AI tools for academic writing are categorized into specialized generators, general-purpose chat models, search-focused models, and multimodal systems. Specialized platforms like Kamp and AI A24 are tailored to Russian academic standards, offering features like title page generation, bibliography management, and DOCX export.

Kamp provides a step-by-step workflow for creating reports up to 20 pages, with an average generation time of six minutes. It includes tools for drafting speeches and presentations. AI A24, integrated into the Avtor24 platform, offers similar structural assistance with additional features like plagiarism checking and access to human experts for complex tasks.

Study AI serves as an aggregator, providing access to multiple models including ChatGPT 5.6 Sol, Claude Fable 5.1, Qwen 3.8 Max, DeepSeek, and Grok 4.6 from a single account. This allows users to combine different strengths, such as using Perplexity for source verification or Qwen for analyzing images and lecture slides.

While AI models excel at structuring and summarizing information, they are prone to 'hallucinations' regarding specific dates, page numbers, and citations. Developers emphasize that all generated content must be manually verified against official academic requirements and source materials to ensure accuracy.