Skillenai
The recent launch of Perplexity’s Deep Research tool marks a pivotal moment in the evolution of AI-driven research platforms, positioning itself as a direct competitor to established offerings from OpenAI and Google Gemini. By combining rapid processing speeds, cost-effective pricing, and advanced autonomous research capabilities, Perplexity’s solution addresses critical gaps in enterprise and casual research […]
The integration of multimodal capabilities into large language models (LLMs) represents a paradigm shift in artificial intelligence, fundamentally altering the trajectory of natural language processing (NLP). By combining textual understanding with visual, auditory, and sensory data processing, multimodal LLMs such as GPT-4, Google Gemini, and specialized architectures like Lava have transcended the limitations of traditional […]
My old friend Ryan Casey posed this question recently, and wrote up a nice theory with a proposed solution to the question which he calls Probabilistic Knowledge Synthesis (PKS). The purpose of my post here is to respond to Ryan’s theory and offer my own perspective on the question of whether LLMs can synthesize new […]
PySpark, a Python library integrated with Apache Spark, has revolutionized big data analytics with its speed, scalability, and efficiency. It offers a wide array of data transformation, analysis, and machine learning capabilities, making it a go-to tool for handling large datasets and real-time data streaming. However, as a data scientist, it is crucial to balance […]
Google has a long history of creating waves in the tech world with its innovative ideas and algorithms. Its latest venture, the Search Generative Experience (SGE), is no different. On paper, it’s an ambitious move that aims to evolve the way users engage with search results by offering AI-generated mini-articles. However, it also raises questions […]