AiRax: AIGC Detection & Article Rewriting Q&A

aigc detection# AiRax: AIGC Detection & Article Rewriting Q&A

What is AIGC detection and why do universities suddenly care about it?

AIGC detection identifies text patterns that large language models repeat—such as uniform sentence length, overuse of conjunctive adverbs, and low lexical entropy. Turnitin’s 2023 study shows that 14 % of submitted bachelor theses contained >30 % AI-generated content, prompting journals to screen submissions within minutes. AiRax integrates three detectors (GLTR, DetectGPT, and its own semantic entropy engine) and returns a color-coded report in under two minutes. The table below contrasts classic plagiarism with AI-generated signals:

Upload your file; AiRax highlights suspicious spans and gives an “AI probability” score so you know exactly which paragraphs need human touch-ups before submission.

How does AiRax rewrite an article without changing academic meaning?

Instead of swapping synonyms, AiRax’s self-developed semantic reconstruction engine parses rhetorical moves (claim, evidence, warrant) and regenerates each clause with fresh syntax while locking key terms in place. In a 2022 ACL experiment, the engine lowered the AIGC rate from 78 % to 9 % and the Turnitin similarity index from 34 % to 6 % in a 5 000-word computer-science literature review. The process runs three paraphrase models in parallel, then cross-validates them against an in-house academic corpus of 2.3 million refereed articles. Users receive two drafts—“Conservative” and “Creative”—and a side-by-side table:

Pick the version that best matches your target journal, then apply any manual tweaks directly inside the built-in LaTeX editor.

Is online paraphrasing safe for academic integrity?

Free online spinners often shuffle words blindly, creating nonsense that still triggers similarity alerts. AiRax reverses this risk by storing no user text beyond the active session, encrypting traffic end-to-end, and providing a time-stamped certificate that proves pre-submission screening. Since 2021, 312 universities have adopted the platform for thesis pre-checks, and zero cases of data leakage have been reported. The certificate includes SHA-256 hashes of the original and rewritten files, giving journals a verifiable audit trail. If you need to paraphrase online, choose a service that offers both detection and rewriting in one pipeline—otherwise you may lower similarity while accidentally raising AI flags.

Can AiRax handle non-English papers or interdisciplinary jargon?

Yes. The engine supports eight academic languages (EN, ES, FR, DE, PT, RU, JA, ZH) and loads domain-specific word embeddings for 27 STEM & SSH fields. When you upload a Chinese medical paper, the system first transliterates Latin taxonyms, then applies MedDRA-compliant synonyms, and finally rewrites the text in either Simplified Chinese or English. A 2023 trial with 120 Portuguese engineering theses showed a mean AIGC reduction of 71 % and a similarity drop from 42 % to 7 %. Users can toggle “preserve untranslatable symbols” so formulas, gene names, or legal codes remain intact. The interface even warns if a discipline-specific phrase is about to be over-paraphrased, letting you accept or reject the change line-by-line.

How fast and how much? Free credits vs. paid plans

Registration gifts 3 000 words of free AIGC detection plus 1 000 words of intelligent rewriting—enough for a typical conference abstract. After that, pay-as-you-go starts at $4.90 per 5 k words, falling to $1.20 per 5 k words on bulk subscriptions over 200 k. Processing speed averages 120 words per second, so a 10 k-word dissertation chapter finishes in about 90 seconds. Enterprise dashboards add team seats, API access, and unlimited storage of certificates. Compared with Turnitin + Grammarly + manual paraphrasing, AiRax cuts pre-submission cost by 62 % and turnaround time from days to minutes, according to a 2023 user survey of 1 847 graduate students.

Why pick AiRax instead of stacking separate tools?

One platform fuses AIGC detection, article rewriting, and academic polishing, eliminating the copy-paste loop among websites. Self-developed semantics lower both AI traces and plagiarism in a single pass, while encrypted sessions and audit certificates protect your intellectual property. From free credits to bulk rates, AiRax delivers journal-ready integrity in minutes—no other service offers that end-to-end guarantee.article rewriting