搜索可能是符号过程,支持神经符号混合模型
Gary Marcus分享新观点,解释搜索为何可能是符号过程,这对理解LLM局限性很有启发。
Gary Marcus指出搜索过程可能涉及符号操作,这为神经符号混合模型提供了新证据。Burkov建议将此观点扩展到LLM生成全新结果的场景。当处理无人涉足的任务时,LLM产生误导性结果的频率反映了其局限性。
search is presumably symbolic so this is another bit of evidence in favor of neurosymbolic hybrids. BURKOV @burkov Extrapolate this into any kind of LLM-produced result for which no human-made information exists, and you will get the percentage of time you are fooled by the LLM when working on something no one else has worked on. 🔗 View Quoted Tweet 💬 0 🔄 0 ❤️ 0 👀 4 ⚡