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

Stylized portrait of Thomas Bayes — 18th-century statistician behind Bayes' theorem

March 4, 2024

Bayesian Probability: A Refresher

The roots of Bayesian probability can be traced back to the 18th century, specifically to Thomas Bayes, an English statistician, philosopher, and Presbyterian minister. Born around 1701 in

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Abstract Jaxon.AI cover image for the post “Jupyter vs JupyterLab: Understanding the Differences”

February 12, 2024

Jupyter vs JupyterLab: Understanding the Differences

Jupyter and JupyterLab have emerged as two pivotal tools In the world of data science and scientific computing. While they may seem similar at first glance, there are

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Abstract Jaxon.AI cover image for the post “Addressing Hallucination in LLMs: A Priority for Security and Reliability”

January 23, 2024

Addressing Hallucination in LLMs: A Priority for Security and Reliability

At Jaxon AI, we understand the critical role of Large Language Models (LLMs) in driving innovation and efficiency in various sectors, especially regulated industries. A significant challenge that

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Abstract Jaxon.AI cover image for the post “Formal Methods”

January 12, 2024

Formal Methods

Jaxon’s Chief Data Scientist describes Domain-Specific AI Language or “DSAIL” as “a formal specification language within a formal reasoning system that uses formal methods.” But what does that

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Glowing horse silhouette in a desert sunset — visual metaphor for AI hallucinations

November 15, 2023

Solving the AI Hallucination Challenge

In the world of artificial intelligence, particularly with large language models (LLMs), there’s a major issue known as the hallucination problem. This isn’t about AI seeing things; it’s

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Colorful 3D illustration of letters and characters bursting outward — visual reference for domain-specific languages

November 15, 2023

Domain Specific Languages

Jaxon has been doing a lot of work in regulated industries like Financial Services, Healthcare, and Insurance. Places where AI’s decisions have profound implications. Something we’ve learned while

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American flag flying at sunset against a cloudy sky — Jaxon's federal and defense vertical

November 3, 2023

Jaxon AI: Pioneering Intelligent Solutions for National Defense

In an era defined by rapidly evolving threats and challenges, Jaxon stands sentinel at the nexus of artificial intelligence and national defense. Collaborating with the defense sector, we

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Atmospheric illustration of a chest atop a pile of unstructured documents — visual reference for document parsing complexity

September 14, 2023

Understanding the “Language of Documents”: The Art, Science, and Complexity of Document Parsing and Schema Design

The digital world is awash with an abundance of text-based information. This wide spectrum of knowledge is structured in the form of various documents. From research papers, corporate

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Person observing a wall of interconnected social media screens — illustrating the confluence of social network graphs and LLMs

September 11, 2023

The Confluence of Social Network Graphs and Large Language Models

In the realm of machine learning, we’ve been witnessing an incredible evolution in our ability to process and understand data at a massive scale. One of the most

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Abstract Jaxon.AI cover image for the post “Supercharging Property and Casualty Insurance: How Large Language Models and Knowledge Graphs Empower Carriers”

August 31, 2023

Supercharging Property and Casualty Insurance: How Large Language Models and Knowledge Graphs Empower Carriers

The insurance industry is no stranger to data. However, the advent of Artificial Intelligence (AI), and particularly the use of large language models and knowledge graphs, is fundamentally

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Abstract Jaxon.AI cover image for the post “A Fond Farewell: Outgrowing Boolean for Analytics”

August 30, 2023

A Fond Farewell: Outgrowing Boolean for Analytics

Boolean searches have long been a staple of analytics and search. But with the rise of knowledge graphs, AI, and large language models (LLMs), the relevance of Boolean

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Abstract Jaxon.AI cover image for the post “Markov Chains and Knowledge Graphs: Pioneering Link Predictions for the Next Era”

August 21, 2023

Markov Chains and Knowledge Graphs: Pioneering Link Predictions for the Next Era

The realm of artificial intelligence has always thrived at the convergence of diverse mathematical concepts. Among these, Markov Chains — rooted in probability theory — have demonstrated remarkable

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