Fernando Diaz
@841io.bsky.social
Associate Professor, CMU. Researcher, Google. Evaluation and design of information retrieval and recommendation systems, including their societal impacts.
as AI increasingly supports shopping and ads, it’s worth remembering that retrieval often shapes who gets exposure in final generated output. in a recent paper, @teknology.bsky.social uses methods from fair ranking to assess and address exposure bias in downstream generation.
841.io/doc/fairrag....
841.io/doc/fairrag....
December 31, 2025 at 2:00 PM
as AI increasingly supports shopping and ads, it’s worth remembering that retrieval often shapes who gets exposure in final generated output. in a recent paper, @teknology.bsky.social uses methods from fair ranking to assess and address exposure bias in downstream generation.
841.io/doc/fairrag....
841.io/doc/fairrag....
Reposted by Fernando Diaz
PhD and Postdoc positions drop! The Research Council of Norway funded MishMash Centre for AI & Creativity has announced 18 doctoral and 6 postdoc positions in arts and/or science. I’m a member of the Scientific Advisory Board and so pleased to see this happening.
mishmash.no/news/positio...
mishmash.no/news/positio...
18 PhD and 6 Postdoc positions at MishMash/Norway
The first round of MishMash doctoral and postdoctoral fellowships are now announced.
mishmash.no
December 22, 2025 at 5:31 PM
PhD and Postdoc positions drop! The Research Council of Norway funded MishMash Centre for AI & Creativity has announced 18 doctoral and 6 postdoc positions in arts and/or science. I’m a member of the Scientific Advisory Board and so pleased to see this happening.
mishmash.no/news/positio...
mishmash.no/news/positio...
Reposted by Fernando Diaz
I am hiring a PhD student at the Max Planck Institute for Security and Privacy. Topics of interest: (i) AI governance/regulation through computational and socio-technical lens, (ii) computational and socio-technical approaches to digital well-being. More information & how to apply:
asiabiega.github.io
December 19, 2025 at 6:18 PM
I am hiring a PhD student at the Max Planck Institute for Security and Privacy. Topics of interest: (i) AI governance/regulation through computational and socio-technical lens, (ii) computational and socio-technical approaches to digital well-being. More information & how to apply:
Reposted by Fernando Diaz
We are looking for advanced PhD student interns! Spend 12 weeks scratching a research itch in our Cambridge Massachusetts lab. Closes January 17.
apply.careers.microsoft.com/careers/job/...
apply.careers.microsoft.com/careers/job/...
Research Intern - Sociotechnical Systems | Microsoft Careers
Research Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world's best researchers, Research Interns learn, collaborate, and network for life. Researc...
apply.careers.microsoft.com
December 22, 2025 at 9:32 PM
We are looking for advanced PhD student interns! Spend 12 weeks scratching a research itch in our Cambridge Massachusetts lab. Closes January 17.
apply.careers.microsoft.com/careers/job/...
apply.careers.microsoft.com/careers/job/...
Reposted by Fernando Diaz
The influence of domain knowledge is huge when it comes to applied AI.
Domain expertise can prevent overengineering and/or unnecessary costs.
Working in the legal industry as an AI scientist it became obvious early on how crucial it is to build the bridge towards domain experts.
Every day.
Domain expertise can prevent overengineering and/or unnecessary costs.
Working in the legal industry as an AI scientist it became obvious early on how crucial it is to build the bridge towards domain experts.
Every day.
December 10, 2025 at 10:13 AM
The influence of domain knowledge is huge when it comes to applied AI.
Domain expertise can prevent overengineering and/or unnecessary costs.
Working in the legal industry as an AI scientist it became obvious early on how crucial it is to build the bridge towards domain experts.
Every day.
Domain expertise can prevent overengineering and/or unnecessary costs.
Working in the legal industry as an AI scientist it became obvious early on how crucial it is to build the bridge towards domain experts.
Every day.
Reposted by Fernando Diaz
📣 It's again that time of the year 🤩 - our internship call for the FATE team @ MSR Montreal and our collaborators is now up! 🎉🎉
We are broadly looking for candidates interested in perceptions, evaluation, uses, and impacts of AI!
#FAccT #FAccT2025 #CHI2025 #NeurIPS2025 #ACL2025
We are broadly looking for candidates interested in perceptions, evaluation, uses, and impacts of AI!
#FAccT #FAccT2025 #CHI2025 #NeurIPS2025 #ACL2025
December 5, 2025 at 8:52 PM
📣 It's again that time of the year 🤩 - our internship call for the FATE team @ MSR Montreal and our collaborators is now up! 🎉🎉
We are broadly looking for candidates interested in perceptions, evaluation, uses, and impacts of AI!
