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Practical guidance for literature discovery, source selection, PDF reading, evidence comparison, responsible AI-assisted drafting, and common problems.

22 answers

Help topic

Research workflow

From a focused question to a traceable research brief.

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What is Byleron Research?

Byleron Research is an academic research workspace for discovering literature, selecting useful sources, comparing evidence, and developing a cited research brief. It supports research preparation and synthesis; the researcher remains responsible for the question, selections, interpretation, and final claims.

What to do

  1. Write a focused research problem or question.
  2. Choose a discovery mode and review the returned sources.
  3. Keep, compare, and write from evidence you have checked.
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Which research mode should I choose?

Use Quick for a fast, bounded starting set; Semantic when the wording of a question needs broader conceptual matching; Deep when you need to examine and compare a larger source set; and Chat with Research when you want to ask follow-up questions about the sources already selected for the current research record.

What to do

  1. Start with the smallest mode that can answer your immediate question.
  2. Use Deep when you need to compare a wider body of work.
  3. Use Chat with Research only after reviewing the selected evidence base.
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What is saved in a research record?

A research record keeps the question, search activity, selected sources, evidence, comparisons, and generated writing together. This makes it easier to return to a line of reasoning and inspect which materials informed a draft.

What to do

  1. Give the record a recognisable research-focused name.
  2. Review selected sources before relying on a generated synthesis.
  3. Keep notes about inclusion, exclusion, and scope decisions.
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Help topic

Sources and PDFs

Select readable, relevant material and preserve its context.

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How should I select sources?

Select sources because they are relevant to the research question, credible for the purpose, and sufficiently described to evaluate—not merely because they agree with an expected conclusion. Keep material that complicates or limits an emerging account when it matters.

What to do

  1. Check title, authorship, year, abstract, source type, and relevance.
  2. Record why central, contrasting, or excluded sources matter.
  3. Read important full texts before making high-stakes claims.
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How does the PDF library work?

The PDF library stores research PDFs connected to your record. Text is extracted directly in your browser from the PDF's own text layer so it can be searched and discussed in context. Capacity is measured by documents, file size, and extracted text characters according to your plan.

What to do

  1. Upload only material you have the right to use.
  2. Check extracted text against the visible PDF before quoting it.
  3. Use the original PDF when formatting, tables, or page layout affect meaning.
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Why was my PDF rejected, or why is its text incomplete?

The workspace reads the selectable text layer already inside a PDF; it does not perform OCR on scanned pages or images. A PDF with no text layer at all will be rejected outright. A PDF with unusual fonts, complex columns, or mixed image-and-text pages may upload but extract only part of its content.

What to do

  1. Open the original PDF and compare a short passage.
  2. Try a clearer or publisher-provided version when available.
  3. Do not rely on extraction alone for a quotation you intend to publish.
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How do I save a paper without uploading a PDF?

Use the bookmark icon on a source card in "Sources used" or on a paper's Paper Details page to save it to your library. A saved paper keeps its title, authors, and abstract, and becomes searchable in Chat with Research and future searches the same way an uploaded PDF is — without using your PDF library storage.

What to do

  1. Click the bookmark icon on any source card or on Paper Details to save it.
  2. Find saved papers in the "Saved Papers" folder inside your PDF library.
  3. Click the bookmark again to remove a paper from your saved library.
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Help topic

Paper Search and Citation Map

Find individual studies, then examine the citation relationships around the papers that matter.

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What is Paper Search and who can use it?

Paper Search is a signed-in research tool for finding scholarly papers by phrase, keyword, or title. Its results use the same paper cards as the rest of the workspace, so you can inspect metadata, open Paper Details, save a paper, or explore its citation map without changing the source record.

What to do

  1. Sign in, then open Paper Search from the workspace navigation.
  2. Enter a phrase, keyword, or a paper title and run the search.
  3. Screen title, authors, venue, year, citation count, and abstract before saving or opening a paper.
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What is Citation Map for?

Citation Map helps you inspect how selected papers connect through citations. It is most useful after you have identified one or more relevant papers and want to see the studies they cite, the later studies that cite them, and the shape of a local research conversation.

What to do

  1. Search for papers in Citation Map or use Explore Graph from a paper card.
  2. Add up to five relevant papers as seeds and generate the map.
  3. Open Paper Details before treating a connection as evidence of agreement, quality, or relevance.
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What do Foundations and Influence show?

Foundations shows the older papers cited by the selected target paper: the work it draws on. Influence shows newer papers that cite the target paper: the work that has taken it up. The target remains the anchor while you switch direction.

What to do

  1. Click a paper in the map to make it the target.
  2. Choose Foundations to inspect its reference connections.
  3. Choose Influence to inspect its citing connections, then verify the relationship in the individual records.
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How do map density and Map Ask allowances work?

Low density maps a smaller set of connections; Medium and High expand the network around the same selected papers. Free members can use Low density and can see the Map Ask entry point, while Student and Academic members can use all density levels and receive separate monthly Map Ask allowances for Low, Medium, and High.

What to do

  1. Use Low first to orient yourself around a paper.
  2. Use Medium or High only when a broader network is needed and your plan includes it.
  3. Check Account settings and usage to see remaining Map Ask allowance by density.
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When should I use Paper Search instead of Citation Map?

