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Yann LeCun on Current AI Limitations
""Our current AI systems are not even close to having the common sense of a house cat.""
AI Hallucinations
LLMs can sometimes 'hallucinate,' meaning they generate plausible-sounding but incorrect or nonsensical information. Always verify critical information from LLM outputs.
Hallucination Phenomenon
LLM 'hallucinations' occur when models generate false or nonsensical information presented as factual. This happens because models predict plausible-sounding text rather than retrieving verified facts.
Context Window Awareness
Understand the context window limit of the model you are using. Information outside this window will be ignored. For long interactions, summarization or RAG is key.
Statistical Analysis Interpretation
Provide statistical results to an LLM and ask it to explain the findings in plain language, including practical implications and limitations.
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