binoculars

免费的本地 AI 率 / AIGC 检测工具箱：拖入论文（PDF/DOCX/TXT）即出整篇 AI 生成占比与段落级高亮，并给出 AI 降重闭环。全程离线推理、论文不上传。9 项方法：SimpleAI 中文 / GLTR 困惑度 / Fast-DetectGPT / DetectGPT / Binoculars。Free, private, offline AI-text detector for theses.

A simple rangefinder having the Parkside PLEM-50-C3 laser telemeter, a pair of binoculars, an ILI9341 2.8 inch Display and 2x ESP32-CAM to measure distance exactly on the right spot.

A measuring instrument for text, not an AI detector. Estimates statistical signals of machine-generated language and reports them with measured false-positive rates, broken down by text category. Abstains when the evidence doesn't hold. Never asserts authorship. Runs entirely locally; Spanish calibrated first.

Local, full-logit AI text forensics and humanization toolkit. It scores markdown with observer/performer llama.cpp models (logPPL, logXPPL, B), surfaces chunk-aware hotspots and heatmaps, ranks rewrites, and ships CLI, desktop UI, Obsidian plugin, VS Code extension, and HTTP API (dev-grade) server with GUI test/demo harness.

mmagnifier turns your phone into a powerful handheld magnifier. Zoom in on text, labels, and fine detail. High-contrast color modes. Simple, large controls. Easy to use.

Mods, Scopes and other visuals, Tutorials, Scripts and everything that existed online for Sniper Elite 1 (PC)

Which sentences read as machine-written, not a verdict on who wrote it. Stylometry + perplexity + Binoculars, with the failure modes documented.

AI writing forensics for essays and reports. Shows which passages read as machine-written and why — not just a percentage. English + Greek, fully offline, Windows .exe.

Stress-testing AI-text detectors: Binoculars (zero-shot) vs TF-IDF/CNN/RoBERTa on 9,458 TuringBench human texts paired with Llama-2 generations, under decoding shifts and paraphrase attacks