AI Articles

We’re curious people by nature. And we love to teach others what we’ve learned. So explore our blog to gain fresh insights from our expertise in areas ranging from culture to AI.

SEP Wins TechPoint’s 2024 Innovation Service Partner of the Year Mira Award

SEP Recognized as Indiana’s Top Innovation Service Partner, Winning TechPoint’s Prestigious Mira Award Westfield, Indiana - SEP has been named the Innovation Service Partner of the Year by TechPoint at the 25th annual Mira Awards. The Mira Awards, Indiana’s largest…

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A Bag of Words: Levels of Language

Communicating with computers is difficult, as anyone who has used one can attest. The burden is on the individual to clearly communicate with the machine. But what if computers could understand the way we speak naturally? This isn’t just about programming. It’s about all the data that’s stored not in any machine code, but rather […]

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The Many Sides of OCR

Blog Post Written By: Lisa Lo The Overview You may have heard of the phrase Optical Character Recognition (OCR) and may or may not know what it refers to. Admittedly, I was one of those that never heard of it before now, but learning about it definitely makes me wish I knew about it sooner. […]

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Avoiding False Starts with AI

Blog Post Written By: Lisa Lo Artificial Intelligence (AI) is no longer science fiction; it’s here today, and it’s here to stay. It is in the products you use every day: home automation, digital assistants, and credit card fraud detection, to name a few. AI will affect all businesses in the near future, and the […]

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(Machine) Learning By Doing

We’ve discussed several applications of machine learning before. We teach a machine a concept from stored data so that it can: Identify problems with engines from telemetry data Identify digits from handwriting Identify sticky notes on a board Identify the winning team in DotA from team compositions The common thrust is that, using supervised learning, […]

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Record Deduplication

I have a relative that frequently has medical problems. This despite the fact that he’s a healthy young man. His problem is that he has too many names. He’s James-Robert, but depending on whom you ask, you’ll hear him called: Jim Bob Robert James Jim-Bob He has five names at least, and that’s before considering […]

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Is AI Worth The Hype?

Image courtesy of Jeremykemp at English Wikipedia / CC BY-SA Is Artificial Intelligence worth the hype? In Everyday AI Problems, my colleague Jordan Thayer said the following: When someone asks me “What can AI do for me?”, I often suspect the answer is “Not much” because it’s the wrong question. If someone asks me “Is […]

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How Visualizations Lead To Advances in Artificial Intelligence

Heuristic search is a subfield of artificial intelligence. It is the study of algorithms meant for general problem solving. The problems solved with heuristic search come from a variety of domains, including: Aligning genetic sequences Planning routes between two cities Scheduling elevators in a building Scheduling work orders in a machine shop These varried domains […]

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Accidental AI: 5 Everyday AI Problems

Introduction People often ask questions like “What is AI?”, or “Is AI worth of the hype?”.Both questions are non-trivial to answer, but let’s start with the first one:”What is AI?”. This is a perennial favorite at academic conferences on AI for a few reasons: Every AI researcher has to have an opinion, since it’s their […]

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Trying Deltas For A Change

Last Time Last time we took a look at how improved bounds computation and child ordering can improve the performance of heuristic search algorithms. In particular, we saw how those techniques improved the performance of depth first search (or depth first branch & bound if you prefer) when applied to the TSP. Even though we […]

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