iiinova — where your digital self keeps evolving

Reposted by Zana Buçinca

Anna Stansbury @annastansbury.bsky.social · 18/08/2026

GDP per capita is super strongly correlated with life satisfaction across countries - but *negatively* correlated with meaning/purpose The AI-makes-us-all-rich future: lots of hedonic satisfaction, little eudaimonia? from @betseystevenson.bsky.social

1264

Zana Buçinca @zbucinca.bsky.social · 20/07/2026

Are you an AI professional? Is AI changing what your work looks like day to day? We’d love to hear about it. We’re a group of researchers from MIT and Microsoft studying how the work of AI professionals is evolving as AI systems become increasingly capable.

110

Reposted by Zana Buçinca

Gasper Begus @begus.bsky.social · 19/05/2026

Here's a commencement speech that didn't get booed at when AI was mentioned. begus.substack.com/p/no-paths-j...

begus.substack.com

No paths, just endless ocean

Commencement Address to the Bowles Hall Class of 2026

43113

Zana Buçinca @zbucinca.bsky.social · 11/03/2026

Reading papers published pre-2022 has become a breath of fresh air.

020

Reposted by Zana Buçinca

Dean Eckles @eckles.bsky.social · 10/03/2026

Submit your work on causality and networks today!

095

Reposted by Zana Buçinca

Matthew Highton @matthighton.bsky.social · 27/01/2026

If Bilbo had Chat GPT

4339501135

Reposted by Zana Buçinca

Miriam Posner @miriamposner.com · 26/10/2025

Aaaaarrrggh

Reuters headline reads,
“Two federal judges say use of Al led to errors in US court rulings
By Sara Merken
October 23, 2025 1:29 PM PDT • Updated October 23, 2025.”

A pop-up reads: “Get the key points from this story with Reuters Al”

723583

Reposted by Zana Buçinca

MIT Stone Center on Inequality and Shaping the Future of Work @mitshapingwork.bsky.social · 16/10/2025

What is "pro-worker AI," and how can we actually achieve it? A panel discussion at the upcoming launch of the Stone Center will feature insights from @meredithmeredith.bsky.social, @emollick.bsky.social & @zbucinca.bsky.social. Register: shapingwork.mit.edu/events/stone...

031

Reposted by Zana Buçinca

Sunnie S. Y. Kim ☀️ @sunniesuhyoung.bsky.social · 10/10/2025

Our Responsible AI team at Apple is looking for spring/summer 2026 PhD research interns! Please apply at jobs.apple.com/en-us/detail... and email rai-internship@group.apple.com. Do not send extra info (e.g., CV), just drop us a line so we can find your application in the central pool!

jobs.apple.com

Machine Learning / AI Internships - Jobs - Careers at Apple

Apply for a Machine Learning / AI Internships job at Apple. Read about the role and find out if it’s right for you.

23111

Zana Buçinca @zbucinca.bsky.social · 07/10/2025

Honored to be part of the panel on Pro-Worker AI at the launch event of MIT Stone Center on Inequality and Shaping the Future of Work. Looking forward to it!

040

Reposted by Zana Buçinca

MIT Stone Center on Inequality and Shaping the Future of Work @mitshapingwork.bsky.social · 07/10/2025

📅 Join us on 11/3 as we officially launch the Stone Center on Inequality and Shaping the Future of Work! The half-day event will feature a series of discussions at the intersection of technology, the future of work, and inequality. See the agenda and register: shapingwork.mit.edu/events/stone...

031

Reposted by Zana Buçinca

Hypervisible @hypervisible.blacksky.app · 13/08/2025

“The AI in the study probably prompted doctors to become over-reliant on its recommendations, ‘leading to clinicians becoming less motivated, less focused, and less responsible when making cognitive decisions without AI assistance,’ the scientists said in the paper.”

bloomberg.com

AI Eroded Doctors’ Ability to Spot Cancer Within Months in Study

Artificial intelligence, touted for its potential to transform medicine, led to some doctors losing skills after just a few months in a new study.

11152242557

Reposted by Zana Buçinca

Dean Eckles @eckles.bsky.social · 06/08/2025

We're recruiting a new tenure-track faculty member to MIT Sloan! apply.interfolio.com/170116 We're looking for someone doing research in quantitative marketing, broadly considered. Faculty in our group work on economics of privacy, mathematical psych, networks, and applications of ML & AI.

apply.interfolio.com

Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio

0124

Reposted by Zana Buçinca

Sam Gershman @gershbrain.bsky.social · 09/07/2025

The sycophantic tone of ChatGPT always sounded familiar, and then I recognized where I'd heard it before: author response letters to reviewer comments. "You're exactly right, that's a great point!" "Thank you so much for this insight!" Also how it always agrees even when it contradicts itself.

