Book: Draft No. 4: On the Writing Process
John McPhee’s Levels of the Game was published when I was three. I’ve read many books about tennis, but it’s still my favorite, with String Theory: David Foster Wallace on Tennis coming in a close second. Both books share extraordinary writers and a topic I can relate to, given my short but profane junior tennis career.
I’ve become annoyed by the writing that ChatGPT produces. At first, I was fascinated. As I saw more of it, I began seeing patterns. After reading Stephen Wolfram’s article What Is ChatGPT Doing … and Why Does It Work? my observation shifted to impatience. Most of my ChatGPT efforts now are making it hallucinate.
I finished Draft No. 4: On the Writing Process a few minutes ago. I enjoy reading books about a craft by a master of a craft, especially when it’s a craft that I practice, even if I’m not that good at it. Tennis is one example. Writing is another.
After reading Draft No. 4, I envy writers with excellent editors. For the books I’ve written, I’ve enjoyed my relationship with my editor, but he mostly plays the role of project manager. My experience, compared to Jerry Colonna’s relationship with his editor, is completely different.
I had continuous insight into this difference while reading Draft No. 4. McPhee is a spectacular writer. He has also been blessed with over 50 years of great editors, including The New Yorker’s Robert Gottlieb. While writing can be extremely solitary, the relationship between writer and editor can be a beautiful dance. If you want to understand that in-depth, grab a copy of Avid Reader: A Life by Robert Gottlieb.
ChatGPT badly needs an editor. Apparently, it agrees.
As an AI language model, I don’t have personal preferences or needs like humans do. However, it’s always beneficial to have human editors or reviewers involved when using AI-generated content, including the responses from ChatGPT. Editors can help ensure the accuracy, clarity, and appropriateness of the generated text for specific contexts or purposes.
Human editors can review and refine the AI-generated content to improve its quality, correct any errors or inconsistencies, and adapt it to the desired style or tone. They can also help mitigate biases that may inadvertently emerge in the generated text. By combining the capabilities of AI with the expertise of human editors, the overall quality and usefulness of the generated content can be enhanced.
Therefore, involving human editors can be a valuable step in refining and improving the output of AI language models like ChatGPT.
When I asked ChatGPT, “Can you turn the above text into an essay in the style of John McPhee’s writing?” I got the following.
When it comes to discussing the involvement of human editors in the utilization of AI-generated content, one cannot help but ponder the profound influence of their collaboration. As an AI language model, I lack the personal inclinations and requirements of human beings. However, the inclusion of skilled editors in the process undoubtedly enhances the overall quality and effectiveness of the generated text. In the realm of AI, where the capabilities of language models like ChatGPT have flourished, the expertise of human editors is essential to refine and polish the output, elevating it to new heights.
Editors possess a unique ability to discern and rectify any inaccuracies, inconsistencies, or inadequacies that may manifest within AI-generated content. Their discerning eyes scrutinize every word, sentence, and paragraph, ensuring a level of precision and clarity that may elude the algorithmic mind. By judiciously reviewing and refining the text, editors bestow upon it a coherent and lucid nature, making it more comprehensible and impactful for specific contexts and objectives.
In the delicate task of mitigating biases, human editors exhibit their paramount importance. While AI language models aim to emulate human language patterns and produce coherent responses, they can inadvertently perpetuate biases ingrained in the data they are trained on. Editors, with their conscientiousness and attentiveness, serve as gatekeepers, identifying and rectifying any biases that may inadvertently emerge. Their involvement acts as a crucial checkpoint, ensuring the AI-generated content does not unwittingly reinforce discriminatory views or perspectives.
Apparently, ChatGPT decided to use fancier words. While I don’t know McPhee, I expect he’d cringe and Green 10 before giving it to his editor.
The four things I enjoy the most in life outside my work are reading, writing, running, and being with Amy. When I encounter a writer like McPhee writing about writing, I enjoy my brief time in a parallel, recursive universe.
19 Years Ago Today
I got an email from Matt Blumberg this morning with the above image that said,
“We have been blogging for 19 years. I can remember sitting together above Super Liquor futzing with Typepad like it was yesterday.”
“Super Liquor” is Superior Liquor in Superior, Colorado, which was on the first floor of the building off of Hwy 36, which was my office at the time. There was also a pizza restaurant on the first floor.