#FAccT #FAccT2025 #CHI2025 #NeurIPS2025 #ACL2025
We are broadly looking for candidates interested in perceptions, evaluation, uses, and impacts of AI!
#FAccT #FAccT2025 #CHI2025 #NeurIPS2025 #ACL2025
Reposted by Fernando Diaz
Want to be an intern at Microsoft Research in the Computational Social Science group in NYC (Jake Hofman, David Rothschild, Dan Goldstein)
Follow this link and do your thing! Deadline approaching soonish!
apply.careers.microsoft.com/careers/job/...
Follow this link and do your thing! Deadline approaching soonish!
apply.careers.microsoft.com/careers/job/...
Research Intern - Computational Social Science | Microsoft Careers
Research Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world's best researchers, Research Interns learn, collaborate, and network for life. Researc...
apply.careers.microsoft.com
December 5, 2025 at 11:35 PM
Want to be an intern at Microsoft Research in the Computational Social Science group in NYC (Jake Hofman, David Rothschild, Dan Goldstein)
Follow this link and do your thing! Deadline approaching soonish!
apply.careers.microsoft.com/careers/job/...
Follow this link and do your thing! Deadline approaching soonish!
apply.careers.microsoft.com/careers/job/...
Reposted by Fernando Diaz
if you work on "AI" and are concerned with social issues, you should apply to be the new director of the Tufts AI Institute: apply.interfolio.com/178311 (Need to be tenureable in one of our engineering departments, but it's explicitly open to people who work on human-oriented stuff.)
December 3, 2025 at 9:45 PM
if you work on "AI" and are concerned with social issues, you should apply to be the new director of the Tufts AI Institute: apply.interfolio.com/178311 (Need to be tenureable in one of our engineering departments, but it's explicitly open to people who work on human-oriented stuff.)
Reposted by Fernando Diaz
On my way to
@neuripsconf.bsky.social -- this is my first time at #NeurIPS and looking forward to seeing folks and presenting our paper on Rigor in AI. Do find me if you want to chat about rigor in AI, anthropomorphic AI, or evaluations #NeurIPS2025
@neuripsconf.bsky.social -- this is my first time at #NeurIPS and looking forward to seeing folks and presenting our paper on Rigor in AI. Do find me if you want to chat about rigor in AI, anthropomorphic AI, or evaluations #NeurIPS2025
December 1, 2025 at 11:50 AM
On my way to
@neuripsconf.bsky.social -- this is my first time at #NeurIPS and looking forward to seeing folks and presenting our paper on Rigor in AI. Do find me if you want to chat about rigor in AI, anthropomorphic AI, or evaluations #NeurIPS2025
@neuripsconf.bsky.social -- this is my first time at #NeurIPS and looking forward to seeing folks and presenting our paper on Rigor in AI. Do find me if you want to chat about rigor in AI, anthropomorphic AI, or evaluations #NeurIPS2025
a light thread on what we mean by "user engagement". 🧵 1/26
November 25, 2025 at 4:07 PM
a light thread on what we mean by "user engagement". 🧵 1/26
🎉students interested in evaluation!🎉
Three exciting opportunities at
@msftresearch.bsky.social in NYC!!! 🎉
Internship w/ FATE: apply.careers.microsoft.com/careers/job?...
Internship w/ STAC on AI evaluation and measurement: apply.careers.microsoft.com/careers/job?...
Postdoc w/ FATE: apply.careers.microsoft.com/careers/job?...
@msftresearch.bsky.social in NYC!!! 🎉
Internship w/ FATE: apply.careers.microsoft.com/careers/job?...
Internship w/ STAC on AI evaluation and measurement: apply.careers.microsoft.com/careers/job?...
Postdoc w/ FATE: apply.careers.microsoft.com/careers/job?...
FATE internships: apply.careers.microsoft.com/careers/job?...
FATE postdocs: apply.careers.microsoft.com/careers/job?...
And internships with our close collaborators at STAC: apply.careers.microsoft.com/careers/job?...
FATE postdocs: apply.careers.microsoft.com/careers/job?...
And internships with our close collaborators at STAC: apply.careers.microsoft.com/careers/job?...
November 24, 2025 at 4:00 PM
🎉students interested in evaluation!🎉
Reposted by Fernando Diaz
Did everyone else already know about "fluid bear painting"? Is this trend a hoax?
November 20, 2025 at 2:34 PM
Did everyone else already know about "fluid bear painting"? Is this trend a hoax?
Philip K. Dick, "The Penultimate Truth", Belmont Books, 1964.
