LLM humanizes Optimization Solver’s results

Posted on September 4, 2025 by decisionmanagementcommunity

Tiago de Morais Montanher altered the data for the classic transportation problem to render the problem infeasible. Then he called the conflict refiner from CPLEX to obtain a list with 5 points like the one below:

_TConflictConstraint(name=’capacity_seattle’, element=docplex.mp.LinearConstraint[capacity_seattle](quantity_seattle_new_york+quantity_seattle_chicago+quantity_seattle_topeka,LE,350), status=<ConflictStatus.Member: 3>)

Finally, he asked Perplexity to clarify these conflicts for decision-makers and propose actions to rectify the formulation. The results were impressive: Link. Also see Adam DeJons’s post

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Posted in LLM, Optimization | Leave a comment

When good intentions backfire

Posted on September 4, 2025 by decisionmanagementcommunity

Cobra Effect

Posted in Human Intelligence | Leave a comment

“We replaced AI workers with human interns..”

Posted on August 29, 2025 by decisionmanagementcommunity

Link

Posted in Artificial Intelligence, Human Intelligence | Leave a comment

Gartner Stock Down 49%

Posted on August 28, 2025 by decisionmanagementcommunity

Forbes: Gartner Stock Down 49%. Learn Why, What CEO Can Do, And Whether To Buy $IT

Posted in Trends | Leave a comment

On the way to Cognitive AI

Posted on August 28, 2025 by decisionmanagementcommunity

Peter Voss will present “Beyond LLMs: INSA – Integrated Neuro-Symbolic Architecture” at DecisionCAMP-2025 on Sep 23. Meanwhile, you may read his article “The Jury is out: Scaling LLMs will not get us to Real Intelligence. What will?” about the importance of real-time incremental, lifelong learning.

Posted in Artificial Intelligence | Leave a comment

MIT: Shadow AI in Business 2025

Posted on August 26, 2025 by decisionmanagementcommunity

Posted in Gen AI | Leave a comment

Integrating Relational Databases and Decision Intelligence Platforms

Posted on August 26, 2025 by jacobfeldman

This topic has been of interest to many rule engine vendors and practitioners for years. There was an interesting discussion about an integrated use of Business Rules and DB a year ago: https://lnkd.in/ecych49r

What do you think today about the relationships between databases and the modern DI platforms?

Posted in Business Rules, Database, Decision Intelligence | Leave a comment

The next much more meaningful chapter will be about human–AI symbiosis, not parroting chatbots

Posted on August 24, 2025 by decisionmanagementcommunity

Martin Milani commented on Thomas Kehler’s article “Is windetr on the horizon for Generative AI?“: “The next much more meaningful chapter will be about human–AI symbiosis, not parroting chatbots. Like the dot-com bust, this bubble will burst, and AI will come back down to reality — stronger, if we rebuild it on the right foundations that today are being drowned out by noise and hype.” Link

Posted in Artificial Intelligence, Gen AI | Leave a comment

The Intuition Behind How Large Language Models Work

Posted on August 23, 2025 by decisionmanagementcommunity

Prof. Mark Riedl posted intuitive explanations of how LLMs, LLM-chatbots, and Agentic AI work:
Part I “LLMs and chatbots“
Part II “RAG, Chain of Thought, Agents“

Posted in Gen AI, LLM | Leave a comment

Announcing IBM Decision Intelligence

Posted on August 22, 2025 by decisionmanagementcommunity

“IBM Decision Intelligence addresses the gap between policy intent and operational execution. It represents a paradigm shift from static rule engines to AI-native decision making. The generative AI engine interprets natural language policy descriptions, automatically synthesizes business rules, and deploys intelligent models that will learn and improve from every outcome. Business users are empowered to become decision architects, collaborating with AI to create decision logic that combines human expertise with machine intelligence to improve business outcomes.” Link

Posted in Decision Intelligence, Products | Leave a comment