Principle
SafestApps uses artificial intelligence and automated systems to assist defined editorial and operational processes. These technologies support—but never replace—accountable human authorship, source verification, critical judgment, or editorial responsibility. Artificial intelligence tools are not recognized as authors, field reporters, eyewitnesses, confidential sources, domain experts, legal authorities, scientific evidence, factual databases, or final editorial decision-makers.
Every piece of published content remains attributable to a real, accountable individual or a legitimate institutional editorial function. Human authors and editors maintain full responsibility for factual accuracy, direct quotations, proper attribution, citations, source reliability, conflict disclosures, legal compliance, privacy, copyright, safety, visual authenticity, content classification, disclosures, corrections, and publishing approvals.
Scope
This policy applies to generative text platforms, automated research tools, search assistants, transcription services, translation software, summarization systems, data extraction utilities, automated classifiers, coding tools, image generators, image editing suites, synthetic audio platforms, voice cloning software, video generation tools, recommendation engines, automated moderation systems, analytics platforms, synthetic personas, and synthetic media detection utilities.
It governs all work produced by staff writers, editors, contributors, contractors, commercial content producers, and anyone utilizing automated tools for content published under the SafestApps brand.
Permitted Assistance
AI tools may assist with initial brainstorming, preliminary topic mapping, audio transcription, translation support, copy editing, structural formatting, data extraction, document organization, code generation, calculation support, data cleaning, accessibility improvements, headline comparisons, tagging, and internal workflow efficiency.
These applications are permitted only when an author or editor can independently evaluate the output, and provided the use does not compromise confidentiality, personal privacy, intellectual property, security, or legal requirements.
Permission to use a tool does not eliminate the requirement for independent verification or public disclosure whenever the application materially influences a reader’s assessment of the work.
Prohibited Uses
SafestApps strictly prohibits using AI to fabricate sources, invent quotations, create pseudonymous or fictitious authors, manufacture credentials, generate false eyewitness testimony, alter evidence, fill reporting gaps with plausible assumptions, invent legal precedents or statutes, fabricate academic citations, or deceptively imitate a real person.
Furthermore, AI may not be used to produce undisclosed promotional content, disguise sponsored coverage, generate non-consensual intimate imagery, produce defamatory synthetic media, initiate automated accusations, publish high-volume repetitive content, impersonate newsroom staff, bypass primary source verification, make final high-risk publishing decisions, or conceal the identity of a commercial client.
Syntactic fluency, authoritative tone, and polished grammar do not constitute proof of factual accuracy.
AI Output Is Not Evidence
Every factual claim generated by an AI platform must be cross-checked against reliable, primary, non-AI evidence. Mandatory checks cover names, biographical details, dates, titles, institutional affiliations, quotes, legal citations, scientific studies, statistical data, calculations, historical events, technical explanations, corporate claims, product specifications, and current professional roles.
Any AI-generated citation must be directly retrieved and reviewed in the original source material. Automated summaries must be validated against the underlying text, and extracted data must be cross-referenced with primary documents.
AI-generated source lists serve solely as initial research leads, not as finalized citations. Research processes must never rely on output that cannot be independently confirmed through accessible evidence.
Material Disclosure
AI involvement must be explicitly disclosed whenever it could reasonably influence a reader’s evaluation of authorship, originality, accuracy, research methodology, evidence, translation quality, provenance, visual truth, or data integrity.
Material uses requiring disclosure include:
- Substantial AI-generated draft text.
- Automated translation central to disputed quotes.
- AI-generated or materially altered images.
- Synthetic audio or video feeds.
- Cloned voice tracks.
- Automated data analysis central to story findings.
- AI-generated code utilized in material technical tests.
- Virtual reconstructions of events.
- AI-created visualizations that shape interpretation.
- Virtual interview personas.
Routine spell-checking, grammar suggestions, minor formatting, word-count calculations, file format conversions, internal project management, basic search queries, accessibility tagging, basic transcripts checked against raw recordings, and routine coding assistance unrelated to central findings do not require article-level disclosure. Human oversight remains mandatory in all cases.