518722

Reposted by Zana Buçinca

MIT Institute for Work and Employment Research (IWER) @mitiwer.bsky.social · 09/06/2025

You might not think that forming a committee where frontline workers can share work-related health & well-being concerns would have all that much effect on a workplace. But it can. That’s what @elkelly.bsky.social @mitiwer.bsky.social & colleagues found in a recent study: tinyurl.com/y4pej88v

tinyurl.com

The Surprising Potential of Health and Well-Being Committees | MIT Sloan

MIT Sloan Professor Erin L. Kelly, who is Co-Director of the MIT Institute for Work and Employment Research (IWER), found in a recent multiyear study in e-commerce warehouses that establishing Health ...

001

Reposted by Zana Buçinca

Dr. Casey Fiesler @cfiesler.bsky.social · 02/06/2025

I really dislike this sentiment re: AI impacts on education: If an assignment can be completed by AI then it is clearly just busy work; educators need to create better assignments. Absolutely not true. Just because AI can do something too doesn't mean that doing it doesn't have pedagogical value.

715223

Zana Buçinca @zbucinca.bsky.social · 31/05/2025

Thrilled to share that I’ve successfully defended my PhD dissertation and I will be joining MIT as an Assistant Professor starting Fall 2026, with a shared appointment between Sloan and EECS! I will be recruiting 1-2 PhD students this upcoming cycle. Consider applying to MIT EECS!

6687

Reposted by Zana Buçinca

Krzysztof Gajos @kgajos.bsky.social · 15/05/2025

@zbucinca.bsky.social's new paper shows that people who receive AI decision recommendations with contrastive explanations (pick A instead of B because...) grow their skills. This important because people do not learn when AI provides conventional explanations. iis.seas.harvard.edu/papers/bucin...

Drawing of a person looking at a screen, which contains an example of an AI generated decision recommendation and a contrastive explanation: "The AI suggests Antibiotic A instead of Antibiotic B because: Although both antibiotics can treat bacterial infections, recent lab tests showed that the bacteria found in this patient are resistant to Antibiotic B."

041

Zana Buçinca @zbucinca.bsky.social · 30/04/2025

#CHI2025 As we rely on AI for decision-making support, how will our independent decision-making skills be affected? Prior work shows people’s decision-making skills often fail to improve or may even erode when they rely on AI for decision-support, even when the AI provides informative explanations.

Screenshot of a paper on Contrasive Explanations That Anticipate Human Misconceptions Can Improve Human Decision-Making skills.

1359

Reposted by Zana Buçinca

Tzu-Sheng Kuo 郭子生 @tskuo.bsky.social · 27/04/2025

@kjfeng.me and @rockpang.bsky.social are kicking off the panel on sociotechnical AI governance! #CHI2025

074

Zana Buçinca @zbucinca.bsky.social · 26/04/2025

First day at #CHI2025. Live from our workshop on Human-AI Interaction for Augmented Reasoning.

050

Zana Buçinca @zbucinca.bsky.social · 22/04/2025

Excited to present my work at Max Planck soon!

020

Reposted by Zana Buçinca

Kevin Feng @kjfeng.me · 21/04/2025

The First Workshop on Sociotechnical AI Governance at CHI 2025 (STAIG@CHI’25) is less than a week away! We’re super excited to hold a panel with some amazing speakers to discuss why a sociotechnical approach to AI governance is so important. Learn more + see our full schedule: chi-staig.github.io

poster advertising 5 panelists from a diverse set of institutions the first workshop on sociotechnical AI governance at CHI 2025

042

Reposted by Zana Buçinca

Helen Czerski @helenczerski.bsky.social · 12/03/2025

It's hard to say this, but science (& research more generally) is just being **stopped** in the US right now. This is just one university, losing nearly a billion dollars in project funding pretty much overnight. That's people's jobs & the research that could save lives. www.wsj.com/health/healt...

15549268

Reposted by Zana Buçinca

Sam Gershman @gershbrain.bsky.social · 11/03/2025

So disappointing that Harvard is terminating ongoing faculty searches. You'd think that with their resources they could complete these searches and then pause future searches. Apart from the huge waste of everyone's time, it's devastating for the candidates. My heart goes out to them.

51048

Reposted by Zana Buçinca

Arvind Narayanan @randomwalker.bsky.social · 10/03/2025

Unfortunately, since there are people crying wolf about all kinds of things, as brilliantly documented by the Pessimists Archive project (@pessimistsarc.bsky.social), the enterprise of alarm-raising defeats its own aims, because it ends up desensitizing people to predictions about risks and harms.

2154

Zana Buçinca @zbucinca.bsky.social · 22/02/2025

Interested in human-AI interaction? Consider submitting your work to our #CHI2025 workshop on augmenting human agency & reasoning with AI. Join us in Yokohama, Japan! Submission deadline: March 2 www.media.mit.edu/events/CHI-2...

media.mit.edu

CHI 2025: Human-AI Interaction for Augmented Reasoning – MIT Media Lab

Human-AI Interaction for Augmented ReasoningImproving Human Reflective and Critical Thinking with Artificial IntelligenceApril 26, 2025 | 9:00-17:00 JST | CHI …

031

Zana Buçinca @zbucinca.bsky.social · 18/02/2025

The worst part about submitting papers to FAccT: the strict 14 page-limit. The best part about reviewing papers for FAccT: the strict 14 page-limit.

