Top AI research labs have released sophisticated AI models and subsequent chatbots to cement their brand names in the ever-evolving landscape, which is honestly becoming difficult to keep up with. However, users often lodge complaints about these offerings, citing hallucinations or outrightly wrong responses to queries.
A research paper by Microsoft Research and Salesforce analyzed 200,000+ AI conversations from the most advanced Large Language Models (LLMs), including GPT-4.1, Gemini 2.5 Pro, Claude 3.7 Sonnet, o3, DeepSeek R1, and Llama 4, and revealed that these tools often get "lost in conversation" when tasks are broken into a natural, multi-turn conversation (via NeuroNad).
