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AI & Machine Learning

AI & Machine Learning Solutions power machines to copy intelligent human behavior and are in everything--from your smartphone to (maybe) that voice on the other end of the phone. See below for the latest AI news, trends, and solutions.

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Features

KMWorld Readers' Choice Award Winners 2023

It borders on the incredible the speed at which KM tools, products, and services have evolved recently, creating challenges for those charged with identifying the best ones for their KM projects. We hope that our Readers' Choice winners' list will be a resource for you to choose wisely.

2023 Readers' Choice Award- Best Knowledge Graphs: Franz Inc. AllegroGraph - LLMs and Knowledge Graphs for AI in the Enterprise

Franz Inc. not only offers cutting-edge technology but also provides a suite of services for building industrial-strength Knowledge Graphs. By combining the semantic richness of AllegroGraph with the natural language processing capabilities of LLMs, organizations can unlock the full potential of their data, ensuring that AI-driven insights are grounded in facts.

The future of knowledge management: Talking to documents with generative AI

The fundamental pillars of KM—taxonomies, domain-specific data models, knowledge extraction, search, and text analytics—are as pertinent today as they ever were. Now, generative AI has rendered these constructs much more accessible to the enterprise. Its long-standing utility will be determined by surmounting models' tendencies to generate contrived, inaccurate responses while embedding them into core KM processes.

KM leverages data mesh

An underlying premise of data mesh is that business units should be able to control their own data and interact with one another by sharing data.

ViewPoints

It’s not about knowledge, it’s about action

Organizations cannot continue to digitally hoard knowledge. Investments in knowledge technology have to pay and provide an ROI. It all starts by making different decisions.

Knowledge and training: Peanut butter and jelly for the customer contact center toast

Modern knowledge management and training are perfect complements to each other—the peanut butter and jelly for your breakfast toast.

Knowledge management experts provide KM predictions for 2023

Several KM leaders offer predictions for the space in 2023

Why reducing review time can revolutionize enterprise content search

Leveraging this finding of the brain's superior ability to recognize patterns, a next-generation viewer uses three progressive panels to display search results and document pages as visual thumbnails

Columns

Truth, lies, and large language models

The good news is that the problem of chat AI's proclivity for hallucinating is well-recognized by the organizations creating these marvels, and they realize that it is a danger to the world and to their success, not necessarily in that order of priority. Until that problem is solved, chat AI engines need to lose their self-confidence and make it crystal clear that they are the most unabashed and charming liars the world has ever seen.

When is good enough enough?

Our goal should be to improve the quality of knowledge assets and their accuracy and relevance in use. Much of this will come from human expertise and effort, increasingly combined with the power of AI.

Get your game on: KM skills needed for reliable use of LLMs

There is no questioning that generative AI is here to stay, but its use in mission-critical work has some way to go before it can be trusted and let loose.

What are your chatbot’s pronouns?

We don't have pronouns by which we can address inanimate objects because we haven't had any occasions to have actual conversations with them.

Knowledge Management Whitepapers

Knowledge Graphs Expose Data Connections

The Content Guide to Better Support Content

More Than Just Solutions: Create Knowledge While Solving Customer Issues

Flip the AI Switch to Brilliant Customer Satisfaction

AI & Machine Learning Companies and Suppliers
AI & Machine Learning Directory