Intelligent Systems

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/2026/04/1…

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

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!

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

🚀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/business-tech/…

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✅

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 Page 1/3

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/~lsaul/ml_ccm.… DM if you’re into #AIforScience or #GenerativeAI

academic funding explained

@pitt_sci and @sfi_pittischool hosting Virginia Eubanks today! calendar.pitt.edu/event/not-a-nu…

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

🚨 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/thealleninstit…!

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/conference_inf…

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/registration/

@EAAMO_ORG conference.eaamo.org happening @PittTweet cc @pitt_sci

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!