governments run. Now, the coronavirus is pushing some aspects of governance and society at large to be moved forward by technological needs, this fast pace of change carries with it great risk, as there is little time to deal with security risks, or to appropriately fund public projects to deal with the issues that we are faced with, instead being forced to rely upon the solutions that corporations have provided, cobbling together a patchwork system of applications, and systems that are becoming increasingly cumbersome and incompatible with each other.

A good example of this is education. I know that I am a pretty decent student when it comes to self-directed learning (it’s how I’ve managed to continue learning so much without access to formal classrooms), but I know that many of the people that I have met my age are not. I know how to find information that I am searching for, and even often how to get around financial barriers to that information, and I am so relentlessly curious that I won’t stop searching for information until my questions are answered, including those I didn’t know that I had until finding the information that answered them. With the power of search engines and the open internet, a person could become an expert in a particular niche, diving into their topic of interest, and gain a high-level mastery of it in just a couple of years, without ever setting foot in a classroom. Without some sort of guiding curriculum, most people’s educations’ would be limited to their areas of interest, leading to what would be an incomplete education, but these are simple considerations that are workable.

When I was in middle school, I was part of a magnet program for rocketry, but the program’s approach to interdisciplinary studies was genius, and I could see it, even in it. Across each of our classes, we had connections to each of the other classes, and at the end of each quarter, had an integrated project, a single project across multiple subjects that connected the things that we learned into something practical and interesting. One example of this was our pyramid project. I don’t quite recall all of the elements of the project, but I recall that it involved physics and engineering to make traps, a presentation that explained our pyramid in the context of history, and the pyramid had to be made to specific mathematical specifications. We had a number of these projects over the years, and each one brought to life the things that we were learning, instead of just learning a series of facts for each class, separated by subject and intention.

I knew that this was important. I had been interested in psychological hacking at this point in my life, and had been doing research on mind hacks, figuring that learning these hacks early in life would allow me to leverage them for the rest of my life. One of the things many of the resources I read taught you is how to create mnemonics, as they are often described as incredibly important tools for remembering things. You connect a new idea to an existing idea, to create multiple neural pathways to that idea in the newly created memory in your brain. Many of the things I read created arbitrary mnemonic systems that, while useful for remembering specific facts, I found became actually cumbersome. However, after reading enough of them, I found that along with reading some more reputable published sources on learning and education, I was able to get to the heart of the issue, and the jigsaw pieces fell into place.

Everything is connected. All of it. This was further reinforced by my interest in economics, and how I realized that economics ends up being a study of everything, as everything, from charity work building farms in Africa, to high-energy physics research, to steel production in China, to the latest viral video trends and creator content, is all within the realm of economics, and connections can be drawn between these elements.

Students don’t care about their learning when it seems that there is no connection to their everyday lives, or their understanding to how a piece of information will be useful in the future. Now, it’s not that those facts won’t be useful, and in fact, things that I thought would be completely useless to me in my adulthood have ended up being surprisingly useful, but if you had given me a few examples of where something like this is actually useful, instead of simple, silly, and unrealistic word problems, or just insisting that it would be useful eventually, I might have been able to more easily integrate the piece of information, instead of rote memorization. Also by connecting pieces of information that are connected, you build a more complete fundamental understanding of the world that is easier to build on.

I could see that the future would be a combination of integrated learning to create a broad but solid foundation, with more advanced integrated learning techniques being able to convey more advanced information at a younger age, we would be able to compress more education, with the other piece being narrow, interest-driven learning, essentially allowing children to begin finding their field of specialization early on. Unfortunately this has not happened, and while the amount that kids know by the time they get out of high school has certainly increased from where it was 20 years ago, much of it is not the result of more advanced curricula, but by absorbing things that they learn on the internet, the focused self-directed branch solely, and not guided by the educational system itself.

There is much that can be done to streamline costs and even the educational gap between wealthier districts and poorer ones, notably a free federal education system. Such a system, I imagine, would be able to be enrolled in completely digitally, with in-person/online supplementary facilities, perhaps placed in already existing infrastructure, where students could advance at their own pace, which would include classes and educational resources for students from K-12 and would include all of the courses required for at least an undergraduate degree, and continuing education for that degree for free through this federalized digital system, and would allow for students to move at their own pace outside of the typical fall/spring school year.

Having a “federal college” would be difficult, you need to create the classes, the curriculum, the paths of advancement, the exams, standards, and determining the requirements for degrees, building the digital infrastructure, and having the supplemental human resources for the program to assist children. Of course this college would probably be seen as less reputable, at least off the bat, so other schools would need to be phased out, simply making it an option for students. By having a digital infrastructure like Blackboard that students could access (accommodations including devices and basic internet service should be provided to low-income families), you provide more broad access to education.

Another advantage to having access to digital resources, and to allow for students to go at their own pace, you can track how quickly students are moving through courses each year, you can analyze when they are doing school work, and adjust resources. This also gives the federal government access to a depth of information on their future labor force, allowing them to more accurately project what the workforce will look like in the next decade, allowing for more informed policy decisions to be made. It can also be used to analyze how students prefer to learn. Do they do more work at night? Do they take the summer off? How quickly do they move through education if unimpeded by the barrier of the school year that we put in place to create even “batches” of students, like a factory.

