ARSHIF ATLAS

Evidence analysis, editorial provenance, pattern discovery, and local discernment. The system organizes observations and uncertainty; it does not decide guilt, deception, plagiarism, or truth.

Sovereign Local Beta · v3.0

Case Profile

Material to Analyze

Paste a conversation, paper, speech, interview, notes, or document excerpt. Speaker labels such as “Alex:” or timestamps improve conversation parsing.

Sensitive or legally protected information should be handled according to applicable law and organizational policy. Web provenance searches transmit only the selected phrase to the chosen search engine.

Concern-Supporting Evidence

Protective / Reducing Evidence

Editorial Fingerprint

Alternative Interpretations

Add Evidence

Evidence Ledger

Extracted Claims

ClaimSpeakerStatusAction

Timeline

Distinctive Phrase Finder

The local engine proposes uncommon-looking phrases from the current source. Review before searching.

Manual Search


Record Search Finding

Run an analysis to generate a report.

How the Local AI Works

1. Parsing

Separates messages, speakers, sentences, questions, emojis, and probable quoted blocks.

2. Evidence Extraction

Finds behavioral, protective, editorial, specificity, urgency, money, secrecy, and verification signals.

3. Claim Memory

Extracts first-person claims and stores them for later comparison and human review.

4. Adaptive Feedback

User feedback adjusts local category weights. It does not train a remote model.

5. Monte Carlo Uncertainty

Produces reproducible uncertainty ranges around evidence-based scores using a content-seeded simulation.

Interpretation Guardrails

A high signal score is not proof of plagiarism, fraud, dishonesty, criminal conduct, authorship, or factual falsity. It indicates that the material deserves closer review.
  • Common phrases should not be treated as plagiarism.
  • Writing-style shifts can arise from editing, translation, disability, collaboration, stress, or AI assistance.
  • Inconsistencies may reflect context, memory, changing circumstances, or transcription errors.
  • Public-speech claims require authoritative source verification.
  • Investigative use must respect due process, privacy, and lawful evidence handling.