Editorial Policy

Aggregation with attribution

Byte Panorama is an aggregator and curation platform, not a republication service. We display story headlines and short original summaries where permitted, always name the original publisher and always link to the original article.

We respect robots.txt, publisher terms of use and API licensing conditions. We do not bypass authentication, paywalls, anti-bot systems or technical access controls. Sources that prohibit aggregation are removed promptly on request.

Original summaries and AI assistance

Summaries are written to add editorial value: they condense the essential facts, avoid reproducing the original text, and never invent details. When large language models are used, the model is instructed to rely only on the supplied excerpt and to avoid presenting speculation as established fact.

Every article page indicates whether a summary was produced with AI assistance. The original headline, publisher and source URL are retained for transparency and verification.

Accuracy and corrections

Accuracy is a process, not a claim. We review reported errors quickly and correct them with a visible note where possible. Because our summaries rely on the source material available at collection time, readers should consult the linked original article for full context and updates.

To request a correction, a source removal, or an attribution change, contact editor@bytepanorama.com.

Editorial independence

Advertising, sponsorship and commercial partnerships are kept separate from editorial judgement. We do not accept payment for favourable coverage. Sponsored material is labelled.