The real test of such a system is how young will the average age of a degree-earner be? Even with increasingly difficult and dense curricula early on in life, we could still see the average age of a degree-earner drop steadily (or quite quickly for the most advanced students). Without the learning loss of summer and winter breaks, we could see people regularly earning their bachelor’s degrees by the time they are 18, and those who still seek it, but are slower, instead of being forced out of schools, can take things at their own pace and still find success with few financial barriers, and would provide an opportunity for those who were blocked out of higher education to catch-up, or to gain access to ambitions that were seen as out of reach.

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affiliate economics life money profit rant technology Uncategorized

Food Delivery in the time of the Coronavirus

I’ve been doing food delivery for Doordash for like, 4 years now, in addition to the years of doing food delivery for other services in the years before that, so I’ve had a lot of experience in the field. The onset of our current pandemic though has changed the business in a number of ways that I could not have expected.

Of course the lower cost of gas that has precipitated from the crisis has been a boon to my wallet, enabling me to fill up my car at a greatly reduced cost. Additionally, as there have been few places that have open lobbies, there have been far more delivery orders than we would normally expect. However, since there are so many orders, and the reduced capacity to meet those orders due to reduced staffing and fewer open places has pushed the orders onto fewer places, and has extended the busy hours, especially for places that are open late at night. With many places closing early, the places that are still open late are packed with orders. The less strict hours that many are adhering to means that there are many more orders outside the typical rush hours (11a-2p for lunch, 5p-8p for dinner, 11p-1a for late night). In the early days of the pandemic, tips were larger than usual, with people being highly appreciative of those doing delivery. Now, the tips have started to become more conservative as the financial stresses have started to more families, though this has been offset a little with the increased base pay that many delivery services have been imposing.

 

I think that one of the most surprising things that has changed during the coronavirus crisis that I have noticed has been the availability of restrooms has significantly dried up. Many restaurants have closed accessibility of their restrooms off to customers and delivery folks alike, limiting the ability of drivers to work long, continuous shifts. Now I find myself taking breaks to find a gas station with an open restroom, or even going home to use the one I know is always open. It used to be that with nearly every restaurant being open that there was always a place to stop for a couple minutes, between fast food places, gas stations, and the restaurants where I would have to take deliveries from. Now I would consider myself lucky if a restaurant even has an open lobby, so I’ve got at least a chance of it being open, instead of being relegated to the drive-thru, or the order being brought out of the restaurant to my car by a staff member, effectively turning everywhere into a Sonic Drive-In.

 

Another observation has been that many of the orders I’ve taken more recently have ended up being farther out to more rural areas, presumably as it is more difficult for them to find places that are open and nearby, especially late at night, resulting in a lot of longer drives than the short hops that would be more typical a few months ago.

 

Overall though, even with the forced breaks, and the unreliable tips, things have actually been pretty decent as a delivery driver the past few months, and it has been quite a relief to know that my bills are paid in this concerning time!

 

Interested in signing up to join Doordash or Postmates in this crazy time to secure a side income? Get a sign up bonus by using the links!

 

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bitcoin crypto economics investing money profit rant technology Uncategorized

Why Bitcoin is Not A Hedge

Well, it’s happened, the adoption of Bitcoin to the point where it has become mainstream enough. The problem is that the vision that Satoshi had for the digital currency has failed. Bitcoin is not the border-less currency that was envisioned, a decentralized system that would be separated from the pitfalls and difficulties that traditional currencies would be. Now, of course, there has been a fierce debate on what role Bitcoin should play, a borderless currency, a decentralized fiat, a new class of asset in the vein of gold or other precious metals, a harder-to-hack currency, but it seems that the market has decided for the community which role that it is going to play as it becomes more ubiquitous: a stock.

See, investors don’t spend cryptocurrency like the typical crypto-adopter might. For the investor class, cryptos have now just become a new class of asset, like dollars or euros, the yuan, bonds or ETFs. However, unlike many of those other assets, which are chosen for their stability, their consistent yields, or their dividend returns, bitcoins and other cryptos are purchased for their instability, and their relatively low trading volumes, at least when compared to the market cap of any given blue-chip stock. For example, the total market cap of bitcoin at the moment is roughly $67 billion. By no means is this small potatoes compared to where it has come from, but that is nothing compared to the market caps of Apple, Microsoft, Amazon, Alphabet, or other major players, who all have market caps over ten times that. Even including every cryptocurrency, the numbers are still small overall, with a total crypto market cap of just a bit over $300 billion, with much of that being distributed across a large number of even more volatile currencies, with even smaller caps.

As a result, when investors trade on crypto, their sheer purchase power as a percentage of the availability means that bitcoin cannot maintain independence from the rest of the investment markets at large. When markets move now, bitcoin is destined to move with those markets as investors trade it as they might with a mid-cap or small-cap stock. The downside to trading currency though is that for the currencies, you only realize your profits when you actually sell or use the currency, meaning that rather than holding onto stocks for their dividend benefits, to actually use the benefits, a person must either actually use the currency, or sell it off, with the second being far more likely for those who are buying large amounts of crypto for investment. Bitcoin and other cryptos now have the problem that they have been adopted by the investment class as an investment before it was used more widely as an actual currency, with much of the adoption being driven by the insanely-hyped stories that come out every once in a while about someone whose early purchase of bitcoin has now made them incredibly wealthy, with a lot fewer businesses and consumers using it on the streets, where usage would keep the prices more stable and resistant to the effects of market movements.