Blog

Our latest insights on artificial intelligence, brought to you by Austin Ai.

Avoiding an Algorithmic Apocalypse

Despite exponential advances in automation, machine learning and AI, society needn’t collapse into an “algorithmic apocalypse” provided that we, its human constituents, remain extremely proactive participants in the debate...

Robert Corwin, CEO
April 17, 2024

LangChain, Haystack, LlamaIndex and GripTape: Matching Your Needs in LLM Orchestration

Large language models (LLMs) have revolutionized the entire informatics industry and beyond, breaking numerous paradigms in programming, web development, and tool creation...

David Davalos, Machine Learning Engineer
November 9, 2023

LangChain Vs. Haystack: Which One Fits Your Needs?

Austin Ai has been creating intelligent chatbots that understand, summarize, and talk about our clients' internal and external documents. LLM orchestration platforms “glue together” parts of the chat and LLM architecture and simulate things like conversation memory and reasoning...

Robert Corwin, CEO
September 7, 2023

When AI Frameworks Fail

With AI growing at a staggering rate, we question why some AI frameworks fail and detail why human involvement and interaction are essential to the process of implementing AI into society...

Robert Corwin, CEO
April 25, 2023