Purpose and Scope
IndraStra.com recognises that artificial intelligence (AI) technologies can support digital journalism, research, editorial production, data analysis, visual communication, and the dissemination of knowledge. When used responsibly, these technologies can improve efficiency, support the interpretation of complex information, assist with language refinement, and expand the accessibility of published material.
However, AI systems can also generate inaccurate information, fabricate sources, reproduce existing biases, obscure authorship, create misleading imagery, and produce material that infringes intellectual property rights.
This Artificial Intelligence (AI) Policy establishes the principles, standards, and procedures governing the use of AI technologies in the production, editing, verification, publication, distribution, and maintenance of content on IndraStra.com.
The policy is designed to ensure that AI remains a supporting instrument in the publishing process rather than an independent authority over editorial judgement.
It applies to:
News reports, news analysis, and explanatory journalism.
Editorials, opinion articles, and commentaries.
Research-based articles, policy analysis, and long-form features.
Interviews, profiles, and biographical content.
Data-driven journalism, statistical analysis, charts, tables, and maps.
Photographs, illustrations, cover images, infographics, and other visual assets.
Audio, video, multimedia, and interactive content.
Headlines, summaries, captions, metadata, and search-engine optimisation (SEO) descriptions.
Social media posts, newsletters, promotional material, and audience communications.
Translations, transcriptions, and accessibility-related adaptations.
Corrections, updates, archival maintenance, and other post-publication activities.
This policy applies to employees, editors, contributors, freelance writers, researchers, contractors, and other individuals producing or modifying material for IndraStra.com.
Where an external agency, contributor, or third-party service uses AI to produce material intended for publication, the relevant provisions of this policy remain applicable.
Core Principles
IndraStra.com's use of AI is governed by the following principles.
Human Editorial Accountability
Editorial responsibility remains with the human author, assigning editor, or designated editorial authority.
AI systems cannot independently assume responsibility for the accuracy, fairness, legality, or integrity of published content.
Every article must have an identifiable human individual who is accountable for its substantive claims and compliance with applicable editorial standards. Where an article is published under an editorial collective, the designated editorial authority remains responsible for its publication.
The use of AI does not transfer or diminish that responsibility.
Accuracy and Verifiability
AI-generated information must not be presumed accurate merely because it is presented confidently, fluently, or in a professional format.
Factual claims, statistics, quotations, citations, dates, names, and other material assertions must be checked against reliable evidence appropriate to the subject.
Where a claim cannot be independently verified, it must be qualified, omitted, or explicitly identified as uncertain.
Transparency
IndraStra.com supports meaningful transparency concerning AI use.
Readers should be informed when AI has played a substantial role in producing content, creating documentary-looking imagery, or generating other material in circumstances where that information is relevant to understanding the published work.
Disclosure requirements must be proportionate to the nature and significance of the AI contribution.
Routine spelling corrections, grammar assistance, and minor stylistic improvements do not ordinarily require public disclosure.
Editorial Independence
AI tools must not determine editorial positions, introduce undisclosed commercial influence, or replace independent editorial judgement.
Editorial decisions must be based on the publication's standards, available evidence, public-interest considerations, and the legitimate objectives of the assigned work.
AI recommendations must not be treated as substitutes for editorial deliberation.
Fairness and Non-Deception
AI must not be used to manufacture evidence, create fabricated quotations attributed to real individuals, impersonate sources, or present invented events as established facts.
Content must not mislead readers about an author's identity, the authenticity of a photograph, the provenance of a document, or the existence of supporting research.
Privacy and Intellectual Property
AI use must respect applicable privacy requirements, confidentiality obligations, contractual restrictions, and intellectual property rights.
Sensitive personal information, confidential sources, unpublished manuscripts, and restricted documents must not be submitted to external AI systems without appropriate authorisation and safeguards.
Proportionality
The level of verification and disclosure must reflect the risk associated with the content.
An AI-assisted grammar correction presents a different risk from an AI-generated financial analysis, a synthetic photograph of a political leader, or a machine-generated allegation concerning a named individual.
Higher-risk material requires more extensive human scrutiny.
Permitted Uses of Artificial Intelligence
IndraStra.com permits the responsible use of AI tools to support editorial, research, technical, and publishing activities, subject to this policy.
Research Assistance
AI may be used to:
Identify potentially relevant research questions, themes, and analytical frameworks.
Suggest search terms, keywords, and possible sources for further investigation.
Summarise documents for preliminary internal review.
Organise information extracted from multiple documents.
Identify apparent inconsistencies in a draft or source collection.
Generate preliminary outlines and research checklists.
Assist with the classification and organisation of research notes.
Suggest additional perspectives or questions for further investigation.
AI-generated research suggestions must be treated as leads rather than established evidence.
The author must consult the underlying sources before relying on material claims in a published article.
An AI-generated bibliography must not be published without verification of the existence, authorship, title, date, and relevance of the cited works.
Drafting and Editorial Development
AI may assist with:
Developing preliminary outlines and article structures.
Improving grammar, spelling, punctuation, and readability.
Reorganising material for logical consistency.
Identifying unnecessary repetition and unclear passages.
