Category Archives: Artificial Intelligence

Digital Decisioning => Decision Intelligence

Posted on June 15, 2022 by decisionmanagementcommunity

The term “Decision Intelligence” was popularized in 2019 book “How Decision Intelligence Connects Data, Actions, and Outcomes for a Better World“. Google launched a decision intelligence department. Gartner listed “Decision Intelligence” among the Top Strategic Technology Trends for 2022. Forbes … Continue reading →

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Artificial Brains: INDUSTRY 4.0 Decision Support Systems

Posted on June 8, 2022 by decisionmanagementcommunity

“This document presents a framework for the development of a new type of artificial intelligence more oriented to the decision making, aimed at providing organizations with artificial brains that fulfill functions like those performed in an integrated manner in the … Continue reading →

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New book by Peter Norvig

Posted on May 27, 2022 by decisionmanagementcommunity

Peter Norvig and co-authors have completed a textbook, “Data Science in Context: Foundations, Challenges, Opportunities.” A complete draft is freely available at datascienceincontext.com

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Google I/O 2022: 12 Minutes Summary

Posted on May 17, 2022 by decisionmanagementcommunity

On May 11 Google held its annual IO event with lots of product announcements. Most of them were around applied AI that would have been pure science fiction not long ago. Link

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Bring AI into the Hands of Business Users

Posted on May 4, 2022 by decisionmanagementcommunity

That’s exactly what vendors of Digital Decisioning Tools and DM practitioners are successfully doing for the last 20 years. However, having roots in the notorious expert systems, they are careful not to overuse the words “Artificial Intelligence”. They prefer to … Continue reading →

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AI in Decision Domain 

Posted on April 30, 2022 by decisionmanagementcommunity

An interesting discussion has started by this LinkedIn post: Typically, we analyze data and models from the operational domain. However, no amount of crunching on this data will reveal opportunities for decision advantage – because there is no information about … Continue reading →

Posted in Artificial Intelligence, Decision Making, Decision Modeling, Human-Machine Interaction, Insurance Industry, Knowledge Representation | Leave a comment

What Humans Lose When We Let AI Decide

Posted on February 23, 2022 by jacobfeldman

“It’s been more than 50 years since HAL, the malevolent computer in the movie 2001: A Space Odyssey, first terrified audiences by turning against the astronauts he was supposed to protect. That cinematic moment captures what many of us still fear … Continue reading →

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Augmented BPMS: A Research Manifesto

Posted on February 2, 2022 by decisionmanagementcommunity

A group of researchers (many of whom are associated with Declarative AI and indirectly with DecisionCAMP) just published the manifesto “Augmented Business Process Management Systems“: “While traditional BPMSs encode pre-defined flows and rules, an ABPMS augmented by AI is able … Continue reading →

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Again about AI understanding

Posted on January 17, 2022 by decisionmanagementcommunity

On Dec-2021 Melanie Mitchell published “What Does It Mean for AI to Understand“: “Remember IBM’s Watson, the AI Jeopardy! champion? A 2010 promotion proclaimed, “Watson understands natural language with all its ambiguity and complexity.” However, as we saw when Watson subsequently failed spectacularly in … Continue reading →

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Guiding mathematical intuition with AI

Posted on December 5, 2021 by decisionmanagementcommunity

It is clear that intuition plays an important role in elite performance in many human pursuits. In this work the authors demonstrate a framework for mathematicians to use machine learning that has led to mathematical insight across two distinct disciplines: … Continue reading →

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