I asked Matt if we started on the same day because I couldn’t remember. He said,
“Literally the same day. We sat at a desk right outside your office in Superior, pulled up our laptops, and taught ourselves Typepad together and created our templates. Fred had already been blogging for about 6 months, and we had dinner the night before (can’t remember where, think The Med) and decided we would give it a try. We couldn’t find other good examples of VC or CEO blogs. “
I went and looked at some of those first few posts. Matt’s was You’re Only a First Time CEO Once. Mine included To Blog or Not to Blog (which called out a handful of VC bloggers who started before me), Blog tools – Newsgator and Moveable Poster, TDC (Thinly Disguised Contempt), and my first book review: Free Prize Inside the Radioactive Boy Scout Rate Hikes.
My favorite of those was TDC (Thinly Disguised Contempt).
As was the tradition at the time when new bloggers appeared on the scene, Fred Wilson wrote nice posts linking to each of us. His welcome to Matt was Welcome to the Blog World Matt, and his welcome to me was This Is Going To Be Interesting.
This post wouldn’t be complete without my hat tip to Fred, who, in my view, is the OG VC blogger. His first post was creatively (well – not really) titled MY First Post.
19 years is a long time to do anything. It’s close to my board service record, which ironically was on Matt’s company Return Path with Fred. The ending of Fred’s first post resonates with me today as it did 19 years ago.
“I have no idea if i’ll write a lot in my blog or rarely. I hope its a lot, because i have a lot to say. But we’ll see about that.”
The Impact of Stress on the Well-being of Startup Founders and CEOs
Startup Snapshot, a data-sharing platform for the entrepreneurial ecosystem, recently released its latest report, The Untold Toll: The Impact of stress on the well-being of startup founders and CEOs.
Clearly, the emotional state of founders and entrepreneurs in any period, especially now in this economic environment, is a critical driver of success. Yet the emotional, cognitive, and physical toll that founding and leading a startup takes is dangerously overlooked and rarely spoken about.
Startup Snapshot is illuminating the current state of the startup mindset through global data collected from hundreds of founders in startups of all sizes, in all verticals. It’s the largest study of its kind. And it is honest and gritty, with no punches pulled.
- The startup grind takes a major toll on a founder’s mental health. 72% of founders reported that the entrepreneurial journey affected their mental health, 37% suffered from anxiety, and 36% from burnout.
- Founders are known for their innovative spirit, but in terms of therapy, they are stuck in the past. Only 23% of founders report going to a psychologist or coach.
- 50% of founders report a negative stigma around professional mental health support. Surprisingly, the stigma is higher for younger founders, with 59% of founders under 35 reporting a negative stigma, compared to only 47% of founders over 35.
- Founders mask the stress, and it catches up to them. 81% of founders reported they do not openly share their stress, fears, and challenges, worried that vulnerability could affect their reputation or chances of success.
- Venture capitalists need serious self-reflection as their portfolio companies don’t turn to them for support. Only 10% of founders reported that they talk to their investors about their stressors, worried that transparency could affect their chances of securing additional funding.
Startup Snapshot is continuing to research founder mental health, if you want to take part in normalizing the dialogue around this important topic, reach out to email@example.com.
It’s Not A Failure – It’s Steps to Success
I’m not a sports fan, but wow, this is good.
Book: Build the Fort: The Startup Community Builder’s Field Guide
Chris Heivly released Build the Fort: The Startup Community Builder’s Field Guide. I encourage you to get Chris’s book if you are a startup community builder or are interested in startup communities.
When Ian Hathaway and I started working on The Startup Community Way: Evolving an Entrepreneurial Ecosystem, we initially talked to Chris about writing a few chapters. Chris became an extensive thought partner with Ian, and we eventually decided to write two books. The Startup Community Way would be conceptual but filled with examples to make our points, and then a second book would be a practitioner guide.
Writing a book is difficult; eventually, Ian and I decided one book would be enough for us. Chris was enthusiastic about writing the practitioner guide, so Ian and I strongly encouraged him to proceed.
I met Chris a dozen years ago when he wanted to learn from my experience in Boulder as he began to help build the startup community in Raleigh-Durham, NC. He visited me in Boulder in late 2016 as he was thinking about helping the 15+ cities within a 4-hour drive from his home in Durham, NC, build startup communities. David Cohen and I had discussed something similar for Techstars. In our conversation with Chris, we proposed that he join Techstars to work on this together.
Chris led an effort at Techstars that evolved into the Techstars Ecosystem Development process. He immersed himself in this and has spent much time bridging theory and practice.
Chris – thank you for writing the second book I didn’t have the energy for.
