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o3-pro may be OpenAI’s most advanced commercial offering, but GPT-4o bests it
Unlike general-purpose large language models (LLMs), more specialized reasoning models break complex problems into steps that they ‘reason’ about, and show their work in a chain of thought (CoT) process. This is meant to improve their decision-making and accuracy and...
Public cloud becomes a commodity
Since the dawn of the public cloud era, the narrative has focused on disruption and innovation. The Big Three providers (Amazon Web Services, Microsoft Azure, and Google Cloud) have commanded center stage by captivating customers and analysts alike with their...
LLMs aren’t enough for real-world, real-time projects
The major builders of large language models (LLMs)—OpenAI, DeepSeek, and others—are mistaken when they claim that their latest models, like OpenAI’s o-series or DeepSeek’s R1, can now “reason.” What they’re offering isn’t reasoning. It’s simply an advanced text...