Suggesting alternative headlines and subheadings.
Improving transitions and paragraph structure.
Producing preliminary summaries, abstracts, and introductions.
Adapting verified information for different audiences.
Identifying unsupported assertions that require further investigation.
AI-assisted drafts must undergo human editorial review before publication.
Editors must evaluate whether the resulting material accurately represents the author's intended argument, preserves relevant qualifications, and complies with the portal's editorial standards.
Data Analysis and Quantitative Research
AI may support quantitative and computational work, including:
Data cleaning and preliminary classification.
Exploratory statistical analysis.
Identification of patterns, outliers, and anomalies.
Development or review of analytical code.
Preparation of preliminary tables and charts.
Assistance with scenario analysis and model documentation.
Interpretation of quantitative results for further human examination.
AI-generated calculations, code, tables, and interpretations must be checked before publication.
Where quantitative conclusions materially influence an article, the author must retain sufficient information about the underlying data, assumptions, methodology, and calculations to permit meaningful verification.
AI-generated estimates must not be presented as observed measurements.
Forecasts and scenarios must be distinguished from historical facts, and their assumptions and limitations must be explained where material.
Visual and Multimedia Production
AI may be used to create illustrations, conceptual cover images, diagrams, and other visual assets that support an article.
Permitted applications may include:
Conceptual illustrations of economic, technological, geopolitical, and scientific developments.
Decorative or symbolic cover imagery.
Clearly identified reconstructions and hypothetical scenarios.
Non-documentary illustrations for explanatory articles.
Preliminary storyboards and visual design concepts.
Assistance with image editing, cropping, background removal, and accessibility descriptions.
AI-generated visuals must not be presented as authentic documentary photographs, original historical evidence, or actual depictions of events unless their authenticity and provenance have been independently established.
Where an image represents a hypothetical event, conceptual scenario, or synthetic reconstruction, its presentation must not reasonably lead readers to believe that it is a genuine photograph of an actual event.
The use of AI to create or materially alter documentary images requires particular scrutiny and appropriate disclosure.
Translation and Accessibility
AI may assist with translation, transcription, subtitling, simplification, and accessibility-related tasks.
Translated material must be reviewed by a competent human reviewer when errors could materially alter meaning, attribution, legal interpretation, financial conclusions, or other important information.
Where a translation involves technical, legal, economic, scientific, or geopolitical terminology, the reviewer should verify that the terminology accurately reflects the source text.
AI-generated alternative text for images must describe the actual image rather than introduce unsupported contextual claims.
SEO and Distribution
AI may assist with preparing:
Search-engine optimisation descriptions.
Search keywords and topic classifications.
Social media captions and promotional summaries.
Newsletter excerpts.
Article tags and metadata.
Structured content descriptions.
Headline variations for editorial consideration.
Such material must accurately represent the underlying article.
AI must not be used to generate misleading headlines, fabricated claims, artificial controversy, deceptive search snippets, or promotional descriptions that materially exaggerate the article's findings.
Search visibility must not take precedence over factual accuracy or editorial integrity.
Grammarly Premium: Proofreading and Language Improvement
IndraStra.com recognises Grammarly Premium as an editorial assistance tool that authors, editors, researchers, and contributors may use to improve the linguistic quality, readability, and presentation of published material.
The use of Grammarly Premium for routine proofreading and language refinement is permitted under this policy.
This includes:
Correcting grammatical errors, spelling mistakes, and punctuation.
Improving sentence structure and readability.
Identifying redundant phrases and unnecessary repetition.
Suggesting clearer or more concise wording.
Improving transitions and consistency in writing style.
Refining tone and formality for the intended audience.
Identifying typographical inconsistencies.
Conducting a final language review before submission or publication.
Authors may accept appropriate Grammarly Premium suggestions after reviewing them. They must reject suggestions that introduce factual inaccuracies, distort quotations, change the intended meaning, remove necessary qualifications, or weaken the precision of an argument.
Grammarly Premium and AI Classification
Grammarly Premium may provide different capabilities depending on the product version, subscription, and enabled features. These may include conventional proofreading, rewriting suggestions, generative text assistance, and other AI-enabled functions.
For the purposes of this policy, the editorial classification depends on the function used and the nature of its contribution, rather than the product name or subscription tier.
| Use case | Editorial classification | Public disclosure |
|---|---|---|
| Correcting grammar, spelling, and punctuation | Routine editorial assistance | Not ordinarily required |
| Improving sentence clarity while preserving meaning | Routine editorial assistance | Not ordinarily required |
| Removing repetition and improving conciseness | Routine editorial assistance | Not ordinarily required |
| Suggesting alternative wording for an existing human-written paragraph | Routine editorial assistance, provided the substance remains unchanged | Not ordinarily required |
| Rewriting passages so extensively that their substantive argument or interpretation changes | Substantial AI-assisted editing | Required where the contribution is material |
| Generating new paragraphs containing substantive explanations or arguments | Generative AI assistance | Generally required when the contribution is substantial |
| Producing research claims, statistics, or analytical conclusions | Generative AI assistance requiring independent verification | Required where the contribution is substantial |
| Generating an article outline and substantial portions of the article | Substantial generative AI assistance | Generally required |
| Producing an entire article from a brief prompt | Predominantly AI-generated content | Required, together with enhanced editorial review |
The use of Grammarly Premium does not automatically classify an article as AI-generated.
