Category Archives: Artificial Intelligence

On the Paradox of Learning to Reason from Data

Cornell University published this article on May-2022: “Logical reasoning is needed in a wide range of NLP tasks. Can a BERT model be trained end-to-end to solve logical reasoning problems presented in natural language? We attempt to answer this question … Continue reading

Posted in Artificial Intelligence, Machine Learning, Natural Language Processing | Leave a comment

Forrester announces AI 2.0

As more businesses leverage artificial intelligence to drive transformative customer experiences and real-time business decisions, Forrester announces “a new era of AI development – one that addresses accuracy, speed, and security.” Link 

Posted in Artificial Intelligence, Machine Learning | Leave a comment

Stop Calling Everything AI

Michael I. Jordan, one of the world’s leading authorities on machine learning: “For the foreseeable future, computers will not be able to match humans in their ability to reason abstractly about real-world situations. We will need well-thought-out interactions of humans … Continue reading

Posted in Artificial Intelligence | Leave a comment

Digital Decisioning => Decision Intelligence

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

Posted in Artificial Intelligence, Decision Modeling, Digital Decisioning, Trends | Leave a comment

Artificial Brains: INDUSTRY 4.0 Decision Support Systems

“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

Posted in Artificial Intelligence | Leave a comment

New book by Peter Norvig

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

Posted in Artificial Intelligence, Data Science | Leave a comment

Google I/O 2022: 12 Minutes Summary

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

Posted in Artificial Intelligence | Leave a comment

Bring AI into the Hands of Business Users

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

Posted in Artificial Intelligence, Decision Modeling, DecisionCAMP | Leave a comment

AI in Decision Domain 

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

“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

Posted in Artificial Intelligence, Trends | Leave a comment