Disclosure Language
A formal disclosure must clearly outline the tool’s specific role and detail the human verification steps performed. Disclosures should confirm that automated tools assisted a defined process, that human authors and editors reviewed claims, quotes, sources, and final presentation, and that AI outputs were not treated as primary evidence.
Synthetic visual material must be identified as generated or materially altered, and explicitly categorized as an illustration rather than documentary evidence. Automated analysis disclosures must detail the methodology, validation sampling, and operational limitations.
Simply listing the name of a software tool does not constitute an adequate disclosure; the text must explain the precise function the tool served.
Authorship and Identity
AI systems will never receive an author byline. Bylines are reserved exclusively for real individuals or legitimate editorial roles capable of answering reader questions, explaining reporting methods, disclosing potential conflicts, managing corrections, accepting accountability, and defending the editorial work.
SafestApps does not create synthetic journalists, virtual expert profiles, or artificial contributor personas. While protected pseudonyms may be granted to real human contributors facing verified safety risks, they are strictly distinguished from fictitious AI identities.
AI-Assisted Research and Drafting
While AI can assist in identifying research questions, domain terminology, or prospective sources, the author must independently confirm that every source exists, accurately reflects the cited claims, remains current, holds authority in the relevant jurisdiction, contains the attributed quote, and has not been selectively framed to suppress counter-evidence.
AI-assisted drafting must remain under strict human direction. Authors and editors are required to inspect drafts for hallucinated data, generic or repetitive phrasing, unearned certainty, copied text, implicit bias, inaccurate comparisons, unsupported superlatives, faulty chronologies, conflicting numerical data, fabricated quotes, jurisdictional misstatements, unnatural attributions, omitted disclosures, promotional bias, and content designed primarily for search engine manipulation rather than reader value.
Drafts produced using corporate PR materials often retain the source entity’s inherent perspective and must not be published as independent analysis without primary reporting and review.
Translation and Transcription
Automated translation tools may assist initial comprehension, but material translations must be reviewed by a qualified speaker of the target language or processed through a risk-proportionate validation workflow. Heightened review is required for legal terminology, medical data, political speeches, disputed statements, culturally nuanced language, names, official titles, and safety-critical guidance. Automated translation never increases the certainty of a statement or overrides qualifications present in the original text.
Automated audio transcription must be validated against raw audio files whenever a quote is central to the report, disputed, technically detailed, legally sensitive, difficult to hear, or potentially damaging to personal reputation. Automated transcripts are never assumed to be flawless records.
Data Analysis and Coding
When AI assists with data extraction, classification, pattern identification, or code development, the research documentation must record the source dataset, exclusion criteria, field labels, material prompts or instructions, software models used, validation samples, error rates, manual review steps, underlying assumptions, step-by-step reproducibility, known model biases, system versioning, dates, and analytical limits. Automated scores or classifications must not be framed as objective truth simply because they were generated by an algorithm.
AI-generated code may introduce security flaws, logical bugs, deprecated methods, invalid dependencies, privacy vulnerabilities, licensing conflicts, or unstated assumptions. Any code central to an article’s technical findings must be reviewed and tested by a qualified domain expert. A technical conclusion will never be published simply because an AI-generated script produced an expected output.
Synthetic Images
Synthetic editorial images must be labeled whenever a reader could reasonably mistake them for documentary photojournalism. SafestApps strictly prohibits generating or publishing synthetic images that deceptively portray a real individual engaging in wrongdoing, making statements, attending events, endorsing products, sustaining injuries, participating in explicit conduct, engaging in political activities, or appearing in locations they did not visit.
Illustrative synthetic images may be used for abstract concepts provided the image, caption, and page context clearly signal its illustrative nature. Appropriate labeling must be preserved if the image is shared across external platforms where feasible.
Synthetic Audio, Voice, and Video
Synthetic or cloned voices introduce substantial impersonation risks and are never used to imply that a real person recorded or approved specific words. Any deployment of a real individual’s cloned voice requires an ethical, lawful basis and prominent public disclosure.
