OpenAI GPT-4o

GPT-4o (“o” for “omni”) is the most advanced OpenAI model. It is multimodal (accepting text or image inputs and outputting text), and it has the same high intelligence as GPT-4 Turbo but is much more efficient—it generates text 2x faster and is 50% cheaper. Additionally, GPT-4o has the best vision and performance across non-English languages of any OpenAI model. 

Performance

As measured on traditional benchmarks, GPT-4o achieves GPT-4 Turbo-level performance on text, reasoning, and coding intelligence, while setting new high watermarks on multilingual, audio, and vision capabilities.

Limitations

• Accuracy: While GPT-4o can provide detailed and accurate responses, it may occasionally generate incorrect or nonsensical answers, particularly for highly specialized or obscure queries.

• Context: May struggle with maintaining context over extended conversations, leading to inconsistencies in long interactions.

• Bias: As it is trained on a large corpus of internet text, it may inadvertently reflect and perpetuate biases present in the training data.

• Creativity Boundaries: While capable of creative outputs, it may not always meet specific creative standards or expectations for novel and nuanced content.

• Ethical Concerns: Can be used to generate misleading information, offensive content, or be exploited for harmful purposes if not properly moderated.

• Comprehension: Might not fully understand or accurately interpret highly technical or domain-specific content, especially if it involves recent developments post-training data cutoff.

• Dependence on Prompt Quality: The quality and relevance of the output are highly dependent on the clarity and specificity of the input prompts provided by the user.

Citation

https://platform.openai.com/docs/models/gpt-4o