econ-ai-detector
Open detector of AI-generated text in economics working papers (TF-IDF LR + DistilRoBERTa ensemble from the pangram-nber project)
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GITHUB · launched Sep 9, 2026 · 8 upvotes (top 88%) · 0 views
Niche: ai content detection software · 97 launches, 5 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Compliance & governance
- Prosumer
- AI-native
- Hobby / open-source project
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More like this: all 97 launches in ai content detection software →
Could you build this?
Partial Wrapping existing open-source models like DistilRoBERTa with TF-IDF and Logistic Regression is easy, but assembling and labeling a representative domain-specific dataset of economics preprints and AI variants requires specialized data collection and curation.
What it would actually take: The architecture requires Python/FastAPI, Hugging Face Transformers, and scikit-learn. The hard part is curating a verified, domain-specific evaluation and training corpus (e.g., matching NBER papers with counterfactual LLM rewrites) to calibrate classifier thresholds and minimize false positives on academic text. A practitioner needs knowledge of NLP fine-tuning and academic economics literature datasets.
Competitors
Other products that read as similar to this one : 3211 launches clear the similarity bar, closest 8 shown.
Attention rank: #2784 of 3212 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 315 days after the earliest competitor.
- detectorscope · github · 2026-10-24 · 199 upvotes · similarity 0.62
- Ateegnas · ph · 2026-11-08 · 2 upvotes · similarity 0.61
- Kibble · hn · 2026-09-13 · 6 upvotes · similarity 0.59
- Mnemonic Labs - OpenAI for Financial Markets · yc · 2026-11-13 · 35 upvotes · similarity 0.59
- snifftest · github · 2026-09-17 · 27 upvotes · similarity 0.59
- PaperLeet · github · 2026-10-13 · 14 upvotes · similarity 0.59
- slopXiv · ph · 2026-09-17 · 1 upvotes · similarity 0.58
- skills · github · 2026-09-19 · 160 upvotes · similarity 0.58
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