Relearning the Fundamentals, Many Times Over

[The above image and following post was copied and pasted from GPT-4 from a 2 minute rambling thought transcribed through Google Docs. I generated a couple separate versions of this in a couple chats, all pretty similar, for some reason all including the specific callout of Michelle Obama's book haha]


Learning is an endless journey, an ever-evolving process that accompanies us throughout our life. It's a widespread belief that the end of formal education marks the cessation of our learning. However, this is a misconception. As we journey through different stages of life, our learning does not stop; it simply transforms, taking on new shapes and adapting to our evolving needs and environments. This lifelong journey of learning is rich, diverse, and incredibly rewarding.

In the adult world, the workplace often becomes a primary arena for learning. Here, learning is integral and continuous, but it typically revolves around job-specific skills and knowledge. Employees learn and adapt to new technologies, methodologies, and strategies to enhance their performance and remain relevant in their fields. This type of learning, whether through structured training or on-the-job experience, hones one's expertise and adaptability within their chosen profession. It reflects an explicit form of learning, where the objectives are clear and the outcomes are directly related to job performance. But there's more to adult learning than just professional development.

Outside the constraints of our professions, many adults continue to engage in learning, albeit in more subtle and varied ways. Some immerse themselves in books, exploring new worlds, ideas, and perspectives. Reading books like Michelle Obama's "Becoming" can offer enlightening insights into the experiences and growth of influential figures, expanding our understanding of leadership, resilience, and personal development. Others delve into the realms of popular culture, absorbing information about celebrity lives, the latest music trends, or analyzing TV shows and movies. Though often seen as light entertainment, this type of learning provides insights into societal trends, human behavior, and cultural dynamics.

But there's an often-neglected aspect of adult learning that holds immense value: the revisiting and re-evaluation of old, foundational ideas and knowledge. The wisdom passed down through generations, the basic concepts and principles taught in our early education, or the timeless truths that have withstood the test of time – these are invaluable sources of knowledge and insight. As adults, revisiting these ideas with the lens of our accumulated experiences and mature perspectives can be incredibly enriching and enlightening.

Consider the process of re-reading a favorite book from childhood or adolescence. Each reading, at a different stage in life, can unveil new meanings, interpretations, and relevance. This reflective process enables us to connect the simplicity of foundational knowledge with the complexity of our life experiences. It's not just about re-learning old facts; it's about deepening our understanding and finding new applications and significance in what we once thought we fully understood.

Let's take the basic concept of kindness, a virtue taught in early childhood. As adults revisiting this concept, we can appreciate its complexities and far-reaching impacts in ways we couldn't as children. We understand how acts of kindness can transform personal relationships, influence professional environments, and shape communities. Similarly, re-examining historical events, scientific principles, or literary classics from the vantage point of our adult experiences can lead to deeper insights and a more profound appreciation of their significance and impact.

In essence, lifelong learning for adults isn't confined to acquiring new information or developing new skills for professional advancement. It's about a holistic approach to knowledge – connecting new learning with past experiences, revisiting basic concepts with a mature perspective, and integrating this understanding into our daily lives. This approach to learning is both enriching and transformative, enabling us to see the world through a more informed, nuanced, and empathetic lens.

Digital technology and online resources have further expanded the horizons of lifelong learning. The vast array of online courses, educational platforms, and digital libraries puts a world of knowledge at our fingertips, allowing us to explore new subjects, update our skills, and connect with global learning communities. The ease of access to diverse forms of knowledge and learning tools makes it possible for adults to continue their educational journey in ways that were unimaginable a few decades ago.

Learning throughout life is not just about personal enrichment; it's about becoming better individuals, professionals, and members of society. It's about understanding the world in its complexity and contributing to it with greater awareness and empathy.

Lucky knowledge, prepared ideas, and actionable opportunities

Image prompt: asked it to read the blog post and come up with a beautiful abstract cover image

[The following was copied and pasted from GPT-4 after I fed it a transcript of a 3 minute ramble I had recorded while walking just now and asked it to turn it into a 2000 word blog]


The sayings "Luck is when preparation meets opportunity" and "Knowledge is Ideas times Action" are more than mere catchphrases; they offer profound insights into the intricacies of success and fortune. These two ideas might seem unrelated at first, but they converge in a way that allows us to grasp the essential elements of luck and how to achieve it.

