https://cognaptus.com/tags/platform-trust/ Recent content in Platform Trust on Cognaptus Hugo -- 0.145.0 en-us Sat, 04 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-04-bots-that-talk-back-the-new-detection-arms-race-in-the-llm-era/ Sat, 04 Apr 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-04-04-bots-that-talk-back-the-new-detection-arms-race-in-the-llm-era/ TRACE-Bot shows why LLM-era bot detection needs account-level verification across language, behavior, profile metadata, and probabilistic AIGC traces—not another text-only detector.