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A scientist works with a neural network, representing research-grade artificial intelligence tools.
| 3 min read
AI tools can streamline research tasks, but they must be grounded in trusted data and keep scientists in the driver’s seat.

machine learning

Illustration showing a bacterial cell (top, left), DNA strand (top, middle), and antibody (top, right) being used as inputs into a visual representation of a neural network that has dark blue, light blue, and green nodes. There is a blue glass vial with a syringe at the bottom, representing a new vaccine as the output of the model. The background is black.

Vaccine Development Gets a Boost with AI

Scientists work with a robot, representing the AI tool Claude Science, to help them with their research.

Early Verdicts on Claude Science: Faster Workflows, But Gaps Remain

A picture of Kun Bu, a postdoctoral researcher at the University of South Florida.

Postdoc Portrait: Kun Bu Bridges AI and Statistics for Reliable Data Insights

A soccer player kicks a soccer ball with statistics that can help predict the outcome behind them.

AI and Humans Duel to Predict World Cup Outcomes

Headshot of postdoctoral researcher Anupam Ojha.

Postdoc Portrait: Anupam Ojha Investigates Protein Dynamics

Amino acids in a long chain are shown on a blue background, representing the expanded genetic code.

Genetic Code Expansion with Machine Learning Can Bridge the Lab to Market Gap

A picture of Mary Cundiff, a postdoctoral researcher at the University of Pittsburgh.

Postdoc Portrait: Mary Cundiff Maps Shared Disease Mechanisms

Abstract multi-omics data visualization of structured data points across genomic and proteomic modalities

Skip the Bioinformatics Queue for Clinico-Omics Datasets

DNAnexus
Graphs of data including bar charts and circular diagrams are shown against a dark blue background.

BEACON: How Benchmarking Combats the Reproducibility Crisis in Modern Science

Trending

A team of cartoon scientists studying a giant pancreas.

Prolonged GLP-1 Exposure Remodels Gene Expression in the Pancreas by Flipping a Molecular Switch

Image of a Diploptera punctata cockroach.

Cockroach Milk Proteins Churn Out an Ig Nobel Win

Photo of John Calhoun crouches within his rodent utopia-turned-dystopia

Universe 25 Experiment

A drawing of men and women holding boxes, resigning en mass from their jobs as editors.

Editors Mass Resign from Elsevier Journal After Editor-in-Chief Let Go

Multimedia

Essential Genes Are Dominantly Activated by Single Transcription Factors

Essential Genes Are Dominantly Activated by Single Transcription Factors

EpiCypher Logo
Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Alamar Biosciences logo
The Scientist Digest cover September 2026
September 2026

Multiplex Microscopy Becomes Easier with Encoded Antibodies

A new system that enables researchers to uniquely tag monoclonal antibodies for use in microscopy could help simplify complex imaging studies.

View this Issue
Essential Genes Are Dominantly Activated by Single Transcription Factors

Essential Genes Are Dominantly Activated by Single Transcription Factors

EpiCypher Logo
Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Rethinking ALS Biomarkers: From Discovery to Clinical Impact

Alamar Biosciences logo
Engineering CAR-Neutrophils In Vivo to Target Glioblastoma

Engineering CAR-Neutrophils In Vivo to Target Glioblastoma

Miltenyi
Best Practices for qPCR Assay Design and Optimization

Best Practices for qPCR Assay Design and Optimization

Bio-Rad

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Single cells in suspension

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Monod Bio Licenses AI-designed Protein Technologies to SignalChem Biotech for Custom Discovery Assays