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Humans+AI: Collaborate, don't collide

How to work with AI

muscle car by bing/create

Stolen cars and AI ‘moral self-correction’

Is AI getting closer to human values? It’s no secret that algorithms can produce systemically biased recommendations, such as in lending decisions. Some good news: A team at Anthropic tested the hypothesis that “language models trained with reinforcement learning from human feedback (RLHF) have the...
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person in silhouette with orange background, pondering AI input for an evidence based decision

Can you trust AI with your next decision? Part 3 in a series on fact-checking/citation

Where were you on 30 November, 2022? When OpenAI made ChatGPT vers. 3.5 generally available? By some accounts, the heavens opened up, showering us with new knowledge and tools for creating valuable content. Five months on, consumer-facing, generative AI has started a frenzy, and is...
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image generated by bing image creator bottle on apothecary shelf

How is generative AI referencing sources? Part 2 in our series

Continuing our analysis of how the new bots are supporting their statements with evidence. Things are changing so rapidly that some of the responses we wrote about just several weeks ago have changed substantially. Today we look at ChatGPT, Bard, Bing, and scite. Bing shines with...
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Sneaky STEM: Inspire learning with immersive experiences

Technology touches almost everything in our lives. But schools, private companies, and public agencies still struggle to attract people to tech careers. STEM (science, technology, engineering, mathematics) education has become a focus of numerous educational and outreach programs. In this post, we explain how Museum...
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Can AI replace your CEO?

The Hustle recently asked Should we automate the CEO? And the question isn’t facetious: Instead Zachary Crockett walks us through data showing many CEOs earn ~300X the pay of an average worker, and more than a few run underperforming companies. ” Tasks ripe for automation...
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reference to Google's Bard AI and Microsoft's Bing AI compared to conflict at Sopranos Bada Bing

What’s state-of-the-art when an AI cites sources of evidence? Part 1 in our series

Now that machines are answering questions and making decisions, it’s essential that people and AI get on the same page when citing evidence. What sources are considered acceptable? Where should citations be presented (inline, in conventional bibliographies, or…)? Should data/analysis be simply referenced, or transparently...
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DALL-E image of robot head 800x450 29sep22

Can AI fake reality?

Text-to-image, text-to-video technologies rock the world Generated by Craiyon, 29-sept-2022 AI models are now capable of generating impressive images (pseudo photos) and videos from text inputs. It’s a big deal. But before we get into that, I’m pleased to say that Museum of AI is...
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finger pointing

How to blame a robot for mistakes: Do your finger pointing properly.

People and artificial intelligence work together, sometimes quite nicely, on insurance underwriting, medical diagnosis, customer experience. (Plus autonomous vehicles, until some dude crashes his Tesla.) This is the Human+AI hybrid we often talk about at Museum of AI. Humans have varying levels of awareness, input,...
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photo of row of townhouses seen through fisheye camera lens

How Human-in-the-Loop AI is Like House Hunters

House Hunters International is great guilty-pleasure viewing, especially while nursing a cold or avoiding the plague. (Pro: Insider views of interesting cities. Con: Reminders of the unique pain of choosing a place to live.) It’s easy to add city center, natural light, and extra bedrooms...
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coronavirus pandemic curve - johns hopkins

Deciding while distancing: From data viz to the hard decisions.

This is an anxious time for anyone in policy / decision analysis. Machine learning, analytics, statistical models, and decision intelligence are helping leaders grapple with the coronavirus pandemic, but weighing alternatives and connecting actions → outcomes requires so many things. Once the modeling is complete...
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Museum musings.

Pondering the places where people interact with artificial intelligence: Collaboration on evidence-based decision-making, automation of data-driven processes, machine learning, things like that.

Recent Articles

muscle car by bing/create
20 June 2023
Stolen cars and AI ‘moral self-correction’
person in silhouette with orange background, pondering AI input for an evidence based decision
9 May 2023
Can you trust AI with your next decision? Part 3 in a series on fact-checking/citation
image generated by bing image creator bottle on apothecary shelf
25 April 2023
How is generative AI referencing sources? Part 2 in our series
22 April 2023
Sneaky STEM: Inspire learning with immersive experiences
15 March 2023
Can AI replace your CEO?
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