We show that LLMs - Gemma 3, GPT4o and o1-preview - exhibit a pronounced choice-supportive bias that reinforces and boosts their estimate of confidence in their answer, resulting in a marked resistance to change their mind.
"Nvidia's multi-million-token context window is an impressive engineering milestone, but for most companies, it's a solution in search of a problem," said Wyatt Mayham, CEO and cofounder at Northwest AI Consulting. "Yes, it tackles a real limitation in existing models like long-context reasoning and quadratic scaling, but there's a gap between what's technically possible and what's actually useful."
Mistral Medium 3 is designed for efficiency without sacrificing performance and offers competitive pricing for enterprise users, making it ideal for various business applications.
