Research & coursework
For essays, sources, and academic drafts.
Review assistance without erasing authorship context
Pangram distinguishes between fully generated and AI-assisted writing. Use that extra context to find passages that need more of your own reasoning—not to chase a supposedly perfect score.
No score promises. Improve the writing, then make the final judgment yourself.
Your humanized text will appear here.
Detector guide library
Essays, published content, and multilingual drafts need different context. Pick a focused guide for the detector you plan to use—without fixed-score promises.
For essays, sources, and academic drafts.
For articles, client work, and publishing teams.
For everyday and multilingual writing checks.
How to read Pangram
Pangram describes document-level detection, segment analysis, and a separate signal for text that appears to have been edited or assisted by AI rather than generated in full.
That distinction makes the writing process important. Notes, drafts, source material, and substantive revisions explain authorship more clearly than a single probability can.
Keep in mindUse assistance signals to ask better questions about the draft—not to make an automatic authorship judgment.
Detector signalLocate patterns
Draft historyUnderstand authorship
Human reviewMake the decision
A better editing pass
These are writing decisions, not tricks. The aim is a draft that carries clearer evidence, context, and intent.
Save outlines, notes, source links, and earlier versions when the origin of the work matters.
↘Explain why the evidence supports this conclusion and where reasonable limits remain.
↘Reorder ideas, change emphasis, and add real observations instead of swapping isolated words.
↘Example · Course reflection
Illustrative rewrite only. This is not a Pangram test result, certification, or promised score.
The project provided valuable insights into effective teamwork and communication. It demonstrated the importance of collaboration, adaptability, and clear leadership in achieving successful outcomes.
Generic reflection · no evidence of learningOur first handoff failed because the research notes and final slides used different definitions of retention. I added a shared glossary before the second review, which cut the meeting from forty minutes to twelve.
Observed failure · specific corrective decisionNo fixed score promises
No. Results can vary with the passage, language, length, detector settings, thresholds, and product updates. Human-written text can be flagged, while AI-assisted text can be missed.
Not a promiseWe improve the writing—not manufacture a guaranteed detector score.
Responsible use
Use UltraHumanizer for drafts you are allowed to revise, to replace generic language with real context, or to review a possible false positive. Follow the rules set by your school, employer, publisher, or platform.
Questions, answered
Product-specific context, honest limits, and a responsible way to revise.
Pangram describes a separate capability for identifying passages that may have been edited with AI rather than generated entirely by a model. It remains a probabilistic signal that needs surrounding context.
Pangram presents document and segment analysis so reviewers can inspect which portions influenced the broader result. Read those passages in the context of the complete argument.
No. Keep accurate, natural language when it already serves the reader. Revise only where stronger reasoning, evidence, clarity, or personal context genuinely improves the work.
No. Pangram controls its own models, thresholds, and classifications. UltraHumanizer can revise writing patterns, but it cannot promise a score or ensure that a detector will classify a passage in a particular way.
No. A detector result is a statistical signal, not proof of authorship or misconduct. Review the draft, sources, revision history, and the rules that apply to the work before reaching a conclusion.
Use it to improve drafts you are allowed to edit, address possible false positives, and make wording more specific to your real experience. Keep your own reasoning and citations, disclose AI assistance when required, and never misrepresent authorship.
Turn repetitive, generic language into a clearer draft you can inspect, edit, and make your own.
Rewrite my draft