![]() Here’s that example: summarize the text delimited by ``` ![]() I have just one complaint: the brief coverage of prompt injection (4m30s into the “Guidelines” chapter) is very misleading. It walks through fundamentals of prompt engineering, including the importance of iterating on prompts, and then shows examples of summarization, inferring (extracting names and labels and sentiment analysis), transforming (translation, code conversion) and expanding (generating longer pieces of text).Įach video is accompanied by an interactive embedded Jupyter notebook where you can try out the suggested prompts and modify and hack on them yourself. The new interactive video course ChatGPT Prompt Engineering for Developers, presented by Isa Fulford and Andrew Ng “in partnership with OpenAI”, is mostly a really good introduction to the topic of prompt engineering. ChatGPT Prompt Engineering for Developers This is very easily defeated, as I’ll demonstrate below. The simplest of those is to use delimiters to mark the start and end of the untrusted user input. There are many proposed solutions, and because prompting is a weirdly new, non-deterministic and under-documented field, it’s easy to assume that these solutions are effective when they actually aren’t. As I pointed out last week, “if you don’t understand it, you are doomed to implement it.” ![]() The best we can do at the moment, disappointingly, is to raise awareness of the issue. Prompt injection remains an unsolved problem. JS Graphics JS Graphics JS Canvas JS Plotly JS Chart.js JS Google Chart JS D3.Delimiters won’t save you from prompt injection five days ago JS vs jQuery jQuery Selectors jQuery HTML jQuery CSS jQuery DOM JS JSON JSON Intro JSON Syntax JSON vs XML JSON Data Types JSON Parse JSON Stringify JSON Objects JSON Arrays JSON Server JSON PHP JSON HTML JSON JSONP ![]() JS AJAX AJAX Intro AJAX XMLHttp AJAX Request AJAX Response AJAX XML File AJAX PHP AJAX ASP AJAX Database AJAX Applications AJAX Examples JS Web APIs Web API Intro Web Forms API Web History API Web Storage API Web Worker API Web Fetch API Web Geolocation API JS Browser BOM JS Window JS Screen JS Location JS History JS Navigator JS Popup Alert JS Timing JS Cookies JS HTML DOM DOM Intro DOM Methods DOM Document DOM Elements DOM HTML DOM Forms DOM CSS DOM Animations DOM Events DOM Event Listener DOM Navigation DOM Nodes DOM Collections DOM Node Lists JS Async JS Callbacks JS Asynchronous JS Promises JS Async/Await JS Classes Class Intro Class Inheritance Class Static JS Functions Function Definitions Function Parameters Function Invocation Function Call Function Apply Function Bind Function Closures JS Objects Object Definitions Object Properties Object Methods Object Display Object Accessors Object Constructors Object Prototypes Object Iterables Object Sets Object Maps Object Reference JS Tutorial JS HOME JS Introduction JS Where To JS Output JS Statements JS Syntax JS Comments JS Variables JS Let JS Const JS Operators JS Arithmetic JS Assignment JS Data Types JS Functions JS Objects JS Events JS Strings JS String Methods JS String Search JS String Templates JS Numbers JS BigInt JS Number Methods JS Number Properties JS Arrays JS Array Methods JS Array Sort JS Array Iteration JS Array Const JS Dates JS Date Formats JS Date Get Methods JS Date Set Methods JS Math JS Random JS Booleans JS Comparisons JS If Else JS Switch JS Loop For JS Loop For In JS Loop For Of JS Loop While JS Break JS Iterables JS Sets JS Maps JS Typeof JS Type Conversion JS Bitwise JS RegExp JS Precedence JS Errors JS Scope JS Hoisting JS Strict Mode JS this Keyword JS Arrow Function JS Classes JS Modules JS JSON JS Debugging JS Style Guide JS Best Practices JS Mistakes JS Performance JS Reserved Words
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