By Allbio.AI TeamUpdated 23 Sep 2026
What is an LLM? A primer for life science teams
A jargon-free explainer for scientists and operators: what large language models actually do, where they help, where they fail, and how to think about them.
Tutorials
Practical AI for life science teams.
Step-by-step guides on prompting, workflows, and integrations — written by us or contributed by the community. Click any tutorial to read the full walkthrough. You can also submit your own or a link to a useful one.
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By Allbio.AI TeamUpdated 23 Sep 2026
Choosing the right AI tool: ChatGPT, Claude, Copilot, or Gemini
A no-hype comparison of the four AI assistants most bio teams end up using — with a simple decision tree for picking the right one for each job.
By Allbio.AI TeamUpdated 25 Sep 2026
Your first ChatGPT prompt for lab and office work
A copy-paste starter prompt template that works for scientists, ops, and program managers — plus the small tweaks that make it dramatically better.
By Allbio.AI TeamUpdated 23 Sep 2026
GitHub Copilot for bioinformatics scripts
Speed up Python and R scripts for sequence handling, file parsing, and API calls without sacrificing review.
By Allbio.AI TeamUpdated 23 Sep 2026
Competitive intelligence and fact-checking with Claude
A biopharma-flavored workflow for using Claude to build competitor pipeline briefs from public sources — and to fact-check claims your team already wrote.
By Allbio.AI TeamUpdated 23 Sep 2026
Cell counting and segmentation with ImageJ + ML
Combine classic ImageJ pipelines with modern segmentation models for reproducible microscopy quantification.
By Allbio.AI TeamUpdated 23 Sep 2026
Deep literature reviews with ChatGPT for life-science teams
A repeatable workflow for turning 20+ PDFs into a well-sourced literature review using ChatGPT (Team/Enterprise), with prompts, guardrails, and citation checks.
By Allbio.AI TeamUpdated 23 Sep 2026
Organizing and checking assay data with Copilot in Excel
A practical walkthrough for using Microsoft 365 Copilot inside Excel to organize plate-reader exports, flag outliers, and generate a data-check summary — no Python required.
By Allbio.AI TeamUpdated 23 Sep 2026
AI-assisted RNA-seq analysis with Bioconductor
Map a count matrix to interpretable results using DESeq2, clusterProfiler, and LLM-powered annotation helpers.
By Allbio.AI TeamUpdated 23 Sep 2026
Extracting biomedical entities from PDFs with Claude
A code-free alternative to SciSpaCy for teams that need to pull genes, drugs, doses, and adverse events out of a stack of PDFs — using Claude with a strict schema.
By Allbio.AI TeamUpdated 23 Sep 2026
Modelling EGFR bioactivity with ChEMBL and simple ML
Build a lightweight bioactivity classifier from public ChEMBL data and interpret the results — an educational example, not a drug-likeness or ADMET prediction.
By Allbio.AI TeamUpdated 23 Sep 2026
Prompting ChatGPT for high-quality scientific paper summaries
A pattern for extracting reliable, structured summaries of research articles using role, format, and grounding constraints.
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