Generative Tech Market Map and 5-Layer Tech Stack: How I Became a Founder

Generative Tech Market Map and 5-Layer Tech Stack: How I Became a Founder

In the world of technology, innovation is key. The constant change, independence, and camaraderie associated with being at the forefront of societal change are what drew me to this field. As a student studying computer science, I had the opportunity to attend events organized by Peter, where I met like-minded individuals who would later become core members of my network of founders.

These connections proved to be invaluable as I embarked on my journey to become a founder. Shortly after leaving my previous job at Yup, I was fortunate enough to receive my first investment from Village Global. This incubator played a crucial role in the early stages of my company, Omneky. Through weekly dinners with other portfolio companies, we were able to discuss challenges and share our learnings. It truly takes a community to build a successful company, and Village Global provided the support and resources I needed to get Omneky off the ground.

Throughout my journey, I have found that reading is essential. It is through books and articles that I have gained valuable insights and knowledge. I believe in the power of continuous learning and growth, and my reading list reflects this belief. (note: This is Hikari's reading list: [link to reading list])

One of the biggest obstacles for aspiring founders is financial stability. Starting a company requires taking risks, and this can be difficult if you rely on a steady income from a job to support yourself or your family. Therefore, it is crucial to increase access to capital so that more individuals can take the leap and start their own companies.

Thomas Edison once said, "Everything comes to him who hustles while he waits." This quote has always resonated with me. It highlights the importance of perseverance and hard work in achieving success. As a founder, it is essential to keep pushing forward, even during moments of uncertainty.

Now, let's dive into the generative tech market map and the 5-layer tech stack. At the core of this stack are the general AI models. These breakthrough models, such as GPT-3 for text or DALL-E-2 for images, have the ability to generate outputs in various formats, including text, images, videos, speech, and games.

Moving up the stack, we have specific AI models that are designed for more specialized tasks. These models capture even more nuance and are trained on narrower, more specialized datasets. For example, they can generate tweets, ad copy, song lyrics, or create e-commerce photos or 3D interior design images.

At the third layer, we have hyperlocal AI models, which are specialists in their respective fields. These models can write scientific articles in the preferred style of a specific publication like Nature. They can create interior design models tailored to an individual's aesthetic preferences or write code in the particular style of a company. Hyperlocal AI models benefit from proprietary and trusted data, making them a potential avenue for exploring data network effects.

However, it's important to note that data alone does not always provide a strong defense. Competitors can often find similar datasets, and even if their models are slightly inferior, customers may not be able to tell the difference. Therefore, it is crucial to focus on other aspects, such as product speed, fundraising speed, and sales speed.

Aggressive sales can help embed your product in the market, building network effects and enhancing defensibility. By closely monitoring competitors and adopting their best ideas, you can stay ahead of the game. It's important not to strive for perfection but to launch your product and let the model learn and improve over time.

In conclusion, the generative tech market offers immense potential for innovation and growth. As a founder, it is crucial to embrace change, build a strong network of like-minded individuals, and seek out the necessary resources and support. Additionally, focusing on product speed, fundraising speed, and sales speed can help drive success. Remember, everything comes to those who hustle while they wait.