November 11, 2025 at 3:58 PM
Philip K. Dick, "The Penultimate Truth", Belmont Books, 1964.
Reposted by Fernando Diaz
Rikiya Takehi, Fernando Diaz, Tetsuya Sakai
Diversification as Risk Minimization
https://arxiv.org/abs/2510.22681
Diversification as Risk Minimization
https://arxiv.org/abs/2510.22681
October 28, 2025 at 5:52 AM
Rikiya Takehi, Fernando Diaz, Tetsuya Sakai
Diversification as Risk Minimization
https://arxiv.org/abs/2510.22681
Diversification as Risk Minimization
https://arxiv.org/abs/2510.22681
Reposted by Fernando Diaz
📢 Announcing the First Workshop on Multilingual and Multicultural Evaluation (MME) at #EACL2026 🇲🇦
MME focuses on resources, metrics & methodologies for evaluating multilingual systems! multilingual-multicultural-evaluation.github.io
📅 Workshop Mar 24–29, 2026
🗓️ Submit by Dec 19, 2025
MME focuses on resources, metrics & methodologies for evaluating multilingual systems! multilingual-multicultural-evaluation.github.io
📅 Workshop Mar 24–29, 2026
🗓️ Submit by Dec 19, 2025
October 20, 2025 at 10:37 AM
📢 Announcing the First Workshop on Multilingual and Multicultural Evaluation (MME) at #EACL2026 🇲🇦
MME focuses on resources, metrics & methodologies for evaluating multilingual systems! multilingual-multicultural-evaluation.github.io
📅 Workshop Mar 24–29, 2026
🗓️ Submit by Dec 19, 2025
MME focuses on resources, metrics & methodologies for evaluating multilingual systems! multilingual-multicultural-evaluation.github.io
📅 Workshop Mar 24–29, 2026
🗓️ Submit by Dec 19, 2025
Reposted by Fernando Diaz
We’re excited to release the Call for Papers for #FAccT2026 which will be held in Montreal, Canada in June 2026! Abstracts are due on January 8th, papers due on January 13th.
Call for Papers: facctconference.org/2026/cfp
Important info in thread →
Call for Papers: facctconference.org/2026/cfp
Important info in thread →
ACM FAccT - 2026 CFP
facctconference.org
October 17, 2025 at 1:27 PM
We’re excited to release the Call for Papers for #FAccT2026 which will be held in Montreal, Canada in June 2026! Abstracts are due on January 8th, papers due on January 13th.
Call for Papers: facctconference.org/2026/cfp
Important info in thread →
Call for Papers: facctconference.org/2026/cfp
Important info in thread →
Reposted by Fernando Diaz
AI is evolving too quickly for an annual report to suffice. To help policymakers keep pace, we're introducing the first Key Update to the International AI Safety Report. 🧵⬇️
(1/10)
(1/10)
October 15, 2025 at 10:49 AM
AI is evolving too quickly for an annual report to suffice. To help policymakers keep pace, we're introducing the first Key Update to the International AI Safety Report. 🧵⬇️
(1/10)
(1/10)
Reposted by Fernando Diaz
I am on the job market this year! My research advances methods for reliable machine learning from real-world data, with a focus on healthcare. Happy to chat if this is of interest to you or your department/team.
October 14, 2025 at 3:45 PM
I am on the job market this year! My research advances methods for reliable machine learning from real-world data, with a focus on healthcare. Happy to chat if this is of interest to you or your department/team.
Reposted by Fernando Diaz
Renee Shelby, Fernando Diaz, Vinodkumar Prabhakaran: Taxonomy of User Needs and Actions https://arxiv.org/abs/2510.06124 https://arxiv.org/pdf/2510.06124 https://arxiv.org/html/2510.06124
October 8, 2025 at 6:32 AM
Renee Shelby, Fernando Diaz, Vinodkumar Prabhakaran: Taxonomy of User Needs and Actions https://arxiv.org/abs/2510.06124 https://arxiv.org/pdf/2510.06124 https://arxiv.org/html/2510.06124
Reposted by Fernando Diaz
MSR NYC is hiring spring and summer interns in AI/ML/RL!
Apply here: jobs.careers.microsoft.com/global/en/jo...
Apply here: jobs.careers.microsoft.com/global/en/jo...
Microsoft Research Lab - New York City - Microsoft Research
Apply for a research position at Microsoft Research New York & collaborate with academia to advance economics research, prediction markets & ML.
www.microsoft.com
October 2, 2025 at 8:58 PM
MSR NYC is hiring spring and summer interns in AI/ML/RL!