Preparation, in the most straightforward sense, is having a set of good ideas for what might happen next. These ideas are like the blueprints for building a house. For example, when you practice evacuating a building during a fire drill, you're converting an abstract idea—safety during a fire—into an actionable plan. You're not just thinking about safety; you're embodying it through action. By doing so, you're creating valuable knowledge, aligning perfectly with the Benth model that posits knowledge springs from ideas and action together. 

The role of opportunity is similar to a keystone in an arch; it holds everything together. You can practice basketball shots until your hands are sore, but it's not until you're in an actual game—your moment of opportunity—that your preparation gets put to the test. And it's at that very moment that luck happens. Not just random luck, but a type of luck you've cultivated through preparation.

Yet, the relationship between preparation and opportunity isn't just about adding one to the other. They multiply together to create luck or success. If you're exceedingly prepared but devoid of opportunities, your readiness sits idle, like an unused tool in a toolbox. Conversely, if you're presented with a multitude of opportunities but lack the requisite preparation, those opportunities will flit by, unused and wasted. Both components—preparation and opportunity—must be robust and active for the magic called "luck" to occur.

And it is precisely this dynamic interplay that characterizes stories of "overnight successes." Those who suddenly rise to fame or fortune have usually been grinding away in obscurity for years. They are incredibly prepared due to their sustained dedication and hard work. But they also make their own opportunities rather than passively waiting for luck to strike. They actively seek out chances and capitalize on them, embodying the essence of both preparation and action. 

We cannot overlook the fact that we exist in a networked society. This social interconnectedness acts as a catalyst for creating opportunities. The more people you know, the more doors that potentially open, reinforcing the idea that luck is seldom an isolated incident but more often a communal journey influenced by our relationships and social circles.

So when people say, "That person is so lucky," it's rarely just the hand of fate. That person has likely strategized, acted, learned, and seized opportunities for a long time. They've prepared with intention, acted with purpose, and grabbed hold of opportunities with both hands. Thus, "Luck is when preparation meets opportunity" and "Knowledge is Ideas times Action" serve as invaluable life guides. They remind us that we have a role in crafting our own destiny by marrying our preparation with proactive action, to seize or even create opportunities. 

2024 Big Data Bowl: Exploratory Combine Data Analysis

I'm beginning to do some exploratory data analysis with 2024 Big Data Bowl (BDB) data. This year's theme is tackling; creating metrics or visualizations that will help explain tackling in the NFL.

One early thought I had was if a defensive player's arm length, hand size, and bench press (bench press is an indicator of grip strength) numbers have any correlation with better tackling percentages. I haven't figured out a good way yet to measure the effectiveness of a tackler, so I just did a basic "(opportunities - missed tackles)/opportunities" percentage for a simple measure of a tackler's effectiveness.

I pulled the tackle data from the Big Data Bowl website and got combine data for the 2017-2022 NFL Drafts from Steelers Depot, one of the most comprehensive NFL Combine data sources. We're allowed to use any publicly available dataset so these (somewhat incomplete) Combine results would have to do.

I needed to do some data cleaning on the Combine data to standardize it and make things like arm length (32 3/8") plottable (32.375). Then I paired it by player name and linked it to the tackle data provided by BDB. The heatmap above was simply created by uploading a spreadsheet into GPT-4's Advanced Data Analysis tool and asking for a correlation matrix visualization. 

The quick answer to my question is below:

  • No physical measurement from Combine data is highly correlated with the tackle made percentage, although arm length and vertical jump are the highest at 0.03. They're all basically 0.

_______________

Then I asked GPT-4 for the top 20 correlations and what they mean, sorted by absolute value (so highly positive or negative correlations are ranked high), the info below is copied and pasted from it. There were some interesting (and obvious) pairs that emerged:

The top 20 correlation pairs, ranked by absolute value, are as follows:

1. **10 YD and 40 YD**: Correlation of 0.92 indicates a very strong positive relationship. Faster 10-yard dash times likely mean faster 40-yard dash times.

2. **SS and 3C**: Correlation of 0.89 indicates a strong positive relationship. Better scores in the Short Shuttle likely mean better scores in the 3-Cone Drill.

3. **Weight and 40 YD**: Correlation of 0.85 suggests that as weight increases, the 40-yard dash time also likely increases.

4. **BJ and 40 YD**: Correlation of -0.82 indicates a strong negative relationship. Better Broad Jump scores likely mean faster 40-yard dash times.

5. **10 YD and BJ**: Correlation of -0.82 shows that better 10-yard dash times likely mean better Broad Jump scores.

6. **40 YD and 3C**: Correlation of 0.81 indicates a strong positive relationship. Faster 40-yard dash times likely mean better 3-Cone Drill scores.

