Analytiq Hub

Perplexity AI is at the forefront of the AI revolution - and is one of the most successful companies in the AI search space. #perplexity #search #llms #rag #genai #entrepreneurs

The improvements in GPT, Claude, Grok, Gemini, Llama in just 1 year have been amazing to watch. The big question is whether there exists a ceiling to their intelligence, and if so, how does it compare to the collective intelligence of the human species.

"State-of-the-art AI results are increasingly obtained by compound systems with multiple components, not just monolithic models", says the Manifesto by Matei Zaharia, Omar Khattab, Michael Carbin, Jonathan Frankle, Ali Ghodsi and others. This absolutely correlates with my experience at Analytiq Hub, where we build Compound Systems for LLMs in Healthcare, Revenue Cycle Management, and Robotics. Large Language Models are generalist models. The focus of OpenAI, Anthropic, Google Gemini, etc, is to provide a general computing platform. It needs to be integrated in an Enterprise vertical - and, here, the peculiarity of integration forces you to build a Compound AI System. "...Iterating on a system design is often much faster than waiting for training runs. We believe that in any high-value application, developers will want to use every tool available to maximize AI quality, so they will use system ideas in addition to scaling."

An ultimate guide to Perplexity.AI, as it compares to Google SGE: https://lnkd.in/e4AMDtyJ With generative language models on the search engine scene, SEO (search engine optimization) has a derivative, named Generative AI Engine Optimization (GEO). ?? Marketing industry is a quick adopter of new technologies. Marketing tools today are, likely, tools with wider use in other industries tomorrow. ?? As people start using chat agents more in their work, question becomes - how do you write content that is visible in chat agents. BrightEdge has just published a content-optimization comparison for emerging AI-based search engine Perplexity, vs. Google SGE. ?? Perplexity provides a refined, conversational search experience, focusing on directness, relevance - in an ad-free environment. ?? Perplexity has concise responses from a select group of reputable sources. But it might not always provide the latest content for certain queries, unlike traditional search engines which have a more extensive index. ?? Sourcing of information: Between Perplexity and Google SGE there is overlap, but also discrepancy. ?? Reddit, Marketwatch, Yahoo, CNBC.com, Amazon.com are strategically significant source of information in Perplexity, and are not as visible in Google. The survey highlights the sectors experiencing significant shifts in information access due to the AI wave. Such shifts uncover possibilities much broader than mere SEO, providing rich territories for more in-depth analysis and foresight.