Equally, the use of a generative feature within Grammarly Premium must not automatically be classified as routine proofreading.
Editors must assess what the tool actually contributed to the published material.
Grammarly Premium Case Studies
Case A: Proofreading a Human-Written Article
An author independently researches and writes a 1,500-word article analysing changes in India's banking system. The author consults official publications, verifies financial data, develops the central argument, and writes the manuscript.
The author then uses Grammarly Premium to correct grammar, improve punctuation, identify repetition, and suggest clearer sentence construction.
The author reviews the suggestions, accepts appropriate changes, and rejects those that could alter the meaning of technical terminology or financial claims.
Editorial decision: Permitted.
Public AI disclosure: Not ordinarily required.
Reason: Grammarly Premium has been used as a proofreading and language-improvement tool. The research, substantive argument, factual claims, and principal analytical conclusions remain the responsibility of the human author.
Case B: Improving the Readability of a Complex Article
An author writes an article examining financial regulation and monetary policy. Grammarly Premium suggests alternative wording for complicated paragraphs, simplifies unnecessarily long sentences, and improves transitions between sections.
The author reviews the changes and confirms that the revised text preserves the original analysis, technical accuracy, qualifications, and conclusions.
Editorial decision: Permitted.
Public AI disclosure: Not ordinarily required.
Reason: The tool has improved the presentation of existing human-authored material without materially generating the article's substance.
Case C: Generating New Analytical Paragraphs
An author prepares an article on India's financial system but uses a generative feature in Grammarly Premium to produce several new paragraphs explaining systemic risk, regulatory shortcomings, and the potential consequences of financial instability.
The generated paragraphs introduce substantive explanations that were not present in the original manuscript. The author checks the claims against reliable sources and edits the text before submission.
Editorial decision: Permitted subject to enhanced editorial review.
Public AI disclosure: Generally required because generative AI materially contributed to the article's substantive content.
Reason: The tool has contributed new substantive material rather than merely correcting language. The author must independently verify the claims and ensure that the final analysis is accurate, properly qualified, and editorially defensible.
Case D: Rewriting an Entire Article
An author prepares a short outline and uses a generative feature in Grammarly Premium to produce a complete 2,000-word article, including its introduction, analysis, conclusions, and recommendations.
The author reviews the output and makes selected changes before submission.
Editorial decision: Subject to the standards governing predominantly AI-generated articles.
Public AI disclosure: Required.
Reason: The generative system has produced most of the article's substantive text. The article must undergo enhanced verification, substantive editorial review, and appropriate disclosure. It may be rejected if it lacks reliable sourcing, meaningful analytical value, originality, or adequate human oversight.
Case E: Grammarly Premium Introduces an Incorrect Financial Claim
An author writes that a regulatory change applies from a specified date. During editing, Grammarly Premium suggests a rewritten sentence that inadvertently changes the date or removes a qualification limiting the scope of the regulation.
The author accepts the suggestion without checking the revised sentence.
Editorial decision: The affected passage must be corrected before publication. If already published, the editorial team must assess whether a correction is necessary.
Public AI disclosure: The principal issue is factual accuracy, not the presence or absence of an AI disclosure.
Reason: Authors remain responsible for the final text, including changes suggested by proofreading and rewriting tools. Grammarly Premium must not be treated as an authoritative source for financial facts, regulatory requirements, or legal interpretation.
Case F: Proofreading an Article Generated by Another AI System
An author generates an initial article draft using a separate generative AI system and subsequently uses Grammarly Premium to correct grammar, improve readability, and standardise the style.
Editorial decision: The article must be assessed according to the rules governing the original generative AI contribution.
Public AI disclosure: Required where the original AI system materially generated the article's substantive content.
Reason: Using Grammarly Premium for proofreading does not eliminate the disclosure obligation arising from the use of another generative AI system. Editorial classification must consider the entire production process rather than only the final editing tool.
Author Responsibility When Using Grammarly Premium
Authors remain responsible for every sentence submitted for publication, including sentences modified through Grammarly Premium.
Before submission, authors must ensure that:
The article's substantive argument is accurately represented and appropriately attributed.
Factual claims and technical terminology remain correct.
Quotations and citations have not been altered in a misleading manner.
Necessary qualifications and expressions of uncertainty have been preserved.
Suggested changes have not introduced unsupported claims or distorted the source material.
The final article complies with IndraStra.com's editorial, intellectual property, privacy, and disclosure requirements.
Grammarly Premium must not be used to conceal plagiarism, fabricate citations, manufacture evidence, or misrepresent the extent of human or AI authorship.
Privacy and Confidentiality
Authors and editors must consider Grammarly's applicable data-handling terms and settings before submitting confidential manuscripts, unpublished research, personal information, or sensitive source material to the service.
The fact that a tool is used for proofreading does not exempt it from the policy's privacy and confidentiality requirements.
Confidential source identities, restricted documents, and other sensitive information must not be submitted unless the use is appropriately authorised and protected.