7. **10 YD and Weight**: Correlation of 0.81 suggests that as weight increases, the 10-yard dash time also likely increases.

8. **BJ and VJ**: Correlation of 0.80 shows a strong positive relationship. Better Broad Jump scores likely mean better Vertical Jump scores.

9. **SS and 40 YD**: Correlation of 0.77 indicates a strong positive relationship. Better Short Shuttle scores likely mean faster 40-yard dash times.

10. **3C and Weight**: Correlation of 0.77 suggests that as weight increases, the 3-Cone Drill score likely increases.

11. **VJ and 10 YD**: Correlation of -0.77 indicates a strong negative relationship. Better Vertical Jump scores likely mean faster 10-yard dash times.

12. **SS and Weight**: Correlation of 0.76 suggests that as weight increases, the Short Shuttle score likely increases.

13. **10 YD and 3C**: Correlation of 0.74 shows a strong positive relationship. Faster 10-yard dash times likely mean better 3-Cone Drill scores.

14. **VJ and 40 YD**: Correlation of -0.73 indicates a strong negative relationship. Better Vertical Jump scores likely mean faster 40-yard dash times.

15. **ARM and Height**: Correlation of 0.73 shows a strong positive relationship. Taller height likely means longer arm length.

16. **225 BENCH and Weight**: Correlation of 0.71 indicates that as weight increases, the 225 Bench Press score likely increases.

17. **10 YD and SS**: Correlation of 0.70 shows a strong positive relationship. Faster 10-yard dash times likely mean better Short Shuttle scores.

18. **3C and VJ**: Correlation of -0.69 indicates a strong negative relationship. Better 3-Cone Drill scores likely mean better Vertical Jump scores.

19. **3C and BJ**: Correlation of -0.68 shows a strong negative relationship. Better 3-Cone Drill scores likely mean better Broad Jump scores.

20. **SS and BJ**: Correlation of -0.68 indicates a strong negative relationship. Better Short Shuttle scores likely mean better Broad Jump scores.


James Bond and the Future of Work

[After seeing Vitalik Buterin's reflections on his two-month retreat experiment with 200 people working on the Ethereum community, it brought to mind "missions" like Reid Hoffman mentions in his book The Alliance — lower stakes Manhattan Projects maybe — as well as how different missions are what makes the story of James Bond so interesting and evergreen.

So I asked GPT-4 to write a 4000 word blog post based on a transcription of a 4 minute ramble on my thoughts. But unlike other essays like this, I did NOT tell it to emulate any writer in particular AND I specifically told it to not have chunked paragraphs with separate ideas and titles. I like how it turned out, even if it could be improved]


In the vast landscape of pop culture, some franchises stand the test of time, capturing imaginations across generations. Take Star Wars or Star Trek; their futuristic worlds give creators the liberty to continuously reinvent scenarios because the possibilities of the future are limitless. Then, there are franchises grounded in our present-day world, like the James Bond series, which offer a different but equally compelling allure. Created by Ian Fleming and immortalized through a succession of films dating back to the '60s, James Bond has been an iconic figure played by various actors over the years. The character's durability doesn't just attest to good storytelling or cinematic prowess; it taps into something fundamental about our society and what fascinates us continually. James Bond's role as an international spy is meticulously designed for maximal intrigue—hunting down villains, navigating moral complexities, and embodying a certain aspirational charisma.

The longevity and profitability of the James Bond franchise, handled by the Broccoli family, says a lot about what keeps audiences coming back. Bond's life, on the surface, may seem like pure escapism: the exotic locations, the adventurous missions, the villains and their grandiose schemes. But at its core, James Bond is about the struggle between good and evil, an elemental concept that resonates with us because we live it every day. Most of us aim to do good, strive to maintain world order, and hope for prosperity. Bond's characterization may not include a traditional family or domestic aspirations, but it certainly highlights the quest for global stability and ethical integrity, principles that are universally appealing.

One fascinating aspect of the Bond character and his world is the notion of missions—specific, high-stakes assignments in various global locations. While this idea is familiar from military and special forces narratives, its single-agent focus in the Bond films makes it especially captivating. It propels the imagination toward an intriguing model for the future of work, a future where the concept of "missions" could be applied far beyond international espionage or military intervention. 

