Marktechpost

JULY 27, 2024

Large language models (LLMs) are used in various applications, such as machine translation, summarization, and content creation. However, a significant challenge with LLMs is their tendency to produce hallucinations—statements that sound plausible but are not grounded in factual information. This issue affects the reliability of AI-generated content, especially in domains requiring high accuracy, such as medical and legal documents.

Large Language Models 64

Large Language Models Natural Language Processing BERT AI 64

Marktechpost

JULY 27, 2024

In a groundbreaking achievement, AI systems developed by Google DeepMind have attained a silver medal-level score in the 2024 International Mathematical Olympiad (IMO), a prestigious global competition for young mathematicians. The AI models, named AlphaProof and AlphaGeometry 2, successfully solved four out of six complex math problems, scoring 28 out of 42 points.

Continuous Learning 64

Continuous Learning Algorithm ML AI Modeling 64

Marktechpost

JULY 27, 2024

Large Language Models (LLMs) can improve their final answers by dedicating additional computer power to intermediate thought generation during inference. System 2 strategies are used in this procedure to mimic intentional and conscious reasoning. Many more System 2 strategies, such as Rephrase and Respond, System 2 Attention, and Branch-Solve-Merge, have been proposed since the introduction of the Chain-of-Thought method.

Artificial Intelligence 59

Artificial Intelligence Artificial Intelligence Large Language Models LLM 59