Governing Rule for Grammarly Premium
Grammarly Premium may be used routinely as a proofreading and language-improvement tool without requiring a public AI disclosure, provided its contribution remains limited to editorial refinement.
Where Grammarly Premium or any of its enabled AI features materially generates new substantive content, develops arguments, or produces analytical conclusions, the contribution must be assessed under the requirements for generative AI assistance.
The governing distinction is between improving the language of an existing article and generating the substance of an article.
AI-Assisted and AI-Generated Editorial Content
IndraStra.com distinguishes between AI used as an editorial aid and AI used to produce substantive publishable material.
Human-Written Content With Limited AI Assistance
Articles written by human authors may use AI for routine proofreading, grammar correction, language refinement, structural suggestions, or similar assistance.
Such use does not ordinarily require public disclosure, provided AI has not materially generated the article's substantive content or conclusions.
This provision includes routine Grammarly Premium proofreading as described in Section 3.7.
The human author remains responsible for the final text.
Substantially AI-Assisted Content
Where AI generates substantial portions of an article, develops its substantive narrative, or materially contributes to its analytical argument, the content must receive enhanced editorial review.
The author and editor must establish that:
Factual claims have been checked against reliable sources.
Citations refer to genuine and relevant sources.
The analysis is not based on fabricated information or unsupported AI-generated assumptions.
The article has a clear purpose and makes a meaningful contribution to its subject.
The final text reflects deliberate human editorial judgement.
Any required disclosure of AI involvement has been included.
AI-assisted content must not be published solely because it is grammatically polished, sufficiently long, or optimised for search engines.
Predominantly AI-Generated Articles
IndraStra.com does not automatically prohibit articles substantially drafted by AI. However, such articles are subject to a higher editorial threshold.
A predominantly AI-generated article may be considered for publication only when:
An accountable human author or editor has been assigned responsibility.
The article has a defined editorial purpose.
Material claims have been independently verified.
The analysis has been reviewed for logical consistency and unsupported conclusions.
The article does not merely reproduce existing material without sufficient original value.
Any required AI disclosure has been provided.
The content satisfies the portal's normal publication standards.
The editorial team may reject predominantly AI-generated material when it is repetitive, generic, derivative, inadequately sourced, misleading, or lacking substantive analytical value.
Large-scale publication of minimally reviewed AI-generated material is not an acceptable substitute for editorial production.
AI as the Sole Author
AI systems cannot be credited as independent authors in place of a human author.
A published article must have an accountable human byline or an explicitly identified editorial collective where that format is appropriate.
Where a contribution is produced primarily through AI, the byline must not misrepresent the extent of human authorship.
The editorial team may require a description of the human author's role, particularly where AI generated most of the article's substantive text.
Verification and Fact-Checking Standards
Fact-checking is mandatory for AI-assisted publication.
Verification of Material Claims
The author or editor must independently verify material claims concerning:
Government policies, regulations, and official decisions.
Financial results, market figures, and economic indicators.
Scientific findings and technical specifications.
Historical events and dates.
Legal provisions, judicial decisions, and regulatory requirements.
Public figures, organisations, and named individuals.
Quotations, statements, and attributed opinions.
Casualty figures, conflict developments, and security incidents.
Research findings, academic publications, and statistical estimates.
The verification process must be appropriate to the subject and the consequences of an error.
Source Hierarchy
Whenever practicable, verification should prioritise primary sources, including:
Official government publications and regulatory documents.
Original datasets and statistical releases.
Court judgments, legislation, and official records.
Original research papers and scholarly publications.
Company filings, audited reports, and official disclosures.
Direct interviews, transcripts, and attributable statements.
Established news organisations and specialist publications.
Other credible secondary sources appropriate to the claim.
This hierarchy is a guide rather than an absolute ranking. Source quality must be assessed in context.
An official source may establish what an institution announced without independently proving that every assertion in its announcement is correct.
Where reliable sources disagree, the article should acknowledge material disagreement rather than conceal it.
Fabricated Sources and Citations
AI systems sometimes generate plausible but nonexistent references.
Editors must not accept an AI-generated citation without checking the underlying publication or document.
Authors must not invent journal articles, reports, research findings, document identifiers, page numbers, URLs, or quotations.
A citation that cannot be verified must be removed or replaced with a reliable source before publication.
Quotations and Attributions
Direct quotations must be checked against the original recording, transcript, publication, or other reliable primary evidence whenever practicable.
AI-generated quotations must never be attributed to a real person without verification.
Paraphrases must preserve the meaning and qualifications of the original statement.
AI must not be used to fabricate interview transcripts, reconstruct unavailable statements as verbatim quotations, or create fictional correspondence presented as authentic evidence.
Statistical Integrity
AI-generated numerical claims must be checked for:
Correct units and currency.
Appropriate dates and reporting periods.
Accurate denominators and percentage calculations.
Consistency between absolute values and percentage changes.
Distinction between nominal and inflation-adjusted values.
Distinction between actual results and projections.
Appropriate treatment of uncertainty and missing data.
Consistency between tables, charts, and accompanying text.
