Monthly Archives: July 2023

Avoiding AI Hallucinations

Posted on July 30, 2023 by decisionmanagementcommunity

Large language models (LLMs) trained on stale, incomplete information are prone to “hallucinations”—incorrect results, from slightly off-base to totally incoherent. Hallucinations include incorrect answers to questions and false information about people and events. This article “Why knowledge management is foundational to … Continue reading →

Posted in Artificial Intelligence, Knowledge Representation, LLM | Leave a comment

Combining Symbolic AI with LLMs

Posted on July 22, 2023 by decisionmanagementcommunity

Dr. Walid Saba makes a compelling case for combining #symbolic #AI with the strengths of large language models. The limitations of current #LLMs are well articulated, especially the lack of explainability and failures in intentional contexts. Moving to a symbolic system could address these issues.  His paper … Continue reading →

Posted in Artificial Intelligence, LLM, Logic and AI, Rule Engines and BRMS | 1 Comment

Upcoming and Previous Decision CAMPs

Posted on July 14, 2023 by jacobfeldman

DecisionCAMP is the most popular annual event for Decision Management practitioners. It started in 2008 as October RulesFest, continued in 2009-2011 as RulesFest, became IntelliFest in 2012, and DecisionCAMP since 2013. See the entire history with various links to presentations, … Continue reading →

Posted in DecisionCAMP, Events | Leave a comment

AI4OPT: AI for Optimization

Posted on July 10, 2023 by decisionmanagementcommunity

AI4OPT, NSF Artificial Intelligence Research Institute for Advances in Optimization, aims at delivering a paradigm shift in automated decision making at massive scales by fusing AI and Mathematical Optimization, to deliver breakthroughs that neither field can achieve independently. The Institute … Continue reading →

Posted in Artificial Intelligence, Constraint Programming, Decision Optimization, Optimization | Leave a comment