Tag
An open-source checklist of AI giveaway words/phrases to help marketers and writers humanize AI-assisted content.
This paper evaluates 15 machine-generated text detection models across six systems and multiple datasets, finding high variance in model rankings based on dataset and metric choices, with poor performance on novel human-written texts in high-risk domains. The authors highlight that methodological choices in evaluation are critical for accurately reflecting model performance.
Deezer reports that 44% of all new music uploaded to its platform is AI-generated, amounting to nearly 75,000 tracks per day, though consumption remains low at 1-3% of total streams with 85% flagged as fraudulent. The surge highlights growing challenges for streaming platforms in managing AI content and protecting artists' rights.
An analysis arguing that the optimal balance for AI-assisted writing is around 50% AI and 50% human input, where AI handles structure and organization while humans provide voice, judgment, and editorial control. The author contends that 100% AI reads as slop while 0% AI leaves capability on the table, and that meaningful AI assistance requires genuine expertise, strong structure, and distinctive human voice.
Self-published books surged 40% year-over-year in 2025 (2.5M to 3.5M), with AI detection tools flagging a corresponding 40% increase in AI-written content, showing nearly 20% of sampled novels contain substantial AI-generated text.
Google DeepMind introduces Backstory, an experimental AI tool built on Gemini that helps users verify image authenticity and context by detecting AI-generation, tracking usage history, and identifying digital alterations.
Google announced SynthID Detector, a verification portal that identifies AI-generated content across images, audio, video, and text by detecting imperceptible SynthID watermarks embedded in media created with Google's AI tools. The platform is rolling out to early testers with plans for broader availability to journalists, media professionals, and researchers.
OpenAI announces DALL·E 3 is now available in ChatGPT Plus and Enterprise, featuring improved image quality, better text/hand/face rendering, and enhanced prompt adherence through training on improved captions. The release includes multi-tiered safety systems, artist style protections, and an internal provenance classifier for detecting AI-generated images with >99% accuracy.
OpenAI has released a preliminary AI text classifier designed to help identify AI-written content, with a focus on supporting educators, journalists, and misinformation researchers. The tool comes with acknowledged limitations and is accompanied by an educational resource for teachers on ChatGPT's uses and constraints.