Expert Share: Simon Willison - Using AI for journalism

Step-by-Step Tutorial:

1. Utilizing Google Model Gemini 1.5 Pro for Data Extraction:

• Google has released the model Gemini 1.5 Pro which can handle video and text.
• You can feed videos into it, and it will extract useful information like titles and authors from the video frames.
• Experiment with this model by uploading videos and analyzing the extracted data.

2. Exploring Anthropics' GPT-4 Models:

• Anthropic has released GPT-4 models focusing on ethics and safety.
• These models offer advanced capabilities and can be used for various tasks like language generation and text analysis.
• Compare the capabilities of these models with other existing models to see the improvements.

3. Using ChatGPT Code Interpreter Mode:

• Explore ChatGPT's code interpreter mode where you can ask questions and get code snippets as answers.
• Experiment with different queries and see how it generates code snippets based on your questions.
• This tool can be used for various coding tasks and problem-solving.

4. Implementing Data Extraction and Analysis with Data Set Cloud:

• Use Data Set Cloud for data extraction, analysis, and fact-checking.
• Extract structured data from documents, perform semantic searches, and generate insights from the extracted data.
• Utilize the tool for analyzing datasets, fact-checking information, and extracting valuable insights.

5. Exploring Retrieval Augmented Generation:

• Try retrieval augmented generation by querying documents and generating responses based on the content.
• Use this feature to ask questions about documents and get relevant answers based on the document content.
• Experiment with different queries and document sets to see how the tool generates responses.

6. Fact-Checking and Verification Practices:

• Develop best practices for fact-checking using AI tools by reviewing code output and data extractions.
• Implement spot-checking methods to ensure accuracy and reliability of the generated content.
• Use tools like semantic search and structured data extraction for fact-checking and verification purposes.

7. Innovative Applications of AI in Journalism:

• Explore innovative applications of AI in journalism, such as combining language models with automated theorem proving tools.
• Discuss the potential of using AI tools for code validation and verification in journalism and data analysis.
• Collaborate with experts in the field to explore new ways of applying AI for journalism and data analysis tasks.

By following these steps, you can effectively utilize AI tools for journalism, data extraction, fact-checking, and innovative applications in the field. Experiment with different models, tools, and techniques to enhance your data analysis and storytelling capabilities.