Academic Data Science

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Helping AI systems recover from mistakes and find optimal solutions

Jan 14, 2026 - A team of scientists funded by Asari AI, with researchers from Caltech and MIT, has developed a new tool that gives programmers working with AI agents a way to more easily backtrack and experiment with search strategies to identify the best pathways in their code.

#CalTech #MIT #AI

Helping AI systems recover from mistakes and find optimal solutions

Autonomous AI agents developed to detect early signs of cognitive decline

Jan 15, 2026 - In testing including 3,300 clinical notes from 200 patients; electronic health records, the system identified early cognitive decline with 98% specificity

#healthcare #AI

Autonomous AI agents developed to detect early signs of cognitive decline

A new direction for students in an AI world: Prosper, prepare, protect

Jan 14, 2026 - This report explores the potential risks generative AI poses to students and outlines what we can do now to minimize them.

#ChatGPT #GAI #education #pedagogy #EdTech

A new direction for students in an AI world: Prosper, prepare, protect

Artificial intelligence tools expand scientists’ impact but contract science’s focus

Jan 14, 2026 - AI boosts individual scientists’ output, citations and career progression, but collectively narrows research diversity and reduces collaboration, concentrating work in data-rich areas and potentially limiting broader scientific exploration.

#GAI #science #Tsinghua University

Artificial intelligence tools expand scientists’ impact but contract science’s focus

How data science competitions accelerate brain health discovery

Jan 15, 2026 - This Comment explores the challenges faced by competition organizers and how they can harness diverse expertise to address data heterogeneity, assess modeling strategies and translate findings into practice.

#data science #program management #health #data

How data science competitions accelerate brain health discovery

Generative AI guide for civil society

Jan 9, 2026 - The Digital Justice Network produced a guide that originated from the realisation that civil society organisations and activists need help in establishing generative AI policies and properly utilise these tools when necessary.

#GAI #policy

Generative AI guide for civil society

Lucy Family Institute Releases Policy Brief Urging Action on AI Distortion of Historical Information

Jan 14, 2026 - Researchers released a policy brief warning that AI systems systematically distort historical information, posing a serious threat to democratic discourse and participation both nationally and internationally.

#Notre Dame #ADSA member #policy

Lucy Family Institute Releases Policy Brief Urging Action on AI Distortion of Historical Information

Data Analyst vs Data Scientist… what’s the difference?

Jan 14, 2026 - Although similar in several ways, data analysts and data scientists perform different functions in an organization.

#NCSU #data science

Data Analyst vs Data Scientist… what’s the difference?

AI’s Memorization Crisis

Jan. 9, 2026 - Large language models don’t “learn”—they copy. And that could change everything for the tech industry.

#GAI #LLM #Gemini #Claude #ChatGPT

AI’s Memorization Crisis

What a Virtual Zebrafish Can Teach Us About Autonomous AI - Carnegie Mellon University

Jan 12, 2026 - The virtual zebrafish replicated animal-like brain activity and exhibited animal-like autonomy in a simulated environment.

#CMU #AI #ADSA member

What a Virtual Zebrafish Can Teach Us About Autonomous AI - Carnegie Mellon University

New video dataset to advance AI for health care

Jan 12, 2026 - Penn Engineering’s multimodal medical dataset, Observer, links video, audio, and transcripts to clinical data and electronic health records.

#UPenn #healthcare

New video dataset to advance AI for health care

AI at UC Irvine ICS: Making a Splash

Jan 9, 2025 - 2025 was a big year for artificial intelligence, and nowhere more so than at ICS.

Padhraic Smyth as the inaugural Hasso Plattner Endowed Chair in Artificial Intelligence

#UC Irvine #ADSA member #AI

AI at UC Irvine ICS: Making a Splash

HAIL Graduate Student Awardee Program | Responsible Data Science

Jan 12, 2026 - Building on the success of the RDS@Pitt Student Scholars Program for undergraduate students, the Hub for AI and Data Science Leadership (HAIL) is launching a graduate-level opportunity in the 2026 spring and summer semesters.

#University of Pittsburgh #graduate #funding #ADSA member

HAIL Graduate Student Awardee Program | Responsible Data Science

CES 2026: AI Humanoid Robots Can Now Do Housework (ft USF faculty)

Jan 6, 2026 - As humanoid robots move from demos to homes, CES 2026 raises urgent questions about who benefits, who loses, and how much control we’re willing to hand over

#University of South Florida #AI #robotics

CES 2026: AI Humanoid Robots Can Now Do Housework (ft USF faculty)

Yale Swallow Protocol study enhances dysphagia screening efficiency

Jan 7, 2026 - A newly published study in Sage Journals explored the effectiveness and refinement of the Yale Swallow Protocol for identifying dysphagia in high-risk hospitalized patients.

#Yale #health

Yale Swallow Protocol study enhances dysphagia screening efficiency

Princeton Engineering - New tool narrows the search for ideal material structures

Jan 6, 2026 - A new machine learning tool could speed the discovery of advanced materials for better battery chemistry, more efficient carbon capture and improved access to clean water.

