Blog

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

Running Large Language Models Privately: A Comparison of Frameworks, Models and Costs

Large Language Models (LLMs) have rapidly transformed the technology landscape, but security concerns persist, especially...

Robert Corwin, CEO

Oct 24, 2024

David Davalos, ML Engineer

Co-Author

Quantum Entanglement and Quantum Teleportation: The Road to the Quantum Internet

At Austin Ai, we are committed to understanding and adapting to leading-edge advancements, particularly in quantum information and quantum computing—fields that are evolving rapidly.

David Davalos, ML Engineer

Aug 28, 2024

Co-Author

The State of AI Adoption in Summer 2024

This post summarizes what we’re seeing on the ground as we help existing clients and have conversations with potential ones. If 2023 was the year that put generative AI in the public’s purview and imagination, 2024 has been the year where...

Robert Corwin, CEO

Aug 9, 2024

Co-Author

Quantum Information and the Superposition Principle: An Invitation to Quantum Technologies

Quantum mechanics is undergoing its second revolution with the exciting advent of several technologies like quantum computing and quantum cryptography.

David Davalos, ML Engineer

Jul 26, 2024

Co-Author

The Revolutions Behind ChatGPT and LLMs

At Austin Ai, we have created and implemented state-of-the-art language models for recognizing named entities in texts. We used the very same technical foundations behind chatGPT or Google’s BERT.

David Davalos, ML Engineer

Jun 10, 2024

Co-Author

Ignore Previous Instructions: What Techs and Execs Must Know About Maintaining AI Safety and Integrity

Everyone involved in implementing an AI solution needs to maximize coverage of possible “go wrong places,” and minimize your “attack surface.”

Kahlil Wehmeyer, Data Scientist

May 29, 2024

Co-Author

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