Tag: evaluation methodologies
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OpenAI : Why language models hallucinate
Source URL: https://openai.com/index/why-language-models-hallucinate Source: OpenAI Title: Why language models hallucinate Feedly Summary: OpenAI’s new research explains why language models hallucinate. The findings show how improved evaluations can enhance AI reliability, honesty, and safety. AI Summary and Description: Yes Summary: The text discusses OpenAI’s research on the phenomenon of hallucination in language models, offering insights into…
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Slashdot: Salesforce Study Finds LLM Agents Flunk CRM and Confidentiality Tests
Source URL: https://yro.slashdot.org/story/25/06/16/2054205/salesforce-study-finds-llm-agents-flunk-crm-and-confidentiality-tests Source: Slashdot Title: Salesforce Study Finds LLM Agents Flunk CRM and Confidentiality Tests Feedly Summary: AI Summary and Description: Yes Summary: A recent Salesforce study highlights significant limitations of LLM-based AI agents in real-world CRM tasks, achieving only 58% success on simple tasks and 35% on multi-step tasks. The findings indicate a…
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Hacker News: Show HN: Factorio Learning Environment – Agents Build Factories
Source URL: https://jackhopkins.github.io/factorio-learning-environment/ Source: Hacker News Title: Show HN: Factorio Learning Environment – Agents Build Factories Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces the Factorio Learning Environment (FLE), an innovative evaluation framework for Large Language Models (LLMs), focusing on their capabilities in long-term planning and resource optimization. It reveals gaps…