Articles
March 19, 2025
Thoughts on the Model Context Protocol→
Model Context Protocol (MCP) is a new open protocol that aims to standardize how AI applications connect to custom data sources (files, photos) and tools (eg. functions that can fetch inform from third party systems). It was released by Anthropic, but in theory, any AI application could support it. At the moment, Claude Desktop and Cursor are among the most popular applications that support MCP. This means that third party developers can build custom tools and other capabilities host applications like Claude Desktop can use.
February 20, 2025
Synthetic Data in 2025: Revolutionizing GenAI Model Performance→
How Synthetic Data is Powering the Next Generation of Efficient, Specialized AI Models
January 12, 2024
Optimizing current business vs. unlocking new business opportunities using GenAI→
Transformative impact of Generative AI, particularly Large Language Models, on business optimization and the creation of new opportunities, highlighting its applications in various industries like real estate and the importance of exploring beyond current business models to fully leverage AI's potential
October 3, 2023
Founder Conversations: A Week of LLM Insights in the Bay Area→
We spent a week talking to founders and builders at Ray Summit, TechCrunch Disrupt, and various Bay Area GenAI meetups to understand the challenges they face when building value-providing LLM-based apps.
September 9, 2023
The HARG Truth: AI's Need for the Human Element→
The Human-Augmented Retrieval Generation (HARG) method builds upon the Retrieval Augmented Generation (RAG) model, integrating a crucial human touch to the pipeline.
September 1, 2023
Intentface: Human-Centric Computing Through Intent-Driven Interactions→
Imagine a future where clicking dropdowns, filling input fields, and browsing through abstract data visualizations are things of the past. That's the future we can build with intentfaces.