Deep Reasoning Remains Out of Reach for Current AI Models

Critical analysis questions the deep reasoning capabilities of artificial intelligence models currently available in the market. While GPT5 has shown some progress, its performance falls significantly short of what experts require to solve problems at specialist and researcher level. The assessment also challenges common claims about AI models achieving doctoral-level competence, advocating for skepticism toward such assertions in the current landscape.