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

Apr 17, 2024

Co-Author

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, ML Engineer

Nov 9, 2023

Co-Author

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

Sep 7, 2023

Co-Author

When AI Frameworks Fail

Now that many of us have witnessed the revolutionary (evolutionary?) abilities of ChatGPT 4, it might seem odd to pen a post suggesting that AI can fail. The trajectory of Artificial Intelligence has turned exponential, and it seems likely that relatively soon, AI will be able to perform almost any task a human can. However, this post is not about...

Robert Corwin, CEO

Apr 25, 2023

Co-Author