Where a calculation materially affects an article's conclusion, the author should reproduce it independently or verify it using a reliable computational method.
Uncertainty and Limitations
AI-generated material must not create an impression of certainty unsupported by the evidence.
Articles should distinguish between established facts, informed assessments, hypotheses, estimates, forecasts, and speculation.
When a conclusion depends on assumptions, incomplete information, or disputed evidence, those limitations must be communicated clearly.
Public Disclosure of AI Use
IndraStra.com adopts a risk-based approach to disclosure.
The objective is to provide readers with meaningful information without requiring unnecessary notices for routine editorial assistance.
Circumstances Requiring Disclosure
A public disclosure will generally be required when:
AI generated a substantial portion of an article's substantive text.
AI materially contributed to the central analytical argument or interpretation.
An image, video, or audio asset was synthetically generated in a context where readers could mistake it for documentary evidence.
AI materially reconstructed or altered an image of a real event, person, location, or historical setting.
AI generated a realistic simulation that is central to the article's presentation.
AI-generated speech or synthetic media is presented in a manner that could be mistaken for authentic recorded material.
Editors may require disclosure in additional circumstances where transparency is necessary to prevent reader misunderstanding.
Routine Grammarly Premium proofreading, spelling corrections, grammar assistance, and minor stylistic improvements do not ordinarily require public disclosure when they do not materially generate the article's substantive content.
The use of generative features within Grammarly Premium must be assessed according to the nature and extent of their contribution, rather than the product's name or subscription tier.
Circumstances Not Ordinarily Requiring Disclosure
Public disclosure is not ordinarily necessary for:
Routine spell-checking and proofreading.
Minor grammar and punctuation corrections.
Basic formatting and layout assistance.
Sentence-level language refinement that preserves the substance of human-written content.
Suggestions for alternative headlines that are subsequently selected and edited by a human.
Routine SEO metadata assistance that does not materially alter the article's substance.
Internal research organisation that does not result in unverified claims entering the published article.
The absence of a disclosure does not remove the obligation to verify the final content.
Disclosure Format
Where required, the disclosure should be concise, factual, and specific to the relevant contribution.
Example A: Substantial AI Assistance
"AI Assistance Disclosure: Artificial intelligence tools were used to assist with the drafting and structural development of this article. The final text, factual claims, and editorial conclusions were reviewed by a human editor."
Example B: Predominantly AI-Generated Draft
"AI Assistance Disclosure: An artificial intelligence tool generated the initial draft of this article. The article was subsequently reviewed, fact-checked, and edited by the responsible human editor."
Example C: AI-Generated Illustration
"Image Disclosure: This illustration was generated using artificial intelligence and depicts a conceptual scenario. It is not a documentary photograph of an actual event."
Example D: Materially Altered Visual
"Image Disclosure: This image has been materially altered using artificial intelligence for illustrative purposes. It should not be interpreted as an unmodified documentary record."
These statements must be adapted to the actual production process. A disclosure must not claim that independent verification or human review occurred unless it genuinely did.
Placement of Disclosures
Disclosures should be placed where readers can reasonably notice them.
Depending on the content, appropriate locations include:
An editorial note near the beginning or end of an article.
An image caption or image credit.
A multimedia description.
A clearly identifiable methodology note.
A disclosure should not be hidden in an unrelated policy page or obscured by technical metadata.
Disclosure Does Not Replace Verification
Declaring that AI was used does not make inaccurate, fabricated, plagiarised, or misleading content acceptable.
All published material remains subject to the same essential editorial standards, irrespective of whether AI assistance is disclosed.
AI-Generated Images, Video, Audio, and Synthetic Media
Synthetic media presents particular risks because readers may interpret visual or audio material as direct evidence.
Illustrative Imagery
AI-generated cover images and conceptual illustrations may be used to communicate abstract subjects, including economic systems, technological change, infrastructure, scientific concepts, and geopolitical scenarios.
Such illustrations should be relevant to the article and must not imply that a hypothetical scene has actually occurred.
Documentary and News Photography
AI-generated imagery must not be passed off as genuine news photography.
An AI-generated image of a real political leader, military operation, protest, disaster, financial institution, or public event must not be presented as a photograph documenting that event.
Where synthetic imagery is used to illustrate an article about an actual event, the caption must make its illustrative nature clear whenever confusion is reasonably possible.
Material Alterations
Material alterations include changes that could affect a reader's understanding of what happened, who was present, what an object looked like, or what a document contained.
Such alterations require editorial scrutiny and appropriate disclosure.
Routine technical adjustments that preserve the underlying evidentiary meaning of an image, such as ordinary resizing or compression, do not ordinarily require an AI disclosure.
Synthetic Audio and Video
AI-generated voices, simulated interviews, synthetic video, and reconstructed recordings must not be represented as authentic recordings of real individuals.
Where synthetic media is used for an explanatory or educational purpose, its nature must be made clear.
Impersonation, fabricated evidence, and deceptive manipulation of real individuals are prohibited.
Provenance and Record-Keeping
Where feasible, the editorial team should retain the original asset, the final published version, relevant source information, and a record of material alterations.