The film's portrayal of James Bond may, in some sense, be predictive. Think about how we could adapt this concept of missions to fit other professions. Software developers, CEOs, artists, or experts in any number of fields could take on short-term projects in various parts of the world, much like Bond. For instance, a group of professionals might embark on a three-month stint in Berlin to launch a software startup. Or a team of creatives could head to South Korea with the aim of breaking the next big K-pop act. These "missions" would not only offer the allure of exotic locales but also the challenge and excitement of short-term, high-impact work.

It's an extension of what Vitalik Buterin, the founder of Ethereum, did when he convened 200 people for a two-month exploration into advancements in cryptocurrency. It also resonates with the Manhattan Project, which, although incomparably high-stakes, was essentially a mission with a specific, non-recurring objective. Unlike ongoing enterprises like NASA, these are contained endeavors with unique goals that are meant to be achieved in a finite timeframe. 

Reid Hoffman, the co-founder of LinkedIn, hinted at this future in his book "The Alliance," discussing the emerging trend of professionals engaging in brief, impactful projects. But the James Bond model adds another layer to this: the appeal of collaboration and exotic settings. People are increasingly interested in doing meaningful work, but they also yearn for the camaraderie and adventure that comes with changing scenery and diverse teams. 

As society evolves and technology connects us in more complex ways, the realm of what's possible expands. The lines between work and adventure, between solitude and collaboration, are blurring. What was once the realm of spies and special agents might just become the future of work for many more of us. And while these missions might not involve chasing villains through glamorous international cities, they hold the promise of fulfilling, exciting work that taps into our deepest ambitions and desires.

Summary of Tim Ferriss and Arthur C. Brooks podcast

[The following was copied and pasted from GPT-4 after I fed it the transcript  of this podcast and asked it to turn it into a 3000 word blog in the style of Morgan Housel https://twitter.com/kikiclavelle/status/1707314115444625494?t=Jh6QVx_eVS8xv9xaYPUq2g&s=19]


An Odyssey of Mindfulness: A Deep Dive into the Conversations of Tim Ferriss and Arthur C. Brooks


In a world where the quest for happiness often leads to transient satisfaction, the conversation between Tim Ferriss and Arthur C. Brooks presents an enticing alley of exploration. Through the twists and turns of personal anecdotes and the gentle sway of philosophical musings, their dialogue invites us on a journey towards a deeper understanding of life’s essence.

The sun had barely cast its early rays when I stumbled upon this transcript, a disussion that promised to traverse the landscapes of happiness, mindfulness, and the symbiotic connection between the corporeal and the ethereal. With a steaming cup of coffee in hand, I delved into the world where eastern philosophy meets western pragmatism.

The narrative unfolds with Arthur Brooks, a man of contemplative nature, reflecting on the realm of desires. He talks about a subtle yet profound practice—writing down one's ambitions and revisiting them, a practice aimed at taming the wild horses of desires that often gallop unbridled in the meadows of our minds. His mention of the Dalai Lama's teachings of “intention without attachment” resonates with the harmonious chords of eastern wisdom. It’s a tune that invites us to dance but not get lost in the rhythm of worldly pursuits.

As the morning sun climbed higher, casting a gentle glow on the room, the discussion transitioned to the serene teachings of Thích Nhất Hạnh. Brooks recounts how this venerable monk’s insights on mindfulness and detachment paved the way for a deeper understanding of his own Catholic practices. The narrative takes a tranquil trail into the woods of contemplation, where the leaves of mindfulness rustle with the breeze of prayer, offering a peaceful sanctuary from the chaos of the mundane.

The journey doesn’t just hover in the ethereal; it gracefully descends into the corporeal realm where the conversation steers towards physical fitness. Arthur shares his foray into occlusion training, a testament to the age-old adage - a healthy body harbors a healthy mind. The narrative flexes its muscles, showcasing the symbiotic relationship between physical vigor and mental tranquility.

With a subtle shift, the dialogue ventures into the intimate alleys of interpersonal relationships. The imagery of couples praying together, sharing a moment of divine communion amidst the earthly journey, paints a picture of profound intimacy.

As the day unfolded, the shadows growing longer with the setting sun, the narrative of Ferriss and Brooks left a lingering essence of introspection. The meld of personal experiences with age-old wisdom offered a compass to navigate the labyrinth of life, towards a center of serene understanding.

The voyage through this transcript wasn’t just a passive sail across words, but an active engagement with ideas that beckon a deeper delve into the essence of existence. It was a day spent in the company of sagacious minds, a day that promised the dawn of contemplative explorations.

As I closed the tab, the room seemed to resonate with the echoes of the profound dialogue, a symphony that promised to play in the corners of the mind, long after.