Align toIdentifyPublic Research Data

Driving high-quality AI ready Engineering Biology datasets

Predicting Quantitative MIC from Whole Genome Sequencing

Predicting permeability and efflux of antibiotic compounds

Predicting treatment-emergent antimicrobial resistance at the patient level in LMICs

Data to Dose: AI-Guided Validation of Paediatric Antibiotic Regimens and Their Link to Efficacy and Toxicity

Closing the Antibiotic Discovery Gap: AI-Enabled Mechanistic Toxicity Prediction

Roadmapping the Future of AI-Enabled AMR Research: A Landscape of Community Priorities

Unified sampling framework and experimental benchmarking of sequence- and structure-based protein models

Functional Profiling of Thousands of Sequence-Diverse Protease Homologs with GROQ-seq

Development & Assessment of Assays Capable of Data Generation for Training and Benchmarking Models for PET Hydrolase Engineering

GROQ-seq Datasets Across Transcription Factors (LacI, RamR, VanR), T7 RNA Polymerase and TEV Protease

Technical Bulletin for GROQ-seq TEV Protease Function Assay

Technical Bulletin for GROQ-seq T7 RNA Polymerase Function Assay

GROQ-seq Enables Cross-site Reproducibility for High-Throughput Measurement of Protein Function

Feasibility Study: Soluble Protein Expression Measured by HiBiT in E. coli and P. pastoris

Technical Bulletin for GROQ-seq Transcription Factor Function Assay

AI for AMR Report

A Low-Cost and Scalable pH Assay for Microplate-based Growth Experiments

Phenotyping uncharacterized microbial genes with a large-scale bacterial functional genomics dataset

AI Models Face Real-World Test: Global Contest to Design Plastic-Eating Enzymes

Scaling and Data Saturation in Protein Language Models

Align Announces New Collaboration with ATCC to Bring AI-Ready Microbial Datasets to Life

Results of the Protein Engineering Tournament: An Open Science Benchmark for Protein Modeling and Design

GROQ-seq Technical Status Report – January 2025

GROQ-seq Platform Expansion: Design of growth-coupled measurements of Dihydrofolate Reductase in vivo Biochemistry

GROQ-seq Platform Expansion: Design of growth-coupled measurements of T7 RNA Polymerase

How the past is shaping the future of life science: the influence of automation and AI on biology

Genotype to Phenotype: Design of an Extensible Experimental Platform for Characterizing Microbes

Design of growth-coupled measurements of single-chain antibody fragment function

Can protein expression be “solved”?

AI has dreamt up a blizzard of new proteins. Do any of them actually work?

Designing Experiments for Automated Labs

‘Align to Innovate’ benchmark: state-of-the-art enzyme engineering with fully-automated GenAI

How the past is shaping the future of life science: the convergence of biology, automation, and AI

Design of growth-coupled measurements of histidine kinase function

Generating Open-Source AI-Ready Protein Expression Datasets With Ginkgo Datapoints

Open-source methods for DNA manipulation in a cloud lab

Design of growth-coupled measurements of orthogonal aminoacyl-tRNA synthetase function

Open Datasets Initiative’s 2024 Microbes Ideation Workshop Report

Results of the Protein Engineering Tournament:

An Open Science Benchmark for Protein Modeling and Design

The Protein Engineering Tournament: Community Webinar

The Protein Engineering Tournament (ICLR 2024)

Newsletter Q2 2024

Got data?

How Cloud Labs and Remote Research Shape Science

Design of a generalized platform for gathering protein sequence → function datasets at scale

Design of growth-coupled measurements of protease function

Design of growth-coupled measurements of transcription factor function

Five questions with Erika DeBenedictis

Newsletter Q1 2024

Virtual Laboratories for Remote Benchwork and Breakthroughs

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

What Can Biology Learn from Physics

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology

The Protein Engineering Tournament: An Open Science Benchmark for Protein Modeling and Design

Newsletter Q3 2023

Newsletter Q2 2023

Support academic access to automated cloud labs to improve reproducibility

Newsletter Q1 2023

Three Bioautomation Partners Appointed

2022 Cohort Announced

Automation is coming to life science