"A Wave Of Billion-Dollar Language AI Startups Is Coming: What Happened to Yahoo"

"A Wave Of Billion-Dollar Language AI Startups Is Coming: What Happened to Yahoo"

The world of technology is constantly evolving, and two significant topics of discussion are the rise of language AI startups and the downfall of Yahoo. While these may seem unrelated, there are common points that can be connected and insights that can be gained.

The internet is filled with video content, but there is currently no effective way to search through it all. This is where AI that can ingest and synthesize data from multiple modalities, such as image and audio, comes into play. The future of AI relies heavily on its ability to process and understand various forms of information. This has the potential to revolutionize how humans write, as next-generation NLP can assist in generating coherent, insightful, and creative content.

Large language models like OpenAI's GPT-3 act as powerful auto-complete tools. They can take a text prompt from a human and generate sentences, paragraphs, or even entire memos that are remarkably coherent. As AI becomes more advanced, the skillset required for good writing may expand to include understanding how to effectively guide and coax the AI to produce the desired language. In the future, it's possible that the majority of written text will be produced or at least augmented by AI.

On the other hand, Yahoo's downfall can be attributed to several factors. One of these is the company's ambivalence about being a technology company. Unlike Google, Yahoo didn't fully embrace the potential of extracting the full value of traffic. Advertisers were already overpaying for ads on Yahoo, and if the company had focused on extracting the actual value, they would have made less money. This lack of focus and understanding of their own worth led to missed opportunities.

Additionally, Yahoo benefited from a de facto Ponzi scheme in the late 1990s. Investors were excited about the internet, and Yahoo's revenue growth played a significant role in fueling that excitement. Startups would use the money they raised to buy ads on Yahoo, leading to further revenue growth for the company. However, this growth was unsustainable, and Yahoo failed to recognize the importance of search as a core aspect of the internet.

One crucial mistake Yahoo made was not fully embracing their identity as a technology company. Instead, they tried to be something else, which resulted in a lack of a sharply defined identity. Programming was treated as a commodity at Yahoo, with product managers and designers controlling user-facing software. This led to a disconnect between programmers and the final product. Furthermore, Yahoo's decision to hire bad programmers further exacerbated their technical mediocrity.