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Ai In Science

All articles tagged with #ai in science

Fix the incentives to curb AI-driven fraud in scientific publishing
science-policy1 month ago

Fix the incentives to curb AI-driven fraud in scientific publishing

Generative AI accelerates the publish-or-perish pressure by enabling rapid fabrication of papers, with detectors often lagging behind increasingly convincing AI-made content. While disclosure norms and screening tools help, experts say the core fix is systemic: reward quality over quantity, adopt data attestations and provenance standards, and align funders, institutions, and publishers to slow AI-enabled fraud. Detection buys time, but meaningful reform requires changing the incentives that drive researchers to publish large volumes.

AI diffusion model maps multiple synthesis routes to speed up materials discovery
technology6 months ago

AI diffusion model maps multiple synthesis routes to speed up materials discovery

MIT researchers trained a diffusion-based AI, DiffSyn, on 23,000 material-synthesis recipes to map a target structure to multiple viable synthesis routes, enabling rapid exploration of temperatures, times, and precursor ratios. In tests with zeolites, DiffSyn suggested promising pathways and helped synthesize a new zeolite with improved thermal stability, reducing trial‑and‑error to a rapid initial search. This one‑to‑many approach better matches experimental reality and could extend to other materials, though high‑quality data remain a bottleneck; future work includes autonomous experiments and broader material classes.

AI and Biology: Pioneering the Future of Scientific Innovation
science-and-technology1 year ago

AI and Biology: Pioneering the Future of Scientific Innovation

AI is significantly advancing scientific research by enabling breakthroughs in protein structure prediction, brain mapping, materials science, climate forecasting, and fundamental physics, while also paving the way for autonomous laboratories and AI-driven hypothesis generation, despite some challenges in interpretability and understanding.

"2024: The Year of AI's Impact on Tech, Industries, and Customer Use Cases"
artificial-intelligence2 years ago

"2024: The Year of AI's Impact on Tech, Industries, and Customer Use Cases"

In 2024, three major AI trends to watch include the rise of small language models (SLMs) that are more accessible and powerful, the development of multimodal AI that can process various data types, and the increasing use of AI in scientific research to address global challenges such as climate change, energy crises, and diseases. These trends are expected to make AI more integrated into everyday technologies and help solve some of the world’s most pressing problems.