"The Power of Open Models and Building Habitual Recall: Llama 2 and A New Google"

"The Power of Open Models and Building Habitual Recall: Llama 2 and A New Google"

Introduction:
In the ever-evolving world of technology, two significant advancements have caught the attention of many: Llama 2, the new open LLM SOTA, and the emergence of a potential new player in the search engine market, often referred to as "A New Google." While these developments may seem unrelated at first glance, they share a common thread - the pursuit of innovation and the desire to redefine the status quo. In this article, we will explore the significance of open models, the potential impact of Llama 2, and the strategies behind building habitual recall in a competitive market.

The Importance of Open Models:
Open models, such as Llama 2, hold immense value for businesses, government organizations, and healthcare and military sectors that deal with sensitive data. These entities often face restrictions in sending their data to external API providers, even if they are reputable names like OpenAI through Azure. By owning and serving their own models, they can ensure complete control over their data while still benefiting from the state-of-the-art capabilities offered by Llama 2. Although Llama 2 may not yet rival the likes of Claude 2 or GPT-4 in terms of quality, it represents a significant step forward in the open-source model landscape.

A New Google: Beyond Search:
"A New Google" aims to disrupt the search engine market by offering specialized verticals that cater to specific industries. Whether it be electric product search, travel, or even code, this approach seeks to provide the best-in-class search experience tailored to each vertical. However, the key challenge lies in building habitual recall and enticing users to choose this new search engine over the established giant, Google. The success of Google in the early 2000s can be attributed to hackers realizing its superiority over competitors like Lycos or Excite. This phenomenon is repeating itself with early adopters now seeking alternatives to Google, driven by the desire for something more.

The Role of Community and Query Topic Modeling:
To establish habitual recall and create a destination beyond search, community engagement plays a crucial role. By fostering a sense of belonging and enabling users to contribute and connect with like-minded individuals, "A New Google" can differentiate itself from the competition. Additionally, query topic modeling, a rich science in itself, can enhance the search app's capabilities. By understanding user intent, preferences, and context, the search experience can be personalized, providing users with highly relevant results and further solidifying their reliance on the new search engine.