Category Archives: Human-Machine Interaction

AI-powered Coding Tools

Posted on December 30, 2022 by decisionmanagementcommunity

Andrew NG summarized the state of AI-powered code generators including eBay’s low-code, DeepMind introduced AlphaCode, GitHub’s Copilot that autocompletes your code in real time, and OpenAI’s GPT-3. “The widely available versions of this technology aren’t yet able to write complex programs. Often … Continue reading →

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Cocktail Conversations

Posted on December 29, 2022 by decisionmanagementcommunity

Neil Raden published an interesting post at LinkedIn: “Maybe I need to rethink my position on #chatGPT. Does it display humanlike intelligence? Maybe its vapid, content-free prose really is human intelligence. I described “Cocktail Conversation” in InformationWeek in 2008 as chatter … Continue reading →

Posted in Human-Machine Interaction, Humor, Natural Language Processing | Leave a comment

Demystifying ChatGPT

Posted on December 20, 2022 by decisionmanagementcommunity

2 Millions people have already signed up to use ChatGPT that has been generating a lot of buzz in the AI community. What can it create, and where are the humans in the loop? How does this generalize? Cassie Kozyrkov, Chief … Continue reading →

Posted in Artificial Intelligence, Human-Machine Interaction, Machine Learning | 1 Comment

Can’t We Do Better Than This?

Posted on December 17, 2022 by decisionmanagementcommunity

BRCommunity.com just published a story written by Bas van der Raadt: “Why did I almost end my 15+ year career in Enterprise architecture? Because I felt like large organizations are just doomed — destined to stay stuck in the complexities they … Continue reading →

Posted in Human-Machine Interaction, Knowledge Representation | Leave a comment

Natural Language Execution – NLE

Posted on December 16, 2022 by decisionmanagementcommunity

There is an ongoing discussion about NLE at LinkedIn started by Bas van der Raadt: “Contrary to Natural Lanuage Processing (NLP), NLE to me is: Going directly from (controlled) natural language to executable software without any intermediate steps of for … Continue reading →

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Intelligent Virtual Assistants

Posted on October 17, 2022 by decisionmanagementcommunity

As businesses race to provide better customer experience at a lower cost, the adoption of intelligent virtual assistants (IVA) will continue to explode. In its latest Decision Matrix for selecting an intelligent virtual assistant, Ovum evaluates top IVA vendors in … Continue reading →

Posted in Customer service, Human-Machine Interaction, Natural Language Processing | Leave a comment

AI in Decision Domain 

Posted on April 30, 2022 by decisionmanagementcommunity

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

Again about AI understanding

Posted on January 17, 2022 by decisionmanagementcommunity

On Dec-2021 Melanie Mitchell published “What Does It Mean for AI to Understand“: “Remember IBM’s Watson, the AI Jeopardy! champion? A 2010 promotion proclaimed, “Watson understands natural language with all its ambiguity and complexity.” However, as we saw when Watson subsequently failed spectacularly in … Continue reading →

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Guiding mathematical intuition with AI

Posted on December 5, 2021 by decisionmanagementcommunity

It is clear that intuition plays an important role in elite performance in many human pursuits. In this work the authors demonstrate a framework for mathematicians to use machine learning that has led to mathematical insight across two distinct disciplines: … Continue reading →

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Everything old is new again

Posted on April 21, 2021 by decisionmanagementcommunity

Prof. Gene Freuder writes about Human-Centered AI: “human-centered”, “human-aware“, “human-AI collaboration” are, rightly, very prominent nowadays. But “everything old is new again”: I ran across an interesting twenty-year-old paper from the European Journal of Operational Research on Human centered processes and decision support … Continue reading →

Posted in Business Rules, Constraint Programming, Decision Making, Human-Machine Interaction, Machine Learning | Leave a comment