Tag #Deepseek

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lexpansion.lexpress.fr

🌐 85% Global Worthiness

Dec 11, 10:42

"AI Development Slowdown: Data Scarcity and Rising Costs Challenge the Scale Rule"

"OpenAI's latest AI model, Orion, failed to meet expectations, along with Google's Gemini and Anthropic's Claude 3.5 Opus, challenging the 'scale' rule in AI development; the limitations stem from the scarcity of high-quality data and increasing costs, leading to a shift towards strategic partnershi...

"AI Development Slowdown: Data Scarcity and Rising Costs Challenge the Scale Rule"

"OpenAI's latest AI model, Orion, failed to meet expectations, along with Google's Gemini and Anthropic's Claude 3.5 Opus, challenging the 'scale' rule in AI development; the limitations stem from the scarcity of high-quality data and increasing costs, leading to a shift towards strategic partnershi...

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Industry, Innovation, and Infrastructure

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"How are leading AI companies addressing the scarcity of high-quality training data, and what are the long-term implications of these strategies?"

"The slowing progress of leading AI companies like OpenAI, Google, and Anthropic challenges the long-held belief that increased computing power and data automatically lead to proportionally larger improvements in AI capabilities. This slowdown has significant implications for investment decisions, as the costs of training increasingly large models are escalating rapidly. The need to find and utilize high-quality data is paramount to future AI advancements.", "The challenge of finding high-quality data is critical because repetitive or biased content significantly reduces the performance of AI models. This scarcity is driving a shift in strategy, with companies like OpenAI investing in partnerships with content publishers to access exclusive, high-quality data sources. This approach is more expensive and time-consuming than simply scraping data from the web, but promises better results.", "While the cost and limitations of data acquisition are significant challenges, several innovative approaches are emerging. The "mixture-of-experts" method, which combines specialized sub-networks, appears to be a promising path. This approach allows for more efficient use of data and computational resources, and may overcome some limitations associated with simply scaling up model size."

forbes.com

🌐 85% Global Worthiness

Nov 29, 01:52

DeepSeek LLM Outperforms OpenAI, Anthropic Models

High Flyer Capital Management's DeepSeek R1-Lite-Preview LLM outperforms OpenAI and Anthropic models in chain of thought, logical inference, and mathematical reasoning, challenging US AI dominance and highlighting advancements in Chinese AI.

DeepSeek LLM Outperforms OpenAI, Anthropic Models

High Flyer Capital Management's DeepSeek R1-Lite-Preview LLM outperforms OpenAI and Anthropic models in chain of thought, logical inference, and mathematical reasoning, challenging US AI dominance and highlighting advancements in Chinese AI.

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Why is DeepSeek's superior performance in logical reasoning and mathematical tasks significant?

High Flyer Capital Management, a quantitative hedge fund, developed DeepSeek, a family of LLMs exceeding the performance of leading models from OpenAI and Anthropic in specific areas. The superior performance stems from DeepSeek's enhanced chain of thought capabilities and improved logical inference.

Showing 313 to 314 of 314 results