Apply here: jobs.careers.microsoft.com/global/en/jo...
Apply here: jobs.careers.microsoft.com/global/en/jo...
In January, Asia Biega (MPI), Georgina Born (UCL), Mary Gray (MSR), Rida Qadri (G), and I ran a Dagstuhl Seminar bringing together folks from CS and the broader social sciences to discuss questions around AI and culture. Dagstuhl has just posted our report, 1/3
drops.dagstuhl.de/storage/04da...
drops.dagstuhl.de/storage/04da...
October 2, 2025 at 6:55 PM
In January, Asia Biega (MPI), Georgina Born (UCL), Mary Gray (MSR), Rida Qadri (G), and I ran a Dagstuhl Seminar bringing together folks from CS and the broader social sciences to discuss questions around AI and culture. Dagstuhl has just posted our report, 1/3
drops.dagstuhl.de/storage/04da...
drops.dagstuhl.de/storage/04da...
Reposted by Fernando Diaz
This was accepted to #NeurIPS 🎉🎊
TL;DR Impoverished notions of rigor can have a formative impact on AI work. We argue for a broader conception of what rigorous work should entail & go beyond methodological issues to include epistemic, normative, conceptual, reporting & interpretative considerations
TL;DR Impoverished notions of rigor can have a formative impact on AI work. We argue for a broader conception of what rigorous work should entail & go beyond methodological issues to include epistemic, normative, conceptual, reporting & interpretative considerations
We have to talk about rigor in AI work and what it should entail. The reality is that impoverished notions of rigor do not only lead to some one-off undesirable outcomes but can have a deeply formative impact on the scientific integrity and quality of both AI research and practice 1/
September 29, 2025 at 11:13 PM
This was accepted to #NeurIPS 🎉🎊
TL;DR Impoverished notions of rigor can have a formative impact on AI work. We argue for a broader conception of what rigorous work should entail & go beyond methodological issues to include epistemic, normative, conceptual, reporting & interpretative considerations
TL;DR Impoverished notions of rigor can have a formative impact on AI work. We argue for a broader conception of what rigorous work should entail & go beyond methodological issues to include epistemic, normative, conceptual, reporting & interpretative considerations
I'm noticing that some conversational AI interfaces are pausing text generation (or at least rendering) until the user scrolls. A thread on attention modeling. 👀 🧵 1/10
September 24, 2025 at 8:30 PM
I'm noticing that some conversational AI interfaces are pausing text generation (or at least rendering) until the user scrolls. A thread on attention modeling. 👀 🧵 1/10
Reposted by Fernando Diaz
🚨Microsoft Research NYC is hiring🚨
We're hiring postdocs and senior researchers in AI/ML broadly, and in specific areas like test-time scaling and science of DL. Postdoc applications due Oct 22, 2025. Senior researcher applications considered on a rolling basis.
Links to apply: aka.ms/msrnyc-jobs
We're hiring postdocs and senior researchers in AI/ML broadly, and in specific areas like test-time scaling and science of DL. Postdoc applications due Oct 22, 2025. Senior researcher applications considered on a rolling basis.
Links to apply: aka.ms/msrnyc-jobs
Microsoft Research Lab - New York City - Microsoft Research
Apply for a research position at Microsoft Research New York & collaborate with academia to advance economics research, prediction markets & ML.
aka.ms
September 18, 2025 at 2:37 PM
🚨Microsoft Research NYC is hiring🚨
We're hiring postdocs and senior researchers in AI/ML broadly, and in specific areas like test-time scaling and science of DL. Postdoc applications due Oct 22, 2025. Senior researcher applications considered on a rolling basis.
Links to apply: aka.ms/msrnyc-jobs
We're hiring postdocs and senior researchers in AI/ML broadly, and in specific areas like test-time scaling and science of DL. Postdoc applications due Oct 22, 2025. Senior researcher applications considered on a rolling basis.
Links to apply: aka.ms/msrnyc-jobs
Giuliano, V.E. and P. E. Jones, "Linear Associative Information Retrieval", Rept. no. CACL-2, Arthur D. Little, Inc., Cambridge, Mass., Nov 1962, 240 p. Also in P. W. Howerton and D. C . Weeks [eds ]. "Vistas in Information Handling", 1963, p. 30-54.
September 4, 2025 at 1:30 PM
Giuliano, V.E. and P. E. Jones, "Linear Associative Information Retrieval", Rept. no. CACL-2, Arthur D. Little, Inc., Cambridge, Mass., Nov 1962, 240 p. Also in P. W. Howerton and D. C . Weeks [eds ]. "Vistas in Information Handling", 1963, p. 30-54.