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Humans+AI: Collaborate, don't collide

How to work with AI

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?

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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soldiers looking at 3d map

Will military ethics principles make AI GRRET again?

U.S. Defense Secretary Mark Esper has announced the military’s five ethical principles for AI use. The devil will definitely be in the details because the guidelines are mostly a statement of values. But I already have concerns. Allow me to explain. Can ethical guidelines make AI...
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woman exiting revolving door

Struggling to explain AI? Try this before|after strategy.

To cut through AI complexity, focus on decisions. Never has it been more important to effectively explain complex concepts. Technology is influencing most decision processes, not always transparently so. On the bumpy road toward explainable AI (XAI), we find great communication options, from printed materials...
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Museum of AI entrance

Can we explain AI with experiential? I say yes.

I’ll be at VentureBeat’s Transform AI conference July 10-11 in San Francisco. Let me know if you’re attending; would be great to meet. -Tracy It’s not always easy staying on the AI bandwagon. Claims of algorithmic bias abound and (mis)applications threaten people’s trust. Not everyone...
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How fun & games can make us better at deciding.

What is a fun experience really about? I’ve gained new perspective from Fun, Taste, & Games: An Aesthetics of the Idle, Unproductive, and Otherwise Playful (MIT Press). I have first-hand knowledge that the authors, John Sharp (Parsons/New School) and David Thomas, are in fact, fun:...
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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

15 March 2023
Can AI replace your CEO?
reference to Google's Bard AI and Microsoft's Bing AI compared to conflict at Sopranos Bada Bing
28 February 2023
What’s state-of-the-art when an AI cites sources of evidence?
DALL-E image of robot head 800x450 29sep22
30 September 2022
Can AI fake reality?
finger pointing
19 August 2021
How to blame a robot for mistakes: Do your finger pointing properly.
photo of row of townhouses seen through fisheye camera lens
12 August 2020
How Human-in-the-Loop AI is Like House Hunters
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