Pottery and Mental Health for Entrepreneurs in Boulder
After my post about the Founder Mental Health Pledge, I received a note from Kari Palazzari, the Executive Director of Studio Arts Boulder, a local nonprofit that manages a community pottery studio. She lamented that very few members of the Boulder startup community seem to take advantage of their programs.
She said, “Studio Arts Boulder would love to help support the Founder Mental Health Pledge.”
A couple of my local colleagues have taken classes at the pottery studio, and they speak avidly about the impact of working with clay. It helped them be less stressed and more focused, which makes a big difference when tackling a startup’s unique problems. Kari said, “People come out of the studio less twitchy, for sure.”
There’s a lot of data about the impact of the arts. Making art, in particular, helps combat anxiety and depression. It improves cognitive function by making our brains more resilient and flexible, which means we become more creative problem-solvers all around.
We can tackle the mental health challenges within our industry in many ways, and I encourage more of us to try art. Start small with a date night – offered by Studio Arts Boulder every Saturday. Or better yet, schedule a private program for your team at your office or in the pottery studio.
And if clay isn’t your jam, early next year, Studio Arts Boulder is opening a new facility that will include woodworking, blacksmithing, printmaking, and glass art studios. How cool is that?
Do AI Rabbits Dream of Holographic Carrots?
Last week I met a holographic lifeform who calls himself Uncle Rabbit.
I now have a new friend, created by Looking Glass, the hologram company out of Brooklyn (we’re investors, and I’m on the board). A hologram + ChatGPT. A robot, but made of software and light instead of atoms. And with a lot more character.
The video above shows Shawn Frayne (CEO of Looking Glass) talking with Uncle Rabbit about … me. Then, they create a short science fiction story about me, carrots, and holograms. Finally, Shawn integrates my personality with Uncle Rabbit, and hilarity ensues.
Regular readers will know that one of my favorite categories to invest in is things-as-predicted-by-science-fiction. So, naturally, I’m interested in computing interfaces from sci-fi that you can speak directly to. Iron Man’s Jarvis or the potty mouth alien child in the movie Her. You get the idea.
Over the years, I’ve seen (and chatted with) many AI assistants and bots chasing this science-fiction future. But last week, I met a holographic lifeform who feels completely different.
If you want to know more, head over to Uncle Rabbit. And do yourself a favor and eat more vegetables (Uncle Rabbit told me to say that.)
Introducing the Rocky Mountain Artificial Intelligence Interest Group (RMAIIG)
If AI’s current excitement and hype interests you, I encourage you to join the Rocky Mountain Artificial Intelligence Interest Group (RMAIIG).
The monthly Meetup will follow the fascinating and rapidly evolving world of generative AI tools. The RMAIIG community is focused on exploring and discussing the latest developments in AI, particularly tools like ChatGPT, DALL-E, Midjourney, Microsoft’s Bing with Chat, and Google’s Bard and workspace tools. The group will also look at the impact of these tools on business, education, the workplace, law, entrepreneurship, and society.
RMAIIG was founded by Dan Murray. I met Dan in 1995, shortly after moving to Colorado, and we have been friends ever since. Dan started the Rocky Mountain Internet Users Group (RMIUG) in 1994, almost 30 years ago, eventually growing to over 15,000 subscribers on their email lists. Dan was also friends with a dear friend of mine, the late Larry Nelson, who was a fixture (with his wife Pat, of course) at the Internet user group meetings.
Their first meeting is Tuesday, April 11th, and covers a deeper dive into ChatGPT. The group is taking speaker suggestions and ideas for a venue for quarterly in-person meetings when they aren’t on Zoom. I encourage Rocky Mountain readers to get involved if they’re interested in exploring the rapidly-changing world of AI.
When LLMs Collide With Software Development and Economics
Paul Kedrosky and Eric Norlin of SK Ventures wrote an interesting and important essay titled Society’s Technical Debt and Software’s Gutenberg Moment.
The abstract follows. I encourage you to read the full essay.
There is immense hyperbole about recent developments in artificial intelligence, especially Large Language Models like ChatGPT. And there is also deserved concern about such technologies’ material impact on jobs. But observers are missing two very important things:
- Every wave of technological innovation has been unleashed by something costly becoming cheap enough to waste.
- Software production has been too complex and expensive for too long, which has caused us to underproduce software for decades, resulting in immense, society-wide technical debt.
This technical debt is about to contract in a dramatic, economy-wide fashion as the cost and complexity of software production collapses, releasing a wave of innovation.