Aviculture Atlas
A Field Reference

Last updated: March 2026

Editorial Policy

Aviculture Atlas publishes accurate, evidence-based guidance on aviculture — keeping, feeding, housing, and breeding companion and aviary birds, from budgies and cockatiels to parrots, finches, softbills, and pigeons. This page explains how we research, draft, fact-check, and revise that material, and where artificial intelligence fits inside the process.

Our Mission

We exist to give bird keepers a calmer, better-sourced place to think through the decisions that affect a bird's health and welfare — diet and nutrition, cage and aviary setup, enrichment, behavior, and the warning signs that mean it's time to call a vet. Good information is hard to find in this hobby. Folklore, outdated care sheets, and confident forum posts crowd out the evidence. We try to do the unglamorous work instead: reading the avian veterinary literature, comparing husbandry guidance across credible sources, and deferring to specialists when a question is clinical.

AI-Assisted Research Process

We use artificial intelligence tools (including large language models such as Claude by Anthropic) as part of our editorial workflow. Here is how AI fits into our process and where human judgment takes over:

What AI Does

  • Initial research and summarization: AI helps us surface relevant avian veterinary studies, summarize findings, and organize dense husbandry and nutrition literature into readable formats.
  • Draft generation: AI produces initial drafts based on source material, which serve as a starting point for our editorial team.
  • Data organization: AI assists in comparing care recommendations across sources, structuring species-by-species data, and identifying where guidance conflicts.
  • Fact-checking support: AI cross-references claims against published studies and reputable guidance and flags potential inconsistencies for a human editor.

What Humans Do

  • Editorial review: Every article is reviewed by a human editor for accuracy and clarity before publication.
  • Source verification: Human editors verify that cited studies and guidance exist, are accurately represented, and come from reputable avian or exotic-animal sources.
  • Husbandry nuance: Human reviewers assess whether content appropriately communicates risk, species differences, and the limits of available evidence — and flags where a bird should be seen by a vet.
  • Editorial judgment: Decisions about what to cover, how to frame topics, and editorial priorities are made by humans.
  • Final approval: No content is published without human sign-off.

Content Standards

Evidence-Based Approach

We prioritize evidence from the following sources, in order of reliability:

  1. Peer-reviewed avian and exotic-animal veterinary literature (e.g., Journal of Avian Medicine and Surgery, Journal of Exotic Pet Medicine, Journal of the American Veterinary Medical Association)
  2. Veterinary and zoological reference texts on avian medicine, nutrition, and aviculture
  3. Guidance from established bodies such as the Association of Avian Veterinarians (AAV), the American Board of Veterinary Practitioners (ABVP-Avian), and accredited zoo and avicultural organizations
  4. Documented breeder and keeper expertise from experienced, named aviculturists, where it supplements — not replaces — the evidence
  5. Expert commentary from credentialed avian or exotic veterinarians and qualified animal-care professionals

We clearly distinguish between strong veterinary evidence and preliminary, anecdotal, or hobbyist findings. When evidence is limited or conflicting — as it often is in aviculture — we say so explicitly.

Source Citation

We cite our sources within articles and link to original studies, veterinary guidance, and other primary sources whenever possible. When referencing research, we include enough detail (journal, year, and identifiers where available) for readers to verify the work independently.

Accuracy and Completeness

  • We report both the benefits and the risks of any husbandry, diet, or care practice we describe.
  • We include relevant species differences, contraindications, and limitations of the available evidence.
  • We do not cherry-pick sources to support a predetermined conclusion.
  • When studies or care recommendations have significant limitations, we disclose them.
  • We distinguish between well-established veterinary consensus and practices that are traditional, regional, or unproven.

Corrections Policy

We take errors seriously. When we identify or are alerted to factual errors in our content, we follow this process:

  • Minor corrections (typos, formatting, non-material clarifications) are made directly to the article without a correction notice.
  • Material corrections (factual errors, misattributed data, significant omissions) are accompanied by a visible correction notice at the top of the article stating what was changed and when.
  • Retractions: In the rare event that an article is found to contain fundamental errors that cannot be corrected, we will retract the article and publish a notice explaining why.

To report an error, please email us at editorial@avicultureatlas.com with the article URL and a description of the issue. We review all corrections submissions and respond within five business days.

Independence from Advertisers

Our editorial content is independent of our business relationships. Specifically:

  • Affiliate partners and advertisers have no input into our editorial content, ratings, or recommendations.
  • We do not accept payment in exchange for favorable coverage.
  • Our editorial team is not compensated based on affiliate revenue or advertising performance.
  • We cover products and topics for which we have no commercial relationship when they are relevant to our readers.
  • If a potential conflict of interest exists, we disclose it within the article.

Content Updates

Avian veterinary medicine and husbandry guidance evolve. We periodically review and update our published content to ensure it reflects the current evidence. Articles display a "last updated" date so readers know when the content was most recently reviewed.

Key triggers for content updates include:

  • New research on avian nutrition, disease, behavior, or breeding
  • Updated guidance from avian veterinary or avicultural organizations
  • Recalls or safety alerts affecting bird foods, supplements, or cage products
  • Reader feedback identifying outdated or inaccurate information

What We Are Not

Aviculture Atlas is not a veterinary practice, medical provider, or licensed healthcare entity. Our content is informational and should never replace a consultation with a qualified veterinarian. We do not diagnose or treat birds. If your bird is sick, injured, or behaving abnormally, consult an avian or exotic veterinarian. See our Terms of Service for our full disclaimer.

Contact Our Editorial Team

We welcome feedback, correction reports, and questions about our editorial process. Reach us at editorial@avicultureatlas.com.