Editorial Standards

How BioAstrocode builds credible stories

We write at the intersection of biology and computing — which means hype is everywhere. These standards keep our reporting grounded.

Source tiers

🥇 Primary

Research papers, NASA, universities, ClinicalTrials.gov, NIH, peer-reviewed journals

Examples: Nature, PubMed, Stanford Medicine, FDA databases

🥈 Industry

Company technical blogs, official trial announcements, product documentation

Examples: DeepMind, NVIDIA, Synchron, Neuralink trial registries

Company claims are balanced with independent sources.

🥉 Trusted media

Established reporting for context and framing

Examples: WIRED, MIT Technology Review, Reuters, TechCrunch (for regulatory caveats)

Media sources support narrative — they do not replace primary evidence.

Core standards

No unsourced claims

Statistics, trial outcomes, and performance numbers link to a primary document or trusted report.

Label uncertainty

Preprints, early feasibility studies, and breakthrough designations are described with their regulatory meaning — not as finished products.

Separate hype from evidence

Promotional language from companies is quoted or paraphrased with independent context.

Licensed visuals only

Cover photos come from Pexels or Unsplash (free commercial use) — generic scenes with no logos or branded devices. We do not use copyrighted press images or reproduce journal figures without permission. Photo credits appear on article pages.

Timeless framing

Articles explain what is established, what is investigational, and what is not — without forward-looking timelines or dates that go stale. Sources carry the evidence; the prose stays readable long after publication.

Corrections welcome

Factual errors are corrected publicly with a note at the bottom of the article.

Launch article research briefs

Our first 10 articles — with angles, outlines, and starter source lists. Brief #1 and #2 are published. The remaining eight are in active research.

Launch #1

Brain–Computer Interfaces Beyond Science Fiction

Read published article

Angle: Separate clinical BCI (speech, paralysis) from consumer EEG headsets. Lead with FDA-track trials and peer-reviewed results.

Outline

· Hook: Stanford Nature study — 62 words per minute speech decoding
· Three tiers: endovascular, intracortical surgical, non-invasive consumer
· Synchron COMMAND safety data and INTENT trial path
· Neuralink PRIME study scope and Blindsight breakthrough designation caveats
· Limitations: vocabulary, surgery risk, long timelines to approval
· What can go wrong — and what journalists should stress

Starter sources

Launch #2

Why Bio + Computing Is the Next Computing Revolution

Read published article

Angle: Frame biology as programmable infrastructure — proteins, genes, cells as information systems.

Outline

· Silicon scaling limits and data explosion in life sciences
· AlphaFold and protein structure as inflection point
· Synthetic biology / genetic circuits
· Biological data modalities (genomics, proteomics, spatial omics)
· Implications for medicine, materials, climate
· Risks: hype, reproducibility, dual-use

Starter sources

Launch #3

Biotechnology in Space: Preparing Humans for Mars

Angle: ISS experiments and NASA HRP as anchor — closed-loop life support.

Outline

· Mars mission biological constraints (radiation, food, microbiome)
· NASA Human Research Program priorities
· ISS National Lab biotechnology experiments
· ESA MELiSSA / closed-loop systems
· Translational lessons for Earth agriculture

Starter sources

Launch #4

The Future of AI-Powered Human Performance

Angle: Separate validated biomarkers from wellness marketing.

Outline

· Wearables → longitudinal datasets
· ML for load, recovery, sleep, HRV
· N-of-1 and athlete case studies with published validation
· Limits of prediction and overfitting
· Privacy and employer/insurer angles

Starter sources

Launch #5

The Rise of Open Science

Angle: Practical open science: preprints, OSF, NIH data sharing mandates.

Outline

· Reproducibility crisis context (cited reviews)
· Preprints in biology — bioRxiv/medRxiv
· Open data standards and FAIR principles
· NIH data sharing policy
· Federated learning for sensitive health data

Starter sources

Launch #6

Digital Twins for Human Health

Angle: Regulatory and clinical pathway focus — in-silico medicine.

Outline

· Define digital twin in clinical context
· FDA discussion of computational modeling
· Oncology / cardiology use cases with papers
· Hospital adoption and liability
· Gap between engineering twins and clinical proof

Starter sources

Launch #7

What Humanoid Robots Mean for Healthcare

Angle: Labor shortage and assistive tasks — not robot doctors.

Outline

· Healthcare workforce context (cited stats)
· Task categories: logistics, companionship, rehab assistance
· Figure, Boston Dynamics, 1X — what is demonstrated vs. claimed
· Regulatory and safety bar in clinical settings
· Realistic deployment constraints

Starter sources

Launch #8

How Neuroscience Is Changing Athletic Training

Angle: Motor learning and neuroplasticity with evidence tiers clearly labeled.

Outline

· Motor learning basics (primary literature)
· Neurofeedback and EEG tools in sport
· Sleep, cognition, and performance links
· Placebo, small-n studies, replication issues
· Practical protocols with evidence labels

Starter sources

Launch #9

Can AI Help Solve Sustainability Challenges?

Angle: AI as accelerator with energy cost and limits stated upfront.

Outline

· IPCC framing for stakes
· Climate modeling / earth system ML
· Biodiversity monitoring with computer vision
· Protein design for materials and enzymes
· Energy footprint of large models — honest section

Starter sources

Launch #10

Future Cities: Where Biology Meets Computing

Angle: Urban microbiome, bio-materials, environmental sensing.

Outline

· Urban health and microbiome research
· Bio-based building materials (primary papers)
· Distributed environmental biosensors + edge AI
· Policy and equity in smart-city deployments
· Speculative section clearly labeled

Starter sources