AVERI just published an analysis of audit-related legislation in the US.
We survey the current landscape, discuss challenges with audit requirements and pathways for addressing them, and make our first endorsement of specific legislation.
wrote a guide on getting compute grants as a student, something I wish I did more at the beginning of my PhD. It's honestly one of the highest ROI things you can do as a student (we've gotten 100k+ gpu hrs for roughly 2 weeks of work writing).
nightingal3.github.io/blog/2…
Intelligent Systems retweeted
Deep learning models using head CT and clinical information had a high performance for predicting mortality and unfavorable outcomes after severe traumatic brain injury. @PittNeurosurg @PittRadiology @wushandong bit.ly/3veBQHZ
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We are hiring summer interns for 2026 in FAIR Seattle - to work on pre-training, compute/data efficient/sparse architectures, tokenizer-free pre-training, scaling-laws, distillation etc.
If this excites you, drop me a message/resume!
Intelligent Systems retweeted
There were hallucinated references at #NeurIPS2025 & @iclr_conf this year, so I built harcx pypi.org/project/harcx/.
A Python package to verify BibTeX citations against real academic databases. It supports papers, books, and
URLs.
Usage:
pip install harcx
harcx references.bib
Intelligent Systems retweeted
🚀Introducing Code Arena: the next generation of live coding evals for frontier AI models. Built to test how models plan, scaffold, debug, and build real web apps step-by-step.
Try Claude, GPT-5, GLM-4.6 and Gemini in Code Arena today!
ISP Student's @manuragpitt paper picked up by media. This work explores the benchmarking of LLMs with 5 Indian and Nepali languages
Link to paper 👉 arxiv.org/abs/2512.10780
thehindubusinessline.com/bus…
PittNLP @emnlpmeeting @pitt_sci #emnlp2025 !!
@xiang_lorraine Dr. Litman @bhinubkb @JoeyHou5 @janetlauyeung César GS @YuyaAsano47
Multi-Lingual Word Grouping Games ✅
LLM Creativity ✅
Neighbor-Assisted Model Editing ✅
Free Response Math Problems ✅
Human Label Variation✅
Intelligent Systems retweeted
Are AI Tools Replacing Scientific Writing?
Here's what some leading scientists have to say ⤵
Repost & Save (with 𝘤𝘭𝘪𝘱𝘱𝘦.𝘮𝘦)
— Tools like ChatGPT are good helpers
(but poor creators)
— AI can speed up writing
(but it's not ready to take over scientific thinking).
— The real question isn't if we should use AI...
... but how to use it wisely!
𝐊𝐞𝐲 𝐁𝐞𝐧𝐞𝐟𝐢𝐭𝐬 𝐨𝐟 𝐀𝐈 𝐢𝐧 𝐒𝐜𝐢𝐞𝐧𝐭𝐢𝐟𝐢𝐜 𝐖𝐫𝐢𝐭𝐢𝐧𝐠 ⤵
𝗪𝗿𝗶𝘁𝗶𝗻𝗴 𝗔𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝗰𝗲
— Helps break through writer's block
— Makes helpful suggestions for titles & abstracts
— Supports non-native English speakers with clear writing
𝗦𝘁𝗿𝘂𝗰𝘁𝘂𝗿𝗲 & 𝗥𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲𝘀
— Breaks complex topics into manageable pieces
— Spots relevant papers you might have missed
— Helps organize thoughts & arguments
𝐌𝐚𝐣𝐨𝐫 𝐂𝐨𝐧𝐜𝐞𝐫𝐧𝐬
— AI can't do deep analysis or generate true insights
— Risk of shallow, cookie-cutter science writing
— Tools might generate false references or incorrect info
— Over-reliance could hurt students' learning
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Intelligent Systems retweeted
Join @FlatironInst @SimonsFdn as a Research Fellow in Manhattan 🚀 apply.interfolio.com/173401
Lead cutting-edge work in computational science & ML with top collaborators. Apply by Dec 15. More about ML@CCM 👉 users.flatironinstitute.org/…
DM if you’re into #AIforScience or #GenerativeAI
Replying to @pitt_sci
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Computer scientist Yoshua Bengio has become the first person to have their work cited more than one million times on the search engine Google Scholar
go.nature.com/4if2o2R
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🚨 We’re hiring interns on the Asta Team @allen_ai!
Join us in building research assistants for science! 🔬🧬
You'll work on topics ranging from agentic models to human-AI interfaces, publish papers, and shape how AI supports research.
🔗 Apply at job-boards.greenhouse.io/the…!
Intelligent Systems retweeted
Join us in Pittsburgh, Nov 5–7, for three days of research, reflection, and connection at ACM #EAAMO202
View more details here: conference.eaamo.org/confere…
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We’re thrilled to welcome a lineup of leading researchers and practitioners shaping the future of equitable and responsible technology at #EAAMO2025 💡
There's still time to register - click here to save your spot! conference.eaamo.org/registr…
Intelligent Systems retweeted
1️⃣ DAY TO GO!
We’re excited to welcome 200+ of you - in person and online - to @PittTweet for 3 days of learning, exchange, and connection. What are you most excited for?
PS - be sure to tag #EAAMO2025 so we can follow along and repost your tweets!
50%Keynotes and sessions
0%Networking + connections
50%Workshops and posters
0%Social events
2 votes • Final results Intelligent Systems retweeted
#tutorial Yivan Zhang, during his tutorial T8: AI Meets Algebra: Foundations and Frontiers! #IJCAI2025
Intelligent Systems retweeted
Which of the following scientist deserve to be reborn?
Isaac Newton
Stephen Hawking
Albert Einstein
Nikola Tesla
Intelligent Systems retweeted
Edward (@edhsujourney) is my first student. We worked together even before I started at PSU.
Yesterday I met Edward--@PSUCrowdAILab PhD #3--& family. With his coadvisor Lee, I happily hooded him on a beautiful summer day.
Congrats & thank you. We both became better researchers.
































