Source standards
We prioritize primary material: vendor advisories, CVE records, project repositories, government notices, original research, and direct incident reports. Important claims should be cross-checked when independent evidence is available. Secondary reporting may provide context but does not replace the original source.
AI-assisted workflow
Automation and AI may help discover leads, compare sources, organize notes, and draft summaries. Published claims must remain traceable to cited material. We do not present generated quotations, invented facts, or unsupported vulnerability details as reporting.
Independence
Coverage is selected for relevance to defenders, security teams, and engineers. al-ice.ai does not accept payment in exchange for favorable coverage or guaranteed publication. Advertising and referral measurement do not determine editorial conclusions.
Corrections
Accuracy matters more than preserving an earlier version. If a material error is confirmed, we correct the article promptly and, where appropriate, explain what changed. Duplicate briefings are consolidated under one canonical URL rather than left to compete or confuse readers.
Report an issue
Send corrections, evidence, or source concerns through the contact page or open a GitHub issue. Include the article URL and the strongest available supporting source.