Author Archives: decisionmanagementcommunity

Philippe Kahn Named Keynote Speaker at DecisionCAMP-2026

DecisionCAMP-2026 is honored to welcome Philippe Kahn, a distinguished mathematician, inventor, and scientist, as its keynote speaker. Link

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“Optimize Workflow Over Functions”

Dr. Roger Mozer: “Despite AI advances, many companies are not seeing meaningful improvements in overall performance. Strategy execution remains uneven. Cross-functional alignment is fragile. Decision-making is often faster in parts of the organisation, but no more coherent across it. This … Continue reading

Posted in Architecture, Orchestration | Leave a comment

Using AI like Driving Cars

Prof. Warren Powell: “There are a LOT of drivers who have no idea how a car works, but they get to where they need to go. The challenge faced by AI developers is to create tools that work like cars, … Continue reading

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Old and New Attitudes

Ron Ross: “GenAI has demonstrated something that should have been obvious all along: Text is how humans communicate knowledge. GenAI answers your prompts in sentences. That shouldn’t surprise you – it’s simply how humans communicate.” Link

Posted in LLM, Natural Language Processing | Leave a comment

LLM-Solve 2026

The workshop “LLMs meet Constraint Solving (LLM-Solve)” aims to bring together researchers exploring the intersection of Large Language Models (LLMs) and Constraint Solving (CP, SAT, SMT, MIP, and related paradigms). This workshop provides a platform to discuss recent advances, challenges, and opportunities … Continue reading

Posted in Constraint Programming, LLM, Optimization | Leave a comment

AI Mirages

Derek Bridge wrote today: “You’ve heard about hallucinations. Now hear about mirages. Multimodal models may reason and answer questions about images that are not supplied.” He refers to this article, which states: “In summary, we show that multimodal AI systems can … Continue reading

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The Society of Decision Professionals (SDP)

The Society of Decision Professionals (SDP) is dedicated to the practice of decision analysis and decision quality. SDP is currently the only certifying body for decision professionals. Here is what Warren Powell wrote about it: “This was such a contrast … Continue reading

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AI Agents are Going Beyond Chatbots

Bart Peetermans posted: “We are rapidly moving past the ‘Chatbot’ phase and into the ‘Autonomous Agent’ phase… LLMs are not Calculators! LLM-based agents are NOT a replacement for optimization. Linear and non-linear scenario analysis go beyond the abilities of an … Continue reading

Posted in Agents, Artificial Intelligence, Optimization | Leave a comment

Enterprise AI is moving toward Decision Systems

Adam DeJans Jr describes how to think about decision systems through the lens of sequential decision problems. “Most operational environments are not one-time optimization problems. They are ongoing processes where decisions must be made repeatedly as the state of the … Continue reading

Posted in Architecture, Decision Modeling, Decision Optimization, Decision Tracing, Uncertainty | Leave a comment

Bigger Models or Smarter Teams?

Philippe Kahn posted today at LinkedIn: The focus on creating larger AI models has been prevalent, but what if the key to achieving AGI lies in collaboration among AI systems? It’s clear that relying on a single “God Model” may … Continue reading

Posted in Agents, Artificial Intelligence, Human Intelligence, Human-Machine Interaction | Leave a comment