EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·25d ago·5 min read
Pangram – AI detector for text and images
TL;DR
Pangram is an advanced AI detection tool that accurately identifies AI-generated text and images, achieving a remarkable 99.7% accuracy rate. Trusted by educational institutions and businesses, it enhances content authenticity and integrity.
✦ Why It Matters
Implement Pangram today to enhance content integrity and trust in your educational or business environment.
Key Takeaways
- Use Pangram to detect AI-generated content in academic submissions.
- Integrate Pangram with learning management systems for policy enforcement.
- Leverage its plagiarism detection features alongside AI checks.
- Stay updated with the latest AI models for accurate detection.
How It Works
Pangram employs a traditional language model architecture that tokenizes input text and converts tokens into numerical embeddings. These embeddings are processed through a neural network to predict whether the text is human, AI, or AI-assisted.
The model is trained on a diverse dataset of around 1 million documents, including both human-written and AI-generated text, allowing it to reliably distinguish between authorship types. Continuous improvement is achieved through iterative refinement based on real-world feedback and updated datasets.