For high-risk documentary-style synthetic media, the editor may require additional provenance checks before publication.
Intellectual Property, Copyright, and Plagiarism
AI-assisted publication must respect applicable intellectual property law, licensing conditions, contractual restrictions, and recognised standards of attribution.
Originality
AI-generated text must not be assumed to be original merely because it was produced by a generative system.
Authors and editors must assess whether the content reproduces distinctive passages, closely imitates protected expression, or improperly incorporates material from existing publications.
Where substantial overlap is identified, the relevant material must be reviewed and, where necessary, rewritten, removed, licensed, or appropriately attributed.
Attribution
AI must not be used to disguise the source of another person's research, argument, reporting, data, or creative work.
References to external sources must be accurate and sufficient to allow readers to identify the underlying material.
Attribution is required where appropriate even when AI has paraphrased or summarised the original material.
Images and Creative Assets
Authors and editors must consider the provenance and licensing conditions of images, datasets, audio, video, and other assets used in AI-assisted production.
The fact that an asset was generated using AI does not automatically establish that it is free from copyright, contractual, trademark, privacy, or other legal restrictions.
Where ownership or permitted use is uncertain, the asset must be referred for editorial or legal review when the risk warrants it.
AI Detection Tools
AI-detection software may be used as a preliminary investigative aid, but its results must not be treated as conclusive proof of AI authorship or plagiarism.
Detection scores alone must not determine whether an article is accepted, rejected, corrected, or publicly accused of misconduct.
Decisions must consider the actual content, available evidence, author explanations, source provenance, and other relevant circumstances.
Privacy, Confidentiality, and Data Protection
The use of AI tools must not compromise the confidentiality of sources, contributors, employees, or other individuals.
Restricted Information
Unless specifically authorised and appropriately protected, users must not enter the following into external AI systems:
Confidential source identities or identifying details.
Private correspondence received under an expectation of confidentiality.
Unpublished documents subject to confidentiality obligations.
Personal data that is unnecessary for the task.
Credentials, authentication tokens, passwords, or security-sensitive information.
Restricted commercial information.
Material covered by a contractual non-disclosure obligation.
Sensitive personal information whose processing has not been appropriately authorised.
Public availability of an AI service does not establish that it is suitable for confidential editorial work.
Personal Data
Where personal data is processed through an AI system, the responsible individual must consider the purpose of processing, necessity, proportionality, security, applicable legal requirements, and the service's data-handling arrangements.
Personal information should be minimised or anonymised wherever practicable.
Source Protection
AI tools must not be used to infer, expose, or reconstruct the identity of a confidential source without appropriate editorial authorisation and a legitimate, carefully assessed reason.
The use of AI to analyse confidential source material must be subject to heightened safeguards.
Third-Party Services
Before an AI tool is used for sensitive editorial work, the responsible person should assess whether its terms, retention practices, access controls, and security arrangements are suitable for the intended purpose.
Where those arrangements are unknown or inadequate, the material must not be submitted.
High-Risk Editorial Applications
Certain categories of content require additional scrutiny because errors can cause significant harm.
Financial and Economic Reporting
AI-assisted financial and economic articles must be checked against relevant official data, company disclosures, market information, and other appropriate sources.
Editors must pay particular attention to numerical accuracy, dates, currency units, causal claims, forecasts, and distinctions between fact and opinion.
AI-generated investment predictions must not be presented as guaranteed outcomes.
Where an article discusses financial risks, market performance, or economic forecasts, material assumptions and uncertainties should be identified.
Geopolitical and Conflict Reporting
AI must not be treated as an independent source of battlefield information, casualty figures, intelligence assessments, territorial-control claims, or military developments.
Such claims must be verified against credible sources and assessed for uncertainty, propaganda, outdated information, and the possibility of deliberate deception.
Synthetic images and maps must not imply independently verified territorial control or military activity where the underlying evidence does not support that representation.
1Legal, Regulatory, and Public Policy Analysis
AI-assisted explanations of laws, regulations, judicial decisions, and public policies must be checked against authoritative documents.
The editorial team must distinguish between enacted law, proposed legislation, draft rules, administrative guidance, judicial interpretation, and commentary.
Where legal uncertainty is material, an article should not present an AI-generated interpretation as a definitive legal conclusion.
Health and Scientific Reporting
AI-generated health and scientific claims must be assessed against reliable research and relevant expert or institutional sources.
The editorial team must distinguish between established evidence, preliminary findings, hypotheses, and unsupported claims.
AI must not be used to manufacture scientific citations, invent research findings, or overstate the significance of individual studies.
Allegations Concerning Individuals or Organisations
AI must not be relied upon as the sole basis for allegations of misconduct, fraud, corruption, criminal behaviour, professional wrongdoing, or other potentially damaging claims.
Such allegations require independent evidence, appropriate source evaluation, and editorial review proportionate to the potential harm.
Where applicable, the editorial team should consider fairness, the opportunity to respond, privacy, and legal risk before publication.
Prohibited Uses of AI
The following practices are prohibited in the production and publication of IndraStra.com content:
Fabricating quotations, interviews, research papers, citations, official documents, or eyewitness accounts.
Publishing AI-generated factual claims without appropriate verification.
