Unverified50% confidenceOpinionExact time
OpenAI's models have issues such as model hallucinations, logical flaws, and output instability in practical applications.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/11/2026
First Seen
Valid until: 12/10/2026
Sources
Related Entities
Related Claims
UnverifiedOpenAI's research shows that even the most advanced models still produce 'hallucinations' in multi-step mathematical reasoning, generating derivation steps that appear plausible but are actually incorrect.79% similarUnverified模式坍缩是生成模型领域的经典难题，指模型对同一开放性问题反复给出高度雷同的答案71% similarUnverifiedAhmad Awais proposed a deterministic pattern he calls "Tool Confusion," arguing that the problem with open-source models lies not in the models themselves but in the tool-calling layer.71% similarUnverifiedOpenAI的模型倾向于有用性优先、更激进地完成功能实现，而Anthropic的Claude系列在RLHF基础上增加宪法约束，更倾向于指出潜在风险和问题71% similarUnverified该系统采用模型无关（Model-Agnostic）设计，可接入 OpenAI、通义千问、智谱 GLM、DeepSeek 或本地部署的 Llama、Mistral 等模型70% similar
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