Peter Norvig about LLMs
In December 2009, Peter Norvig—then the Director of Research at Google—delivered his lecture “The Unreasonable Effectiveness of Data,” at University College Cork. The alternative…
Topic
Operational Decision Services
15 posts
Making Operational Repetitive Decisions Under Uncertainty
While just completed DecisionCAMP-2025 was dominated by the integrated use of Generative AI (LLMs) and Symbolic AI (Rules, Machine Learning, Optimization), in my closing notes I…
Free POC Development
OpenRules Decision Manager becomes so powerful and easy to use that it dramatically reduces the efforts needed to develop new decision models and deploy them on cloud as decision…
Sanity Checkers for AI-based Decisions
"When it comes to AI, expecting perfection is not only unrealistic, it’s dangerous.Responsible practitioners of machine learning and AI always make surethat there’s a plan in…
Generative AI at DecisionCAMP
As the Chair of DecisionCAMP-2023, I published my notes from this major annual decision-management event. This year was dominated by the “huge elephant in our decision modeling…
OpenRules + Apache Spark: 2.5M Decisions per Second!
Our customers frequently select OpenRules for their decision management needs because of two important factors: 1) Ease of Use; and 2) Performance and Scalability. We have large…
Java API for Decision Service Invocation
OpenRules Decision Manager deploys decision models as cloud-based decision services such as AWS Lambda with "one-click". In this post I will explain how to invoke deployed…
Rules-based Service Orchestration
OpenRules provides business users with abilities to build and deploy operational decision microservices. Now we empowered business users with an ability to assemble new decision…
Stateful Loan Approval Process with AWS Lambda+EventBridge+SNS+SQS
At DecisionCAMP-2020 we had a lot of discussions about the orchestration of the decision services and how to invoke different decision services when states of the business objects…
Incorporating Optimization Engines in Business Decision Models
On June 30 I will present "Developing Decision Optimization Microservices for Real-World Decision-Making Applications" at DecisionCAMP-2020. Preparing my presentation, I thought…
Building a Live Worker Scheduler
There are already several good responses to the DMCommunity’s April-2020 Challenge “Doctor Planning”. Below I am describing how I tried to use this challenge to create a complete…
Deploying Decision Optimization Models as AWS Lambda Microservices
OpenRules offers two open source products to support an integrated use of "Business Decision Modeling with Rule Engines and CP/LP Solvers": OpenRules – for business decision…