主题演讲 - 语法是理解的架构没有它人工智能就会误读世界.pdf

1、1/18Grammar is the Architecture of UnderstandingGrammar is the architecture of meaning.2/18Third GradeMs.Greer taught us how to dissect a sentence.Subject,predicate,object.That was the moment I fell in love with grammar.Every language has a grammarAnd every grammar encodes cultural context:how knowl

2、edge is shared,how respect is expressed,how relationships are structured.3/18Use keys or click to navigate4/18Lets eat Grandma.Lets eat,Grandma.The comma indicates youre speaking to grandma,inviting her to eat.Without the comma,the sentence suggests eating grandma.4/18The students,who were late,miss

3、ed the exam.All the students were late and,because of that they missed the exam.Only the late students missed the exam,while others(on time)did not The students who were late missed the exam.The Problem w LLMsWhen AI mishandles grammar,it mishandles the world.5/18Use keys or click to navigate90%Almo

4、st 90 percent of training tokens come from English and a handful of high-resource languages.6/187/18Use keys or click to navigateWeve seen this beforeWeve seen this beforeThe 1970s:Whole Language Learning8/18The theory was flawedWithout explicit instruction,many children never learned the structures

5、 they needed to decode text.Literacy rates dropped.Early 2000sSouthern Africa.Central America.9/18Use keys or click to navigate10/18What if the school could live on that device?A complete K12 education that could travel in your pocket.A complete K12 school that can travel in the palm of your hand11/

6、18Use keys or click to navigateMASiThe first AI-powered multilingual K12 schoolWe couldnt rely on prediction.12/18The low-resource language problemEncode grammar directly.A New Framework13/18Use keys or click to navigateA New ArchitectureTreat grammar as archi