Selfprogramming software
0 likes89 views
The document presents the concept of self-programming, highlighting AI technologies that enable computers to generate applications through natural language interaction. Key components discussed include artificial intelligence, machine learning, and tools like Visual Studio and AIML for dynamic code execution. The document also explores practical use cases, particularly focusing on an AI-based personal assistant named Viki.
Selfprogramming software
- 1. Silicon Mountain Conference Buea , 2016 Patrick MVENG | @adelphepatrick Startup LaunchPad member by Google’s Developers Founder of VIKI #SelfProgramming
- 2. AGENDA What’s selfprogramming ? Key Concepts Use cases Opened questions
- 3. “Computers that learn in unsupervised ways and don't need to be told what to do in advance is the next phase of computer science” Steve Wozniak , Apple co-founder What is Selfprogramming ?
- 4. This presentation describes AI-based technology capable to generate new applications from natural language interaction It is possible for a computer to write its own applications ? Selfprogramming
- 5. Key concepts Artificial Intelligence Machine Learning Natural Language Processing Neural Network Parallel Programming Regular expressions Parser Hidden Markov Model
- 6. Technologies & Tools Visual Studio 2012 ou Android Studio ,Net Framework C# ou Java Regex Library TaskParallel Library AIML ( Artificial Intelligence Markup Language )
- 7. VIKI : The Artificial Intelligence
- 8. Architecture : VIKI Agent Actuators : Screen , Mouse , Speaker , … Sensors : Keyboard, Mouse , Text , WebCam, Mic , …
- 9. Architecture : Machine Learning
- 10. Regular expressions ( Parser ) : ^(|.*?b|.*?s)Whatb.+?bisb. +?byourb.+?bname(|b.*?|s .*?)$ <?xml version="1.0" encoding="ISO-8859-1"?> <aiml version="1.0"> <category> <pattern>increment j</pattern> <template> <think><set name=“j">variable</set></think> j++ </template> </category> </aiml> Predictive rules with AIML
- 11. /// <summary> /// Classe pour la compilation et l’exécution dynamique du code généré /// </summary> public class CSharpCompiler { public bool Compile()//true if successful { bool success; this.AssembleCode();//convert the data structures to this.code //compile class into assembly CSharpCodeProvider codeProvider = new CSharpCodeProvider(); ICodeCompiler compiler = codeProvider.CreateCompiler(); return success; }//Compile() } Use Case 1 : #selfprogramming
- 12. Use case 2 : VIKI : AI-based personal assistant JAVA on Android Studio 8 public void neuron_speakOut(String text) { tts=new TextToSpeech( this, new TextToSpeech.OnInitListener() { @Override public void onInit(int status) { if(status != TextToSpeech.ERROR) { int result = tts.setLanguage(Locale.US); if (result == TextToSpeech.LANG_MISSING_DATA || result == TextToSpeech.LANG_NOT_SUPPORTED) { lmessage_viki = "This Language is not supported"; Log.e("TTS", lmessage_viki); //Toast.makeText(this, lmessage_viki , Toast.LENGTH_LONG).show(); } } } }); tts.speak(text.toString(), TextToSpeech.QUEUE_FLUSH, null); } Natural language Interaction App that learns from few behaviors and generate new knowledge , new behaviors in unknown situations.