#Princeton #machine learning #chemistry

Princeton Engineering - New tool narrows the search for ideal material structures

Questrade Financial Group | UBC Master of Data Science

Jan 12, 2026 - Questrade Financial Group worked with a group of UBC Master of Data Science Okanagan students to develop a system that provides timely, actionable insights by detecting these shifts weeks before significant declines.

#ADSA member #University of British Columbia #finance

Questrade Financial Group | UBC Master of Data Science

UUtah Faculty Fellow C. Thi Nguyen’s New Book ‘The Score’ Shines Light on How Data Often Misses What’s Most Important

Jan 13, 2026 - This poses problems for the growing cross-sector use of AI: machine-learning programs trained on that data are likely to inherit those constraints and limitations.

#University of Utah #adsa ne #dssg #machine learning #AI #bias

UUtah Faculty Fellow C. Thi Nguyen’s New Book ‘The Score’ Shines Light on How Data Often Misses What’s Most Important

UCSD | Farm-to-Table via Supercomputer

Jan 12, 2026 - Across California, researchers, farmers, technologists and universities are launching a bold vision for the future of farming: “precision agriculture,” an approach that uses advanced sensors, networking and artificial intelligence to help growers make more informed decisions.

#UC San Diego #ADSA member #environment

UCSD | Farm-to-Table via Supercomputer

How grocery stores use surveillance to track shoppers (ft UVA SDS faculty)

Jan 8, 2026 - Retailers want to know if you’ll pay more than the next person for the same goods and services. And they’ll use data on everything from your eye movements to your walk to find out.

#ADSA member #university of virginia #ethics

How grocery stores use surveillance to track shoppers (ft UVA SDS faculty)

3 Questions: How AI could optimize the power grid - MIT Schwarzman College of Computing

Jan 9, 2026 - It’s not all bad news — some AI tools have the potential to reduce some forms of energy consumption and enable cleaner grids.

#MIT #environment #AI

3 Questions: How AI could optimize the power grid - MIT Schwarzman College of Computing

The Path Forward: Penn Engineering 2030

Jan 13, 2026 - The cover story of the 2025-2026 issue of Penn Engineering magazine explores Penn Engineering 2030, the School’s new strategic plan, which charts a bold, collaborative path forward in this new era for higher education.

#UPenn #engineering #strategy

The Path Forward: Penn Engineering 2030

AI-driven weather forecasts for climate adaptation in India

Jan 8, 2026 - Advanced monsoon onset prediction with multi-week lead time via an artificial intelligence (AI) weather model helps smallholder farmers adapt to a changing climate.

#AI #environment

AI-driven weather forecasts for climate adaptation in India

‘I rarely get outside’: scientists ditch fieldwork in the age of AI

Jan 7, 2026 - In the race to embrace new technologies, some ecologists fear their field is losing touch with nature.

#UC Santa Barbara #ecology #AI #University of Cambridge #Ohio State University #ADSA member

‘I rarely get outside’: scientists ditch fieldwork in the age of AI

UVA Data Science Expands MSDS Residential Program with Four New Concentrations

Jan 7, 2025 - UVA Data Science announces four new MSDS concentrations — AI, Data Viz, Genomics and Sports Data Science — unlocking focused pathways to high-impact careers.

#university of virginia #AI #data viz #graduate #degree #ADSA member

UVA Data Science Expands MSDS Residential Program with Four New Concentrations

Pathways to Doctoral Degrees in Computing - 2025

Jan 12, 2026 - Consensus Study Report by NASEM

#NASEM #graduate #degree #computing #data #program management #higher ed

Pathways to Doctoral Degrees in Computing - 2025

CADS TXST AI Research Pathways: AI-Ready

Jan 12, 2025 - CADS, in collaboration with other university units, will co-lead a coordinated, scalable approach to AI research literacy; from introductory awareness to advanced methodological development.

#AI #AI literacy #Texas State University #ADSA member

CADS TXST AI Research Pathways: AI-Ready

AIs are biased toward some Indian castes — how can researchers fix this?

Jan 12, 2026 - Benchmarks reveal how artificial-intelligence systems reinforce discriminatory social hierarchies.

#University of Michigan-Ann Arbor #LLM #GAI #Indian Institute of Technology Madras #bais

AIs are biased toward some Indian castes — how can researchers fix this?

Maastricht - Nava Tintarev takes a leading role in national computer science platforms

Jan 5, 2025 - In her everyday work at DACS, Tintarev leads a research programme specialising in explainable and human-centred artificial intelligence.

#ADSA member #Maastricht University #AI

Maastricht - Nava Tintarev takes a leading role in national computer science platforms

UC Irvine Gene Tsudik Receives 2025 Humboldt Research Award

Dec 22, 2025- Gene Tsudik, UC Irvine Distinguished Professor of Computer Science and ICS alumnus, has been named a recipient of the 2025 Humboldt Research Award

#UC Irvine #ADSA member

UC Irvine Gene Tsudik Receives 2025 Humboldt Research Award