Generated or materially altered video content must never be presented as authentic footage. Accompanying disclosures must explain what elements were generated or modified, whether real individuals are depicted, if the scene represents a reconstruction, what primary evidence supports the representation, and why the approach was required.
Visual or audio reconstructions must draw directly from verified evidence, such as authenticated timelines, official records, photography, geolocation data, witness statements, mapping, or physical measurements. Uncertain details must not be presented as confirmed facts, and reconstructions must never be described as original footage.
Detection and Reporting on AI
Synthetic media detection platforms serve as analytical aids but are not infallible. SafestApps distinguishes between confirmed synthetic assets, verified digital tampering, expert technical assessments, automated detection flags, platform-level tags, unresolved suspicions, and routine digital editing. A person will never be accused of distributing deepfakes based solely on an automated detection score.
Journalistic coverage of AI systems must maintain strict distinctions between product demonstrations and deployed real-world performance, synthetic benchmarks and operational usage, corporate claims and independent evaluation, model outputs and verified real-world results, complete automation and human-in-the-loop assistance, pattern generation and actual comprehension, laboratory findings and commercial availability, and planned features versus functioning software. Technical descriptors like intelligent, autonomous, reasoning, conscious, unbiased, secure, and human-level must never be adopted uncritically.
Confidentiality and Personal Data
Confidential, personal, legally privileged, embargoed, unpublished, or security-sensitive data must never be entered into third-party AI platforms without explicit authorization and a thorough assessment of provider retention policies, model training practices, contractual safeguards, administrative access, international data transfers, deletion options, source protection protocols, and operational necessity. Public consumer AI tools must never be treated as secure confidential workspaces.
AI usage involving personal data must remain strictly lawful and necessary. Heightened safeguards apply to minors, biometric data, facial recognition systems, inferred traits, user profiling, re-identification risks, and automated decision-making. Automated inferences must not be presented as confirmed personal facts without primary evidence and a compelling public-interest justification.
Copyright and Commercial Content
AI-assisted content creation presents complex copyright, licensing, personality right, and attribution considerations. Authors must confirm that source materials are legally cleared, that model outputs do not infringe on protected intellectual property, that tool terms of service do not conflict with publishing rights, that individual likenesses are not misused, and that all necessary credits and licenses are documented.
Commercial and sponsored content utilizing AI technologies must adhere to these identical standards. Commercial partners and sponsors may not use AI tools to generate fake testimonials, construct fictitious expert endorsements, simulate product testing, publish synthetic customer reviews, deploy undisclosed virtual endorsers, display altered before-and-after imagery, manipulate evidence, or publish deceptive political messaging.
Automated Moderation and Recommendations
If SafestApps deploys reader comments, user account systems, or personalized content recommendations, automated management tools remain subject to human oversight. High-impact decisions—such as account suspensions, removal of legal commentary, harassment findings, impersonation determinations, political content restrictions, or appeal outcomes—will never rely exclusively on automated classification systems. Meaningful explanations and manual review options will be provided where appropriate.
Corrections and Contributor Declaration
Errors stemming from AI use will be addressed under our Corrections and Updates Policy. Formal corrections will be issued for fabricated citations, mistranslated quotations, misidentified individuals, inadequately labeled synthetic images, flawed automated analysis, synthetic assets presented as real media, model-generated errors, or missing disclosures. Major structural failures may warrant article retractions and public editorial explanations.
Contributors must declare any material AI usage prior to publication, detailing the tools used, operational purpose, generated material, verification steps taken, confidential data exposed, synthetic media created, intellectual property rights reviewed, and known analytical limitations. Deliberate concealment of AI use may result in submission rejection, formal corrections, retractions, or contract termination.
Contact Information
Inquiries regarding our AI practices may be sent to editorial@safestapps.com. Reports concerning undisclosed synthetic media or AI-generated factual errors should be directed to corrections@safestapps.com. Formal complaints can be submitted to complaints@safestapps.com.
