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Product posts, company news and explainers on how AI works.

Abstract Jaxon.AI cover image for the post “The Power of Semantic Chunking in AI: Unlocking Contextual Understanding”

October 3, 2024

The Power of Semantic Chunking in AI: Unlocking Contextual Understanding

In the evolving world of AI, semantic chunking has emerged as a powerful technique to improve machine comprehension of human language. It helps bridge the gap between mere

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Abstract Jaxon.AI cover image for the post “Determinism in AI: Navigating Predictability and Flexibility”

August 9, 2024

Determinism in AI: Navigating Predictability and Flexibility

The concept of determinism plays a pivotal role in shaping how we develop, deploy, and trust AI systems. At Jaxon, we’ve been leveraging determinism as a central tenet

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Abstract Jaxon.AI cover image for the post “17 Ways AI is Revolutionizing Financial Services”

July 16, 2024

17 Ways AI is Revolutionizing Financial Services

In the fast-paced world of financial services, staying ahead of the curve is essential. AI-driven technologies are transforming the landscape, enhancing efficiency, compliance, and customer satisfaction. Here are

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Abstract Jaxon.AI cover image for the post “RAG is NOT Enough”

June 11, 2024

RAG is NOT Enough

The Limitations of the RAG Technique in Addressing Hallucinations in Large Language Models In recent years, the development of Large Language Models (LLMs) has revolutionized the field of

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June 5, 2024

LLMs Are Sequence-Based: Limited to Pattern Recognition

Effective use of generative AI is being blocked by the so-called “hallucination problem”, when Large Language Models (LLMs) make inaccurate predictions (flat-out fabrications). For regulated and high-risk applications,

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May 20, 2024

First Principles Thinking

First principles thinking is a method of problem-solving that involves breaking a situation down into its fundamental elements and building up from there. It’s based on the idea

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Abstract Jaxon.AI cover image for the post “Through Digital Eyes: AI Risk Management Framework”

April 23, 2024

Through Digital Eyes: AI Risk Management Framework

The AI Perspective on the AI Risk Management Framework In the digital tapestry of the 21st century, where artificial intelligence (AI) threads increasingly intertwine with the fabric of

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Abstract split-brain illustration representing System 1 and System 2 thinking applied to AI reasoning

April 18, 2024

“System 1” + “System 2”

“System 1” and “System 2” are terms popularized by Daniel Kahneman in his book “Thinking, Fast and Slow”, which describe two different modes of thought that govern our

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Abstract Jaxon.AI cover image for the post “What’s a Reasoning System?”

April 4, 2024

What’s a Reasoning System?

Neural networks, as a sub-symbolic data processing model, play a crucial role in the field of deep learning and generative AI. These networks, through their layered structures and

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Abstract Jaxon.AI cover image for the post “Jaxon’s Trustworthy AI”

March 27, 2024

Jaxon’s Trustworthy AI

In 2022, Air Canada’s customer service chatbot promised an imaginary discount to a passenger. Courts ruled that the discount must be honored. In 2023, a California auto dealer

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March 21, 2024

Understanding Domain-Specific Languages: A Layman’s Guide

Jaxon’s been building our own Domain-Specific Language (DSL) to design/build AI applications. I’ve been trying to think of a way to explain it to the masses and this

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March 8, 2024

LLM Context History

In Large Language Models (LLMs) like ChatGPT, “context history” refers to the information that the model retains from the current conversation or interaction, which it uses to inform

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