AI has surpassed human performance on benchmarks like image classification, visual reasoning, and English understanding, but lags on more complex tasks. The costs of large language models have grown astronomically, with a lack of responsible AI standards in the industry.
Two-thirds of new large language models in 2023 were open-source, but top-performing models were from industry players with closed systems. Gemini Ultra achieved human-level performance on MMLU benchmark, indicating advancements despite rising costs.
#generative-ai #productivity-growth #ai-development-skills #large-language-models #responsible-ai-practices
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