Towards AI is a prominent publication focused on artificial intelligence and technology, co-founded by Roberto Iriondo, Denis Piffaretti, Louie Peters, and Louis-François Bouchard.

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In a recent article, author Ganesh Bajaj discusses the limitations of large language models (LLMs), particularly their struggles with reasoning and critical thinking.

Specific examples in the article illustrate how the GPT-4o model often fails to deliver correct responses without user guidance, highlighting its inconsistency.

The discussion emphasizes the need for critical evaluation of generative AI applications, as GPT-4o struggles with basic reasoning tasks.

Bajaj underscores the importance of guiding LLMs to achieve accurate conclusions, noting that their reliability hinges on the quality of their training.

While LLMs excel at providing solutions based on learned information, their difficulties with reasoning raise concerns about their trustworthiness in practical applications.

The article advocates for a critical assessment approach when developing generative AI solutions to ensure accurate and reliable outcomes.

Towards AI encourages its readers to explore further educational resources, including an advanced course on developing LLM applications available on their site.