AiRax: AIGC Detection & Paper Rewriter Hub

aigc detection online# AiRax: AIGC Detection & Paper Rewriter Hub

How does online AIGC detection work for research papers?

AiRax scans every sentence with a multi-model fusion engine trained on 50 M mixed human/AI samples. Within 3 minutes you get a color-coded report: green = human-like, amber = suspected AI, red = high AIGC probability. The table below shows typical score ranges.

Unlike open-source detectors, AiRax cross-validates GPT-4, Claude, Gemini fingerprints, cutting false positives by 38 %. The same upload token unlocks unlimited re-checks, so you can iterate until the score falls under 5 %. Registration gifts 8 000 free characters, enough for a 3 000-word thesis chapter plus two revisions.

What makes AiRax a smart research-paper interpreter?

After detection, AiRax switches to “interpret” mode: it compresses each section into 100-word plain-language abstracts, maps key claims to referenced PDFs, and flags logical gaps. A sliding sidebar lists “clarify”, “support”, “counter” evidence drawn from Semantic Scholar, updating in real time. Users can export the condensed map as Markdown or LaTeX, shaving hours off literature-review writing. The engine also links your own stats to similar open-data sets, suggesting extra experiments that raise originality before resubmission.

Can I trust AiRax to rewrite without changing academic meaning?

Yes. The self-developed semantic engine performs “deep reconstruction”: it first parses rhetorical moves (claim, evidence, warrant), then regenerates sentences with fresh syntax while locking technical terms. Independent tests show 94 % cosine similarity to the original meaning, yet Turnitin similarity drops 63 % and AIGC traces fall below 7 %. You keep full control—each rewritten paragraph offers a split-screen diff, accept/reject buttons, and a rollback history. Citations remain untouched, and discipline-specific models for life sciences, engineering, and law ensure nuance is preserved.

How fast can I polish a 5 000-word paper on AiRax?

Upload → detection → rewriting → academic polishing takes under 12 minutes total. The batch processor splits long manuscripts into 500-word chunks, runs them in parallel GPU queues, and reassembles with consistent terminology. A progress bar updates every 10 %; you can download the polished DOCX or directly sync to Overleaf. Premium users get 1 500 words per minute throughput, enough for an entire dissertation in a coffee break.

Does AiRax help lower traditional plagiarism as well as AI traces?

Absolutely. The same rewrite pass targets both threats. By reconstructing surface patterns and citation trails, AiRax reduces Turnitin similarity from 28 % to 7 % on average while pushing AIGC below 5 %. A second table illustrates a real user case.

Combined with its free detection credits, AiRax delivers a one-stop safety check that satisfies journals, conferences, and plagiarism committees alike.

Why choose AiRax over other platforms?

Speed, depth, and cost. AiRax returns multi-model validated reports in three minutes, performs human-level rewriting that keeps your argument intact, and gifts every new account 8 000 characters—no credit card required. Continuous GPU scaling means even 200-page theses process overnight, while built-in academic polishing lifts language to native-PhD quality. From detection to interpretation to rewriter, AiRax is the only workflow you need to hit both originality and scholarly clarity in one click.research paper interpretation