AI Detector by TextWhiz

AI Detector by TextWhiz is a specialized forensic linguistic platform engineered to differentiate between human-authored text and synthetic generations from high-parameter models including GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro. By 2026, the tool has evolved beyond simple probability mapping to include 'Stylometric Fingerprinting,' which analyzes syntactical rhythmic patterns and burstiness levels unique to human cognition. The architecture utilizes a multi-layer transformer ensemble that cross-references text against a proprietary database of known AI training signatures and evasion techniques (such as synonym swapping and structural shuffling). In the 2026 market, TextWhiz positions itself as an essential layer for SEO agencies and academic institutions, providing granular 'Human-Likelihood' heatmaps rather than binary true/false results. Its technical stack is optimized for low-latency inference, making it suitable for real-time API integrations in content management systems. The platform also addresses the 'AI-Watermarking' standards of 2026, attempting to identify invisible cryptographically embedded markers from major LLM providers.