Use Paper Search when you need candidate papers for a topic or want to screen individual studies. Use Citation Map when you already have a useful paper and need context: its foundations, its later influence, and the nearby work connected to it. The tools support different stages of the same literature workflow.

What to do

  1. Start with Paper Search when the field or terminology is still unfamiliar.
  2. Open a graph from a central or promising paper once you need relationship context.
  3. Return to Paper Details and full texts for any paper you may rely on.
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Help topic

Comparison and writing

Move from selected sources to a reviewable, cited synthesis.

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What does Deep do?

Deep organises a larger selected source set into a comparative research view. It can help identify recurring positions, differences, evidence gaps, and limitations, but it does not establish a systematic review or meta-analysis unless you design and document those methods separately.

What to do

  1. Set a clear scope and eligibility logic before interpreting patterns.
  2. Review which sources and passages support each comparison.
  3. Separate reported findings from your own interpretation.
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How is Craft different from writing within a research result?

Writing within a research result develops a response to the current question and its selected sources. Craft is a separate writing space for combining selected, reviewed research results and their sources into a planned draft, such as a literature section, overview, or research-oriented explanation.

What to do

  1. Use the research result to inspect and refine one question at a time.
  2. Open Craft when you are ready to combine reviewed results into a longer draft.
  3. Verify the evidence and citations before retaining any generated wording.
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How does Craft work?

Craft is the writing area of Byleron Research. It opens separately from the research screen so you can choose selected research steps and their reviewed sources as the basis for a structured draft. Craft does not search for new literature or make an unreviewed source selection on your behalf.

What to do

  1. Open Craft after you have reviewed the relevant research results.
  2. Select only the steps whose evidence belongs in the draft.
  3. Choose the writing purpose, style, and format, then verify the completed draft against its cited sources.
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How should I use citations and generated claims?

Use citations to guide verification, then check the cited source itself. A citation does not automatically prove that a sentence accurately represents a study’s design, sample, result, or limitation. Ensure that wording, scope, and strength of claim match the original material.

What to do

  1. Open the cited source or record before reusing the claim.
  2. Check publication details in your reference manager or publisher record.
  3. Qualify claims when evidence is indirect, limited, or inconsistent.
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Help topic

Plans and monthly allowances

Understand access before beginning a larger research task.

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What counts toward a monthly allowance?

Allowances are tracked separately for research actions such as Quick, Pro, Deep, Chat with Research, Craft, Map Ask, and the PDF library. Map Ask has separate allowances for Low, Medium, and High density because it reads the abstracts attached to a citation map rather than using the ordinary Research Chat workflow. An allowance is used only when the related action begins successfully; your available plan determines the monthly maximum.

What to do

  1. Check the allowance summary before starting a large task.
  2. Use Quick to narrow a topic before starting a broader review.
  3. Upgrade only when the current research workload genuinely requires it.
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What should I do when I reach a limit?

Your existing research records remain available. You can wait for the next monthly reset, narrow the task, or choose a plan with more capacity. Do not repeatedly submit the same request after a limit notice; that will not increase the allowance.

What to do

  1. Save the research question and selected evidence.
  2. Check the reset information in Account settings and usage.
  3. Compare plans if you need more capacity now.
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Where can I manage my plan or request help with billing?

Membership pages manage plan selection and billing. Use Contact support for account access, cancellation, downgrade, refund, or institution enquiries. Explain the request without sending payment-card details in a message.

What to do

  1. Open Membership Levels to compare available plans.
  2. Use Contact support for account or billing concerns.
  3. Keep your account email and request summary available.
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Help topic

Troubleshooting and responsible use

Practical checks before contacting support.

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Why did my search return few or unsuitable sources?

A question may be too broad, too narrow, highly local, newly emerging, or expressed with terms that differ from the literature. Start by clarifying the population, concept, setting, and outcome or phenomenon of interest, then try alternative scholarly terms.

What to do

  1. Replace broad phrases with a specific research concept.
  2. Try synonyms, spelling variants, and related disciplinary terms.
  3. Use a broader discovery run before judging the available evidence.
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How should I review AI-assisted output?

Check the research scope, every citation, the wording of each claim, and the treatment of disagreement or uncertainty. AI features can help organise and draft, but they should not decide relevance, invent evidence, or make methodological claims for you.

What to do

  1. Read the cited source passage for important claims.
  2. Remove unsupported, overconfident, or context-free wording.
  3. Add your method, rationale, and limitations before publication.
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What should I include in a support request?

Describe the action, what you expected, what occurred, and any visible message. Include browser and device details, the research mode, and a screenshot only after removing confidential information. Support normally replies within 10 business days.

What to do

  1. Copy the exact visible error when available.
  2. State whether the issue affects one record or all records.
  3. Remove participant data, credentials, and copyrighted files from attachments.
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Support

Still need help?

Tell us what you were trying to research, the mode you selected, what you expected, and what happened instead. Include the exact error, browser, source type and approximate file size, and a screenshot only when it does not expose confidential research material.

Never send passwords, API keys, payment details, participant identifiers, or confidential source files in an ordinary email.

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