Post by account_disabled on Nov 23, 2023 1:29:27 GMT -8
Generative AI has emerged as a transformative force in various industries, especially sales. and marketing. Generative AI is a subset of artificial intelligence that focuses on creating or generating content rather than just analyzing or processing data. It involves using machine learning (ML) algorithms, particularly deep learning models, to generate new data instances similar to existing data. Generative AI is already applied to various data types, including text, images, audio, and… code. Case in point: I researched this article utilizing Bard. I reworded much of the article using Grammarly. I generated the image of the robot writing code with Leonardo. My podcast now has intros and outros using Murf.
And almost all of my site’s recent theme development has been accomplished with the assistance of ChatGPT. Generative AI is now my favorite co-worker (don’t tell my actual coworkers). Recently, I was reading Meta’s launch of Code Llama, a large language model (LLM) that can use text prompts to generate and discuss code. Code Llama can generate code and natural language about code, from both code and Phone Number List natural language prompts. It can also be used for code completion and debugging. It supports many of the most popular programming languages used today, including Python, Bash and more. Facebook Pretty fascinating… Meta developed an API, then taught an LLM the API documentation and released libraries to write to the API in multiple languages.
Consider this: Humans created a programming language Humans created an API Humans trained an LLM to teach AI human language, code, and the API AI is used to interpret human questions and provide programming language to interface with the API So we have human to AI to human to platform translation here. At its core, it’s a chain of translations between humans and computers. And it made me curious… can we skip the middle altogether? Why not replace the formality of writing code specific to the constructs of an API altogether? What if you could simply write the request in your native tongue? Could generative AI eventually replace all Application Programming Interfaces (APIs) and Software as a Service (SaaS) platforms entirely? I realize that unstructured data like this could subject a platform to wildly erratic responses… today. But what happens as we perfect these LLMs in the future? I believe it’s a possibility that’s not too far in the future.
And almost all of my site’s recent theme development has been accomplished with the assistance of ChatGPT. Generative AI is now my favorite co-worker (don’t tell my actual coworkers). Recently, I was reading Meta’s launch of Code Llama, a large language model (LLM) that can use text prompts to generate and discuss code. Code Llama can generate code and natural language about code, from both code and Phone Number List natural language prompts. It can also be used for code completion and debugging. It supports many of the most popular programming languages used today, including Python, Bash and more. Facebook Pretty fascinating… Meta developed an API, then taught an LLM the API documentation and released libraries to write to the API in multiple languages.
Consider this: Humans created a programming language Humans created an API Humans trained an LLM to teach AI human language, code, and the API AI is used to interpret human questions and provide programming language to interface with the API So we have human to AI to human to platform translation here. At its core, it’s a chain of translations between humans and computers. And it made me curious… can we skip the middle altogether? Why not replace the formality of writing code specific to the constructs of an API altogether? What if you could simply write the request in your native tongue? Could generative AI eventually replace all Application Programming Interfaces (APIs) and Software as a Service (SaaS) platforms entirely? I realize that unstructured data like this could subject a platform to wildly erratic responses… today. But what happens as we perfect these LLMs in the future? I believe it’s a possibility that’s not too far in the future.