🎉 Excited to join the expert panel at the QUARE workshop at @Recsys and take deep dives on how to balance user needs + organizational objectives in #XAI.

🎁 Glad to see cross-pollination from the Human-centered XAI (#HCXAI) workshop at CHI 🔥

🏆 Props to organizers for increasing accessibility by making the WS virtual. I was fearful I'd need to cancel, but Paxlovid kicked in just in time to join virtually. In-person would've been impossible.

#AI #mastodon #ResponsibleAI

We are excited to announce that the Special Issue on "Human-Centered AI in Healthcare: Challenges Appearing in the Wild" has been published at ACM TOCHI.

This thread🧵mentions the papers that compose the issue.

1/11

#HCI #CSCW #STS #XAI #HCAI #HCXAI

🚨Hot off the press!

✨Explainable AI Reloaded:

⚡️Do we need to Rethink our XAI Expectations in the Era of Large Language Models?
🎯 Yes

😱 Is XAI doomed?
🎯 No

Join @Riedl & my deep dive into the why & what to do about it ⤵️

💌 Special shout to @jweisz for being an amazing editor and Human-centered AI for publishing the work.

w/ @jweisz @wernergeyer @qveraliao @vivlai @msbernst @chenhaotan

https://medium.com/human-centered-ai/explainable-ai-reloaded-do-we-need-to-rethink-our-xai-expectations-in-the-era-of-large-language-9f08eda4d218

#AI #chatGPT #HCXAI #responsibleAI #AIethics #LLMs #ExplainableAI #XAI

Here's a new idea from the #HCXAI #CHI2023 workshop: Seams in AI systems are mismatches or gaps between the design & expectations of a system versus how that system is actually used. It's like how everyone expects AI to take over the world when real AI systems still confuse cats with dogs...

This idea is discussed further in this paper: https://arxiv.org/abs/2211.06753

@upol @hal @Riedl

Do we hold AI systems to a higher standard regarding how they explain their behavior? When people explain their behavior in natural language, there's a gap between the words they use and the underlying causal mechanisms that actually drove their behavior. Are we more tolerant of this gap in people than we are in AI systems? #HCXAI #CHI2023

@upol @hal @Riedl

Human-Centered Explainable AI: because technical solutions to explainability shouldn't forget that explanations are really for humans! #HCXAI #CHI2023

@upol @hal @Riedl

The 3rd #CHI2023 workshop on Human-Centered Explainable AI is kicking off momentarily. #HCXAI

https://hcxai.jimdosite.com/

A philosopher, a psychologist, and a computer scientist walk into a bar...

The 3rd #CHI2023 workshop on Human-Centered Explainable AI kicks off with a multidisciplinary panel that is sure to produce some hot takes #HCXAI

See you Friday and Saturday!

https://hcxai.jimdosite.com/

Just sent out the kick-off email for the #HCXAI workshop at #CHI2023 🎉

The organizers are buzzing.

Our speakers are excited.

Are you ready?

w/ @Riedl @hal @jweisz

https://hcxai.jimdosite.com/

🎯 What happens when a philosopher, a psychologist, and a computer scientist walk into a bubble tea bar to talk about Explainable AI?

Only one way to find out!

🎉 Join us at the *MAIN EVENT* for the #HCXAI workshop at #CHI2023 with our invited speakers Andrés Páez, Tania Lombrozo, and Tim Miller

✨ We're so excited for this crossover episode of the XAI multiverse!

w/ @Riedl @hal @jweisz

#AI #ML #XAI #ExplainbleAI #AIethics #ResponsibleAI #HCI #UX #academicchatter #academia

The deadline is fast approaching!

Want to join the Human-centered Explainable AI (#HCXAI) workshop at #CHI2023?
Don't have a paper accepted?
Apply NOW.

Apply here: https://forms.gle/VkytpRddRc2ihYak9

w/ @Riedl @hal @jweisz

Details: https://hci.social/@upol/110113800626664484

📢BREAKING: You can attend the Human-centered Explainable AI (#HCXAI) workshop without an accepted paper!

💡Spots are extremely limited so fill this out ASAP: https://forms.gle/VkytpRddRc2ihYak9

Why are we opening things up?

💡Over the last 3 years, practitioners & policymakers have shared challenges of submitting a paper (bandwidth, resources, etc)

So, we reduced the barriers 🎁

Please boost and help us spread the word!

💌 w/ @hal @Riedl @jweisz

#HCI #XAI #AI #CHI2023 #broadeningParticipation @sigchi

📢PSA: Decisions are out for the Human-centered Explainable AI (#HCXAI) workshop at #CHI2023 🎉

😅 Don't forget to check your spam folders!

💯 Thanks to everyone who submitted!

Special thanks to our amazing PC members for their reviewing labor! 🙏

w/ @Riedl @jweisz @hal

Why do y'all do this every time?😅

So many papers we had to recruit more PC members for the #CHI2023 #HCXAI workshop🔥

Jokes aside, congrats to all who submitted!🎉

https://hcxai.jimdosite.com/

w/ @jweisz @Riedl @hal

Just 2 days before the deadline for the #HCXAI workshop at #CHI2023

Don't let perfection hold you back--even if your paper doesn't get in, **space + logistics permitting**, you may get invited to attend the workshop as a non-presenter

If you don't submit, you lose that chance.

Details: https://hci.social/@upol/109706556758040241

w/ @Riedl @hal @jweisz

📢 Massive news-- the #HCXAI workshop has become a lot more accessible! #CHI2023 allows workshop-only registration.

💡This means you don't have to pay for conf reg fee if you're coming to CHI only for the workshop. This is game changing for non-native-CHI participants like policymakers/artists who have joined us in the past but had to pay a fee for the conf they didn't attend.

🎁I've been advocating for it for a while. Kudos to the chairs!

https://hci.social/@upol/109706556758040241

🚨 The Feb 26 deadline is fast approaching for the #HCXAI workshop at #CHI2023!

❓ Curious about how we review papers?

🎁 Here's your behind-the-scenes access 🔥🔥🔥

Warning -- some of these may surprise you! 👇

🌟 Each paper gets at least 2 independent reviews.
🎁 Unlike many other workshops, we do share these reviews back to you.
🏆 Every year, we recruit a Program Committee (different from the Org Comm) who review papers w/ the Org Comm.

But how does the actual review work?⤵️

1/3

The deadline for the Human-centered Explainable AI (#HCXAI) workshop at #CHI2023 is Feb 26!

Here's the friendly + annoying reminder that the paper won't write itself (I wish it did!)

Interested? Deets-- https://hci.social/@upol/109706556758040241

[Wish Mastodon allowed Quote posting!]

@Riedl @jweisz @hal

🥳OMG we're back again!

🤔Frustrated that human factors are ignored in Explainable #AI? Let's do something about it!

⚡️Submit your best work to the *THIRD* Human-centered Explainable AI (#HCXAI) workshop at #CHI2023

🎯 Deadline: Feb 26,2023
💡 https://hcxai.jimdosite.com

Event details:

🎉 Fully virtual event! No travel/visa/Covid issues.
💯 Doesn't conflict w/ Ramadan/Eid!
🔥 Innovative + fun fireside chats w/ leaders (no boring keynotes!)

Please repost + help us reach wider audiences!

1/2

Implicit in Explainable AI is the question -- "explainable to whom?"

Who opens the black box of AI is just as important as, if not more, opening the black box.

#AI #ML #academia #academicchatter #XAI #ExplainableAI #HCI #HCXAI