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The Hidden Risks of DeepSeek R1: How Large Language Models Are Evolving to Reason Beyond Human Understanding

Unite.AI

Renowned for its ability to efficiently tackle complex reasoning tasks, R1 has attracted significant attention from the AI research community, Silicon Valley , Wall Street , and the media. Yet, beneath its impressive capabilities lies a concerning trend that could redefine the future of AI.

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The Many Faces of Reinforcement Learning: Shaping Large Language Models

Unite.AI

In recent years, Large Language Models (LLMs) have significantly redefined the field of artificial intelligence (AI), enabling machines to understand and generate human-like text with remarkable proficiency. It then fine-tune the model to increase the probability of producing higher-ranked responses in the future.

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New AI training techniques aim to overcome current challenges

AI News

Reportedly led by a dozen AI researchers, scientists, and investors, the new training techniques, which underpin OpenAI’s recent ‘o1’ model (formerly Q* and Strawberry), have the potential to transform the landscape of AI development. Only then can AI models consistently improve.

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5 Best Large Language Models (LLMs) (September 2024)

Unite.AI

The field of artificial intelligence is evolving at a breathtaking pace, with large language models (LLMs) leading the charge in natural language processing and understanding. As we navigate this, a new generation of LLMs has emerged, each pushing the boundaries of what's possible in AI. Visit GPT-4o → 3.

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Top AI Models are Getting Lost in Long Documents

Unite.AI

The research team's findings show that even the most advanced AI models have trouble connecting information when they cannot rely on simple word matching. The Hidden Problem with AI's Reading Skills Picture trying to find a specific detail in a long research paper. Many AI models, it turns out, do not work this way at all.

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AI Learns from AI: The Emergence of Social Learning Among Large Language Models

Unite.AI

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP). This would require addressing significant challenges in coordination, privacy, and security.

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What the Masters app can teach us about large language models

IBM Journey to AI blog

For years IBM has been using cutting-edge AI to improve the digital experiences found in the Masters app. We taught an AI model to analyze Masters video and produce highlight reels for every player, minutes after their round is complete. We built models that generate scoring predictions for every player on every hole.