Presenting synthetic images, audio, or video as authentic documentary evidence.
Using AI to impersonate sources, authors, editors, or public figures deceptively.
Generating or altering evidence to mislead readers.
Using AI to conceal plagiarism, evade attribution requirements, or misrepresent another person's work as original.
Submitting confidential or sensitive information to an unauthorised AI service.
Manipulating research findings or selectively presenting AI outputs to create a misleading conclusion.
Publishing mass-produced, minimally reviewed material that fails to meet the portal's editorial standards.
Using AI to generate deceptive headlines, fabricated controversies, false engagement, or misleading promotional claims.
Misrepresenting the degree of human authorship or editorial verification.
Using AI outputs to make unsupported allegations about identifiable individuals or organisations.
Knowingly publishing synthetic media designed to deceive readers about a material event.
Using AI-generated citations or references without checking their authenticity when they support substantive claims.
The editorial team may prohibit additional uses where they pose significant risks to accuracy, fairness, privacy, security, or public trust.
Editorial Review and Approval Workflow
AI-assisted content must pass through a review process appropriate to its type and risk.
Stage 1: Assignment and Research
The author or researcher establishes the article's purpose, scope, principal questions, and source requirements.
AI may assist with preliminary research, but the author must identify reliable sources and establish a defensible factual basis for the work.
Stage 2: Content Development
The author prepares the draft using permitted tools.
AI-generated passages, numerical findings, quotations, and interpretations must be checked before they are incorporated into the final manuscript.
Where Grammarly Premium is used for proofreading, the author must review the proposed changes and ensure that they preserve the article's intended meaning.
Stage 3: Verification
The author verifies factual claims, references, dates, statistics, calculations, and other material information.
Additional scrutiny is required for high-risk claims, documentary-style synthetic media, and content concerning identifiable individuals.
Stage 4: Editorial Review
The editor assesses the article for:
Factual accuracy and source quality.
Analytical coherence and originality.
Fairness and appropriate context.
Compliance with this policy.
Appropriate disclosure of substantial AI use.
Intellectual property and privacy concerns.
Consistency with the portal's editorial standards.
Stage 5: Publication Approval
The responsible editor decides whether the article is ready for publication, requires revision, or should be rejected.
AI must not be the final decision-maker in the publication process.
Stage 6: Post-Publication Review
If a material factual error, misleading synthetic asset, fabricated reference, or other significant problem is discovered after publication, the editorial team must assess the need for correction, clarification, removal, or other appropriate action.
The use of AI does not diminish the responsibility to address published errors.
Roles and Responsibilities
Publisher
The publisher is responsible for establishing the overall framework for responsible AI use and ensuring that the policy is maintained.
The publisher may authorise revisions, establish additional safeguards, and designate individuals responsible for oversight.
Editorial Leadership
Editorial leadership is responsible for implementing the policy in editorial operations.
Responsibilities include:
Establishing standards for AI-assisted submissions.
Determining when enhanced review is required.
Ensuring appropriate disclosures are used.
Resolving disputes about AI use and editorial compliance.
Reviewing significant incidents and recurring problems.
Updating editorial procedures when necessary.
Authors and Contributors
Authors and contributors are responsible for:
Disclosing material AI assistance to the editor when required.
Verifying factual claims and citations.
Ensuring that submitted content complies with intellectual property requirements.
Avoiding prohibited uses of AI.
Protecting confidential information.
Cooperating with editorial verification and correction procedures.
Editors and Fact-Checkers
Editors and fact-checkers must evaluate AI-assisted content according to the applicable standards.
They should not assume that a polished draft is accurate or that an article is reliable merely because it contains citations.
They may request source documents, explanations of analytical methods, details of AI-generated assets, or revisions where necessary.
Technical and Publishing Personnel
Personnel responsible for website operations, content management, SEO, and distribution must ensure that AI-assisted publishing workflows do not bypass editorial approval or introduce misleading metadata, synthetic media, or unverified content.
Where automated publishing tools are used, suitable human oversight and safeguards must be maintained.
Contributor Disclosure and Submission Requirements
IndraStra.com may require authors to disclose AI use as part of the submission or editorial review process.
Where requested, contributors should provide:
The general category of AI tool used.
The purpose for which it was used.
Whether it generated substantive text, analysis, data, or visual material.
The nature of the human review undertaken.
Any relevant limitations or verification concerns.
Disclosure of an AI tool's name is not ordinarily necessary for routine assistance unless the editor requests it or the information is material to transparency, reproducibility, or the integrity of the work.
Contributors are not required to disclose private prompts or confidential research notes routinely. Such information may be requested when reasonably necessary to investigate a material concern, subject to applicable confidentiality and privacy requirements.
The editorial team may request further clarification where a submission contains indications of fabricated sources, unsupported claims, substantial unattributed borrowing, or misleading synthetic media.
Failure to provide reasonable clarification may affect the editorial decision.
Corrections, Complaints, and Editorial Accountability
IndraStra.com recognises that AI-assisted content may contain errors even when reasonable precautions have been taken.
The portal will assess credible reports of factual inaccuracies, fabricated citations, misleading synthetic media, privacy violations, and other potential breaches of this policy.
