Goostman, a chatbot, passes the Turing Test, with 1/3 of judges believing that Eugene is human 6/18: OpenAI releases GPT-1, the first of their large language models 6/20: OpenAI releases vs. 2023 (1 year) AI Development Trending = Unprecedented41 AI Performance = In 2024… Surpassed Human Levels of Accuracy & Realism, per Stanford HAI AI System Performance on MMLU Benchmark Test – 2019-2024 knowledge and problem-solving in large language models. 89.8% is the generally-accepted benchmark for human performance. Stats above show average accuracy of top-performing AI models in each calendar year.

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

已经实现了名为 fly 方法的类型 Human 上实现这两个 trait。每一个 fly 方法都进行了不同的 操作： 文件名：src/main.rs trait Pilot { fn fly(&self); } trait Wizard { fn fly(&self); } struct Human; impl Pilot for Human { fn fly(&self) println!("This is your captain speaking."); } } impl Wizard for Human { fn fly(&self) { println!("Up!"); } } impl Human { fn fly(&self) { println!("*waving arms furiously*"); fly 方法，并在直接定义有 fly 方法的 Human 类型上实现 这两个 trait 当调用 Human 实例的 fly 时，编译器默认调用直接实现在该类型上的方法，如示例 20-18 所 示。 文件名：src/main.rs 480/562Rust 程序设计语言 简体中文版 fn main() { let person = Human; person.fly(); }

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression

primary purposes: to take advantage of Julia's powerful multiple-dispatch mechanism, to improve human readability, and to catch programmer errors. Describing Julia in the lingo of type systems, it is: expanded to interpolate the value of the argument into the final expression: julia> @sayhello("human") Hello, human We can view the quoted return expression using the function macroexpand (important note: macros): julia> ex = macroexpand(Main, :(@sayhello("human")) ) :(Main.println("Hello, ", "human")) julia> typeof(ex) Expr We can see that the "human" literal has been interpolated into the expression