The brain’s first foundation models exist because some areas of neuroscience developed standards to help integrate data. AI can’t do that work for us.

The brain’s first foundation models exist because some areas of neuroscience developed standards to help integrate data. AI can’t do that work for us.

npj Mental Health Research - Fairness analysis of machine learning predictions of aggression in acute psychiatric care

Senscience has built an AI Data Steward which aims to turn raw data into intelligent, reusable products that accelerate insight.

Across every field of research, there’s a quiet paradox.

IntroductionMental health care is undermined by fragmented data collection, as incomplete datasets can compromise treatment efficacy and research. The BrainH...

IntroductionMental health care is undermined by fragmented data collection, as incomplete datasets can compromise treatment efficacy and research. The BrainH...

FAIR² Data Management Pilot Sign-Up

Science is accelerating, but papers go unread and data goes unused. A new kind of collaborator may change everything.

YouTube video by Senscience

YouTube video by Angel Borja

A Reflection on Living Knowledge, Data, and the Audience to Come

Shaped by researchers worldwide, FAIR² is evolving into a practical, community-driven standard for ethical and next-generation data sharing.

Designing data for discovery, trust, and real-world reuse—by scientists, for scientists

This dataset provides 28 years of environmental monitoring data (1995–2023) from 51 stations in the estuaries and coastal areas of the Basque Country in the ...

). However, synthesizing heterogeneous data from different ecosystem components in a monitoring network, coding all data preparation, and creating standard f...

The future of data is structured, governed, and AI-ready—insights from the UNECE Generative AI Workshop

When data is subjective, responsibility starts at measurement.

Responsible AI starts at measurement—because that’s where bias begins.

Personal reflections on preserving knowledge in a world shaped by impermanence.

Turning Principles into Practice for Reusable, Reproducible, AI-Ready Data

FAIR² goes beyond FAIR—turning principles into practice so data can be cited, reused, trusted, and sustained for science and AI.

Why sharing your data feels hard—and how FAIR² Data Management helps you actually do it.

Why FAIR² Data Articles are the next step for researchers with valuable data to share.

Giving Datasets the Credit—and Reach—They Deserve

Senscience's mission is to make research data AI-ready, aligned with Responsible AI principles, and structured for deep scientific reuse.

On Open Data Day 2025, Frontiers is launching the FAIR² (FAIR Squared™) Data Management Pilot, a first-of-its-kind peer-reviewed service that helps researchers

On Open Data Day 2025, Frontiers is launching the FAIR² (FAIR Squared™) Data Management Pilot, a first-of-its-kind peer-reviewed service that helps researchers

). However, synthesizing heterogeneous data from different ecosystem components in a monitoring network, coding all data preparation, and creating standard f...