Depending on the circumstances, corrective action may include:
Correcting an inaccurate statement.
Replacing or removing a defective citation.
Adding a clarification or methodological note.
Updating an AI-use disclosure.
Replacing misleading imagery.
Publishing a correction or editor's note.
Temporarily withholding content pending verification.
Removing content where its defects cannot be adequately remedied.
Restricting or discontinuing a particular AI-assisted workflow.
Corrections should be proportionate to the nature and significance of the error.
A material correction must not be concealed merely to avoid acknowledging the use of AI or the failure of an editorial process.
Complaints concerning possible breaches may be submitted through the contact channel designated on IndraStra.com. The editorial team will assess the information provided and determine an appropriate response.
Search Engines, Content Quality, and Reader Trust
IndraStra.com treats AI as a tool for improving editorial production rather than a means of maximising the volume of published material without regard to quality.
AI-assisted content must provide genuine informational, analytical, explanatory, or editorial value.
The portal will not treat automation alone as evidence of originality, expertise, or credibility.
AI-generated content must not be published solely to target search queries, reproduce existing articles, create artificial topical coverage, or increase page volume.
Editors should assess whether each article contributes something useful, such as verified information, meaningful synthesis, original analysis, a clearly explained methodology, or an improved understanding of a subject.
Search-engine optimisation must remain subordinate to accuracy, reader utility, and editorial integrity.
AI Use in Audience Engagement and Editorial Operations
AI may be used to support moderation, categorisation, audience inquiries, content recommendations, and internal administrative tasks.
Such uses must be subject to appropriate oversight.
AI-generated responses must not falsely imply that a human editor has personally reviewed a question, complaint, submission, or request when no such review has occurred.
Automated systems must not be permitted to make consequential editorial decisions without suitable human review.
Where AI systems process personal information or interact directly with readers, the responsible team must consider transparency, privacy, security, accuracy, and the possibility of harmful or misleading outputs.
The portal may establish additional procedures for automated moderation and reader-facing AI applications as those services develop.
AI Tool Selection and Security
IndraStra.com may use AI tools that are appropriate for editorial, research, production, or technical requirements.
Tool selection should consider:
Accuracy and known limitations.
Data security and confidentiality.
Privacy and data retention practices.
Intellectual property terms.
Suitability for the intended task.
Reliability and availability.
Ability to verify outputs.
Human oversight and auditability.
Commercial and contractual restrictions.
No AI system should be treated as inherently reliable across every subject or task.
Where a tool's limitations could materially affect the published result, the editorial team must apply additional verification or avoid using that tool for the task.
Automated processes must not be allowed to publish high-risk material without the required editorial approval.
Training, Monitoring, and Policy Review
IndraStra.com may provide guidance and training to authors, editors, researchers, and technical personnel on responsible AI use.
Training may cover:
Hallucinations and fabricated references.
Source verification and fact-checking.
Synthetic media identification and disclosure.
Intellectual property and attribution.
Privacy and confidential information.
Data analysis and statistical verification.
Bias, uncertainty, and misleading conclusions.
Editorial responsibility and correction procedures.
The publisher or designated editorial authority should periodically review the effectiveness of the policy.
Reviews may consider significant editorial incidents, emerging AI capabilities, changes in applicable law, technological developments, and feedback from readers and contributors.
The policy may be revised when necessary to maintain appropriate standards.
Interpretation and Enforcement
This policy establishes the minimum standards for the use of AI on IndraStra.com.
Editors may impose stricter requirements for particular assignments, subject areas, contributors, or categories of content.
Where a specific AI use is not expressly addressed, the decision should be guided by the policy's core principles: accuracy, transparency, human accountability, editorial independence, privacy, and intellectual property protection.
A breach of this policy may result in additional verification, mandatory revision, rejection of a submission, correction of published material, restriction of access to particular tools, or other proportionate editorial or administrative action.
Repeated or deliberate violations may result in the suspension or termination of a contributor's publishing privileges, subject to applicable contractual arrangements and editorial procedures.
No AI-generated output is exempt from the portal's normal standards because of the technology used to produce it.
Relationship With Other Policies
This policy should be read alongside IndraStra.com's applicable editorial standards, corrections policy, privacy policy, copyright and licensing provisions, contributor guidelines, and other relevant publishing policies.
Where a conflict arises, the matter should be referred to editorial leadership for resolution, taking into account applicable law, contractual obligations, and the protection of editorial integrity.
This policy does not replace legal review where legal review is necessary.
Final Statement
IndraStra.com considers artificial intelligence a potentially valuable instrument for research, analysis, editorial production, and digital publishing. Its use must nevertheless remain consistent with the fundamental obligations of a responsible publisher.
The credibility of a publication depends not on whether its content was produced with or without AI, but on whether its claims are accurate, its sources are reliable, its methods are defensible, its limitations are acknowledged, and its editorial decisions remain accountable.
IndraStra.com therefore permits responsible AI assistance while maintaining human responsibility for the material presented to readers.
AI may assist the publishing process, but editorial accountability, factual integrity, and responsibility for publication remain human obligations.