050

Zana Buçinca @zbucinca.bsky.social · 17/01/2025

Consider submitting to our upcoming CHI workshop on augmenting human reasoning with AI!

0144

Reposted by Zana Buçinca

chenhaotan.bsky.social @chenhaotan.bsky.social · 16/01/2025

How can we design AI systems that enhance human critical thinking, reasoning, and agency, rather than diminish them? Happy to announce our workshop on "AI Enhanced Reasoning" at #CHI2025 in Yokohama on April 26, 2025. Please join us! aireasoning.media.mit.edu

aireasoning.media.mit.edu

AI Enhanced Reasoning Workshop – CHI 2025 Workshop

0244

Reposted by Zana Buçinca

Science Magazine @science.org · 23/12/2024

Women leave academia at higher rates than men at every career stage, and attrition is especially high among three groups: tenured faculty, women in non-STEM fields, and women employed at less prestigious institutions, a #ScienceAdvances analysis finds.

scim.ag

Gender and retention patterns among U.S. faculty

Women faculty are more likely to leave their jobs than men, most often due to workplace climate, rather than work-life balance.

19472259

Reposted by Zana Buçinca

Ben Waber @bwaber.bsky.social · 17/12/2024

@zbucinca.bsky.social - value-aligned human-AI decision making www.youtube.com/watch?v=m8Yl... @amuuueller.bsky.social - evaluating and improving LLM generalization www.youtube.com/watch?v=TCFy... (12/14)

youtube.com

Designing Value-Aligned Human-AI Interaction

YouTube video by Nokia Bell Labs

141

Reposted by Zana Buçinca

Jiaqi Ma @jiaqima.bsky.social · 11/12/2024

Join us at the #RegulatableML workshop at #NeurIPS2024 to learn about AI regulations and how to operationalize them in practice. Date: Dec 15, 2024 (East Meeting Room 13) Time: 8:15 am - 5:30 pm Details: regulatableml.github.io We have an exciting schedule (a thread): 1/

141

Reposted by Zana Buçinca

Krzysztof Gajos @kgajos.bsky.social · 09/12/2024

Do you feel that your profession or organization urgently needs to adopt #AI? Here's some advice that we often share (as academics working in human-AI interaction and #ML) with professional colleagues who consider the role of modern technology in their professions. (w/ Weiwei Pan and Hongjin Lin)

iis.seas.harvard.edu

Keep calm and carry on, with or without AI: What to do if your profession or organization urgently needs to adopt AI – Intelligent Interactive Systems Group at Harvard

086

Reposted by Zana Buçinca

Serena Booth @reniebird.bsky.social · 07/12/2024

I'm hiring PhD students at Brown CS! If you're interested in human-robot or AI interaction, human-centered reinforcement learning, and/or AI policy, please apply. Or get your students to apply :). Deadline Dec 15, link: cs.brown.edu/degrees/doct.... Research statement on my website, www.slbooth.com

cs.brown.edu

Brown CS: Applying To Our Doctoral Program

We expect strong results from our applicants in the following:

02814

Reposted by Zana Buçinca

Ethan Mollick @emollick.bsky.social · 23/11/2024

AI can help learning... when it isn't a crutch. There are now multiple controlled experiments showing that students who use AI to get answers to problems hurts learning (even though they think they are learning), but that students who use well-promoted LLMs as a tutor perform better on tests.

1220133

Zana Buçinca @zbucinca.bsky.social · 21/11/2024

To make a point about overreliance on AI, in my guest lectures, I run a real-time quiz with wrong AI advice. At 4 universities, ~80% of students overrelied. Yesterday at Harvard, only 20% did. During the talk, I had to add a disclaimer: “People, but not Harvard students, tend to overrely on AI”.

150

Reposted by Zana Buçinca

Maria De-Arteaga @mariadearteaga.bsky.social · 20/11/2024

We're hiring a fully-funded Ph.D. student in Use-Inspired AI @ UT Austin starting Fall 2025! Join us to work on impactful AI/ML research addressing real-world challenges. Learn more & apply: t.co/OPrxO3yMhf

t.co

http://tinyurl.com/use-inspired-ai-f25

0145

Reposted by Zana Buçinca

Maria Antoniak @mariaa.bsky.social · 19/11/2024

I'm recruiting 1-2 PhD students to work with me at the University of Colorado Boulder! Looking for creative students with interests in #NLP and #CulturalAnalytics. Boulder is a lovely college town 30 minutes from Denver and 1 hour from Rocky Mountain National Park 😎 Apply by December 15th!

A photo of Boulder, Colorado, shot from above the university campus and looking toward the Flatirons.

9302136