Scope and terminology

Flintglade uses public-source research to mean collecting and analyzing information that is lawfully available to the public or intentionally published by its source. The term OSINT can refer to a much wider professional discipline. On this site it does not imply an intelligence agency, government role, private-investigation service, or authority to access non-public systems.

Public availability does not erase privacy, copyright, contractual, safety, or context concerns. The fact that a record can be found is not by itself a reason to aggregate, republish, or profile it. Flintglade research products focus on organizations, technologies, markets, published research, and public-interest datasets—not dossiers on private individuals.

Source hierarchy

The hierarchy is a default, not an automatic truth score. A source is chosen for its relationship to the claim:

  1. Original records and primary research. Statutes, regulations, filings, official datasets, standards, technical papers, repositories, and direct product documentation.
  2. First-party disclosures. A company can be authoritative about what it announced, documented, priced, or reported, while remaining an interested party.
  3. Independent expert and institutional analysis. Useful for interpretation, replication, and identifying disputes or missing context.
  4. High-quality secondary reporting. Useful when it shows its sourcing and clearly separates reporting from opinion.
  5. Practitioner and community material. Useful for discovering operational failures, edge cases, and hypotheses; labeled as anecdotal unless independently supported.

A secondary article should not replace an available primary record merely because it is easier to summarize. A first-party page should not be used to prove an independent performance or market-wide claim it cannot establish.

Claim-to-source matching

Each material statement is reduced to the smallest claim the evidence supports. The review checks subject, version, date, population, geography, measurement, and whether the source is describing observed fact, a forecast, or an author's interpretation. If a source supports only an announcement, the text says “announced”; if it reports a result under a specific evaluation, the setting stays attached.

Long paragraphs are not assigned a single citation when their sentences depend on different records. Direct quotations are used sparingly, with the speaker and context preserved. Flintglade favors paraphrase plus a direct link so readers can inspect the original without reproducing protected work unnecessarily.

Corroboration and disagreement

Consequential, surprising, disputed, or rapidly changing claims receive additional checks. Independent corroboration means a genuinely separate evidence path, not several articles repeating the same press release. When reliable sources conflict, the disagreement is reported with its cause where known—such as different dates, definitions, samples, or incentives—instead of forcing a false consensus.

Time, provenance, and transformations

  • Store or display the original publisher, title or dataset, direct URL, publication date, and access date where the system supports it.
  • Attach observation timestamps to values that can change and distinguish publication time from the period the data describes.
  • Label calculations, normalization, classification, and summaries as Flintglade transformations rather than source-provided facts.
  • Preserve version and benchmark setting when a system, dataset, or result can change without keeping the same meaning.
  • Mark stale, missing, preliminary, revised, or incomparable information rather than silently filling the gap.

Ethical and legal collection boundary

Flintglade collects only from sources the public is permitted to access. It does not obtain material through deception, confidential leaks, prohibited automation, or attempts to work around a source's published access conditions. Collection should use documented APIs, open datasets, syndication feeds, public export mechanisms, or respectful retrieval within published terms and technical limits.

Automation must retain provenance and a human-readable failure state. It should not convert a transient public mention into permanent individualized surveillance, expose sensitive personal details without a strong public-interest basis, or make high-impact claims from identity matches that have not been verified.

Not a license to republish

Publicly reachable does not mean public domain. Flintglade generally stores facts, metadata, short necessary excerpts, and links; it does not reproduce entire articles, datasets, images, or proprietary tables unless the license or permission allows it.

Corrections and confidence

Material errors are corrected promptly when identified. A correction changes inaccurate prior material; an update adds later information. Revision dates should not be refreshed for cosmetic edits. Confidence language reflects evidence quality and agreement, but does not disguise a prediction as a fact.

Reference standards

This is a Flintglade operating method, informed by public guidance rather than certified by it.

Published 13 July 2026 · Last materially reviewed 13 July 2026 · Corrections: support@flintglade.com