Claude AI Cognition Bias Exploration
Master the art of writing prompts to reveal cognitive biases
Understanding Cognitive Bias in AI
As AI models become more prevalent in 2025, understanding cognitive biases is crucial. These biases can skew AI outputs, affecting decision-making and insights. Identifying biases is vital for fair and accurate AI results.
Creating Effective Prompts
Writing effective prompts for Claude AI requires an awareness of potential biases in datasets. For instance, a good prompt exposes these biases, while a poor one may reinforce them subconsciously. Consider this comparison:
Good Prompt: 'Analyze the distribution of resources in various communities and highlight any patterns of inequality.'Bad Prompt: 'Do resources in underdeveloped areas affect their progress?' This reinforces a stereotype without context.
Relevance in 2025
In 2025, AI's role in data analysis and decision-making is more prominent. Optimizing prompts for bias detection ensures AI remains a fair tool. Enhanced prompt writing prevents biases from becoming ingrained in AI systems, promoting equitable insights. Licode, an AI platform, can assist in creating AI products that tackle bias effectively.
What to remember
Understanding Cognitive Bias
Learn about cognitive biases and their impact on AI outputs and insights.
Creating Effective Prompts
Develop prompts that uncover biases, using Claude AI to analyze datasets.
Relevance in 2025
text
Steps to Build an App Using Claude AI Prompts
1. Find Your Unique Value Proposition: Identify what makes your app stand out. This helps target user needs effectively.
2. Imagine AI Use: Think about how AI can leverage your unique value to address cognitive biases.
3. Create an Account with Licode: Use Licode to build your app, tapping into its robust AI features.
4. Prepare Background Knowledge: Gather relevant information and data sources that address biases.
5. Write Instructions for AI Models: Use your understanding of cognitive biases to write precise instructions for custom models.
6. Select the Right LLM and Upload Knowledge: Choose a language model that aligns with your goals, and integrate your data.
7. Build the Interface: Design an intuitive interface for users to interact with the AI analysis.
8. Write the Background Prompt: Develop the main prompt to guide AI in bias exploration tasks.
9. Add Extra Features: Consider adding reporting tools or dashboards for visualizing bias findings.
10. Marketing: Target your audience with messages about how your app uses AI to address biases.
Trusted by incredible people at
Enable AI in your app
Licode comes with built-in AI infrastructure that allows you to easily craft a prompt, and use any Large Lanaguage Model (LLM) like Google Gemini, OpenAI GPTs, and Anthropic Claude.
Supply knowledge to your model
Licode's built-in RAG (Retrieval-Augmented Generation) system helps your models understand a vast amount of knowledge with minimal resource usage.
Build your AI app's interface
Licode offers a library of pre-built UI components from text & images to form inputs, charts, tables, and AI interactions. Ship your AI-powered app with a great UI fast.
Authenticate and manage users
Launch your AI-powered app with sign-up and log in pages out of the box. Set private pages for authenticated users only.
Monetize your app
Licode provides a built-in Subscriptions and AI Credits billing system. Create different subscription plans and set the amount of credits you want to charge for AI Usage.
Accept payments with Stripe
Licode makes it easy for you to integrate Stripe in your app. Start earning and grow revenue for your business.
Create custom actions
Give your app logic with Licode Actions. Perform database operations, AI interactions, and third-party integrations.
Store data in the database
Simply create data tables in a secure Licode database. Empower your AI app with data. Save data easily without any hassle.
Publish and launch
Just one click and your AI app will be online for all devices. Share it with your team, clients or customers. Update and iterate easily.
Browse our templates
StrawberryGPT
StrawberryGPT is an AI-powered letter counter that can tell you the correct number of "r" occurrences in "Strawberry".
AI Tweet Generator
An AI tool to help your audience generate a compelling Twitter / X post. Try it out!
YouTube Summarizer
An AI-powered app that summarizes YouTube videos and produces content such as a blog, summary, or FAQ.
Don't take our word for it
I've built with various AI tools and have found Licode to be the most efficient and user-friendly solution. In a world where only 51% of women currently integrate AI into their professional lives, Licode has empowered me to create innovative tools in record time that are transforming the workplace experience for women across Australia.
- Cheyanne Carter
Founder @ Divergent Education
Licode has made building micro tools like my YouTube Summarizer incredibly easy. I've seen a huge boost in user engagement and conversions since launching it. I don't have to worry about my dev resource and any backend hassle.
- Andre Dean Smith
Founder @ ScreenApp.io