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| # Introducing Canvas | |
| ## What is Canvas? | |
| - A new interface for working with ChatGPT on writing and coding projects | |
| - Opens in a separate window, allowing collaboration on a project | |
| ## Better Collaboration with ChatGPT | |
| - Limited by chat interface when working on editing and revisions | |
| - Canvas offers a new interface for this kind of work | |
| ## How Does Canvas Work? | |
| - You control the project, directly editing text or code | |
| - Menu of shortcuts to ask ChatGPT to adjust writing length, debug code, etc. | |
| - Can restore previous versions of your work using the back button in canvas | |
| ## Writing Shortcuts in Canvas | |
| - Suggest edits: Inline suggestions and feedback | |
| - Adjust the length: Edits document length to be shorter or longer | |
| - Change reading level: Adjusts reading level from Kindergarten to Graduate School | |
| - Add final polish: Checks for grammar, clarity, and consistency | |
| - Add emojis: Adds relevant emojis for emphasis and color | |
| ## Coding in Canvas | |
| - Easier to track and understand ChatGPT's changes | |
| - Planned improvements to transparency into these kinds of edits | |
| - Coding shortcuts: | |
| - Review code: Inline suggestions to improve your code | |
| - Add logs: Inserts print statements to help you debug and understand your code | |
| - Add comments: Adds comments to the code to make it easier to understand | |
| - Fix bugs: Detects and rewrites problematic code to resolve errors | |
| - Port to a language: Translates your code into JavaScript, TypeScript, Python, Java, C++, or PHP | |
| ## Training the Model for Collaboration | |
| - Trained GPT-4o to collaborate as a creative partner | |
| - Understands broader context to provide precise feedback and suggestions | |
| ## Core Behaviors of the Model | |
| - Triggering the canvas for writing and coding | |
| - Generating diverse content types | |
| - Making targeted edits | |
| - Rewriting documents | |
| - Providing inline critique | |
| ## Improving Canvas Decision Boundary | |
| - Improved correctly triggering the canvas decision boundary to 83% and 94% respectively for writing and coding tasks | |
| ## Canvas Edits Boundary - Writing & Coding | |
| - GPT-4o with canvas performs better than a baseline prompted GPT-4o by 18% | |
| ## Training the Model to Generate High-Quality Comments | |
| - Used human evaluations to assess comment quality and accuracy | |
| - Outperforms zero-shot GPT-4o with prompted instructions by 30% in accuracy and 16% in quality | |
| ## What's Next? | |
| - Rethinking how we interact with AI requires updates like Canvas | |
| - Canvas is in early beta, and rapid improvements are planned |