Understand the evidence gap
Read the briefs if you want the clearest explanation of why reconstruction from fragments is often not good enough.
Read the Briefs
Resources
Start with the problem, then use the tools.
These resources help explain why preserved records matter and how to think calmly about impact, evidence confidence, and review priority.
Paths
Choose what helps right now.
Think through a specific change
Use the Review Clarity Guide to frame impact, spread, urgency, and evidence confidence without guessing motive.
Open the GuideLearn the product direction
Project Aingeal is the first formal project under AuditTrace Labs and carries the product path for preserved context and clearer review.
Explore Project AingealReview Clarity Guide
A practical way to think through what changed and how urgently it may need review.
This guide scores the event and the available record. It does not score people.
A calmer way to sort the change.
Unresolved changeThe change should stay outside ordinary trust until it can be explained within scope.
Briefs
Useful first reads
Why Preserved Evidence Matters More Than Reconstruction
Why a record preserved near the moment of change is stronger than a story rebuilt later.
Reason to read: Start here if you want the core problem in plain English.
Read BriefIdentity Theft and the Reconstruction Problem
How account misuse and identity problems can leave people with visible damage but unclear source paths.
Reason to read: Read this if your concern starts with personal digital harm.
Read BriefCybercrime Scale and the Evidence Gap
Why scale is not only about incident volume, but about the weakness of records people must rely on afterward.
Reason to read: Read this for the wider case.
Read BriefCyberstalking and Digital Harassment Evidence Gap
Why scattered screenshots and memory often fail people when digital harm needs to be explained clearly.
Reason to read: Read this if pattern, timing, and context matter.
Read Brief