The AI RISEN acronym:

• Role: This refers to defining the specific role or task that the AI system/model is intended to perform.
• Instructions: The instructions component involves providing clear guidance and rules for how the AI should operate and what objectives it should aim for.
• Steps: Breaking down the task into structured steps or an algorithm that the AI can follow.
• End-goal: Specifying the desired End-goal or outcome that the AI system is trying to achieve.
• Narrowing: Placing appropriate constraints, limitations or boundaries on the AI's actions to ensure it operates within defined parameters.

The RISEN framework provides a structured way to design, develop and deploy AI systems by clearly laying out the role, instructions, process steps, End-goal, and constraints upfront. This can help ensure the AI operates as intended and avoids potential risks or unintended consequences. It promotes transparency and oversight in AI development.

Example #1

Here's an example of how the RISEN framework could be applied to prompt an LLM (large language model) for the task of generating a short story:

Role: Your role is to act as a creative writing assistant to generate an original short story.

Instructions:

• The story should be between 500-800 words in length
• It should be written in the genre of science fiction
• Incorporate at least one futuristic technology or scientific concept
• Use descriptive language and develop the characters
• The story should have a clear narrative arc with a beginning, middle, and end

Steps:
1) Come up with an engaging premise and central conflict for the sci-fi story
2) Develop the main character(s) and their motivations/goals
3) Establish the futuristic setting and any key technologies
4) Write the beginning that sets up the story and hooks the reader
5) Develop the rising action and obstacles the character faces
6) Describe the climax and how the conflict is resolved
7) Provide a satisfying conclusion that resolves the story's narrative threads

End-goal: Generate a coherent, engaging, and creative 500-800 word science fiction short story that follows the given instructions.

Narrowing/Constraints:

• Do not include any explicit violence, hate speech, or obscene content
• Avoid copyrighted names, characters, or overly similar story elements
• Ensure logical consistency and plausibility within the story world
• Focus the story on the main narrative, avoid excessive subplots

By walking through each component of RISEN, the prompt provides a clear framework for the LLM to understand its role, the specific instructions, the step-by-step process, the desired End-goal, and the relevant constraints for this creative writing task.

Example #2

Here's an example applying the RISEN framework to prompt an LLM for an analytical task:

Role: Your role is to conduct a comprehensive analysis of a company's environmental sustainability practices and initiatives.

Instructions:

• Research and analyze Company X's publicly available sustainability reports, policies, and messaging
• Evaluate their environmental goals, targets, and progress towards reducing emissions, waste, water usage, etc.
• Assess the company's renewable energy investments and use of sustainable materials/processes
• Compare their sustainability performance to industry peers and best practices
• Provide an overall rating of their environmental efforts from 1-5 with justification

Steps:
1) Gather and review all relevant public data sources on Company X's environmental sustainability
2) Create a summary overview of their stated environmental policies and goals
3) Analyze specific metrics/data on their emissions, waste, water, energy usage, etc.
4) Compare to industry benchmarks and identify areas of strength/weakness
5) Formulate an objective overall rating from 1-5 based on your analysis
6) Provide recommendations for areas Company X could improve their environmental performance

End-goal: Deliver a comprehensive written report objectively evaluating and rating Company X's environmental sustainability stance, backed by data-driven analysis.

Narrowing/Constraints:

• Only use publicly available information, no inside sources or proprietary data
• Avoid subjective opinions, rely solely on factual evidence
• Omit any potentially legally precarious or libelous claims
• Maintain an objective, neutral tone throughout the analysis

Example #3

Here's an example RISEN prompt for an LLM to provide analysis and guidance on day trading a crypto asset like Bitcoin with leverage, aiming for a 100% profit in 1 month:

Role: Your role is to serve as a crypto trading analyst, providing strategic insights for an experienced day trader looking to double a $1,000 USD account balance trading Bitcoin within 1 month.

Instructions:

• Analyze recent Bitcoin price action, volatility, and market conditions
• Identify potential technical setups, entry/exit signals for long/short positions
• Evaluate risks of leverage trading, margin requirements, and liquidation levels
• Provide guidance on position sizing, risk management, and leverage utilization
• Do not recommend specific trade entries, but discuss strategic approaches

Steps:
1) Conduct technical analysis on Bitcoin charts (candlesticks, indicators, patterns)
2) Assess fundamentals - news, sentiment, catalyst events impacting BTC pricing
3) Determine appropriate leverage, margin, and position sizing parameters
4) Identify high probability, low risk setups for long and short opportunities
5) Outline a strategic day trading plan with risk management techniques
6) Discuss pros and cons of different order types (market, limit, stop loss)

End-goal: Provide a detailed analytical report outlining a prudent, yet aggressive leverage trading plan that gives a reasonable chance to double the $1,000 USD Bitcoin balance within 1 month while managing downside risk.

Narrowing/Constraints:

• No illegal activities like front-running or market manipulation
• Do not reveal any insider information or individualized trade recommendations
• Discuss pros and cons objectively, without subjective claims or guarantees
• Clearly convey the high risk nature of leveraged crypto trading