In this post, we’ll look at a bill whose intent is to discuss sexual assault counselor certification and training.

But anyone can copy and paste the text of a bill. They can ask an LLMs to break it down to make it easier to understand at your level of understanding. Now of course there are other bills of considerably more words. According Google’s Gemini, The Affordable Care Act, or Obamacare has between 234,812 and 363,086 words of legalese. And that’s just the core act. There’s a whole other mountain of regulations (over 2.8 million words!) to explain how it all works.

You can use either Excel or Google Sheets. Enter the bill’s name in the first column. In the next column, enter the bill’s text. Let’s start with a  Bill H.2195 193rd (Current) from Massachusetts.

Bill H.2195 193rd (Current) There shall be a task force to make recommendations on establishing statewide certification and updating training standards for sexual assault counselors.
The task force shall be comprised of the following members: the commissioner of the department of public health or a designee, who shall serve as chair; 1 member designated by the governor’s council, who shall address sexual assault and domestic violence issues; 1 member designated by Pathways for Change, Inc.; 1 member designated by Boston Area Rape Crisis Center; 1 member designated by the Center for Hope & Healing; 1 member from the Victim Rights Law Center, Inc.; 1 member designated by Jane Doe, Inc.; 1 member from the Massachusetts office of victim assistance; and no more than 3 members who shall be a sexual assault survivor(s) designated by  consensus of  Pathways for Change, Inc., the Boston Area Rape Crisis Center and the Center for Hope & Healing.
The task force shall make recommendations on: (i) updating the statutory definition of “rape crisis center” and “sexual assault counsellor” in section 20J of chapter 233 of the general laws; (ii) the curriculum and number of training hours required for certification of rape crisis center and program employees; (iii) the curriculum and number of training hours required for volunteer positions; (iv) the appropriateness of “levels” of certification and corresponding criteria for each if so; (v) a fee structure for certification; (vi) the feasibility of and costs associated with establishing and maintaining licensure of rape crisis centers; and (vii) the feasibility of providing continuing education and college credits with the completion of training programs.  
Ask 1 Simplify this bill and elaborate the objectives of this bill. Please make the response conversational.

Using the prompt above, this is what ChatGPT returned: 

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Summary of Bill H.2195 193rd (Current)

This bill aims to improve the standards and training for sexual assault counselors in Massachusetts. To achieve this, a special task force will be created. The task force will make recommendations on how to prove statewide certification. It will also update training standards for these counselors.

Who Will Be in the Task Force?

The task force will include:

  • The commissioner of the Department of Public Health (or their representative) as the chair.
  • A representative appointed by the governor’s council who focuses on sexual assault and domestic violence issues.
  • Representatives from several organizations attended. These include Pathways for Change, the Boston Area Rape Crisis Center, the Center for Hope & Healing. They also include the Victim Rights Law Center.
  • A representative from Jane Doe, Inc.
  • Someone from the Massachusetts office of victim assistance.
  • Up to three sexual assault survivors will be chosen. The survivors chosen will be from Pathways for Change. They will also be from the Boston Area Rape Crisis Center and the Center for Hope & Healing.

What Will the Task Force Do?

The task force will make recommendations on:

  1. Updating the legal definitions of “rape crisis center” and “sexual assault counselor” to make sure clarity and relevance.
  2. Determining the necessary curriculum and training hours for rape crisis center employees to become certified.
  3. Setting the curriculum and training hours required for volunteer positions.
  4. Considering the introduction of different “levels” of certification and the criteria for each level.
  5. Establishing a fee structure for certification.
  6. Assessing the feasibility and costs of creating and maintaining licensure for rape crisis centers.
  7. Exploring the possibility of offering continuing education and college credits for those who finish the training programs.

Aim of the Bill:

The main goal of this bill is to make sure that sexual assault counselors are well-trained and certified. This will improve the support and services provided to sexual assault survivors. The bill aims to prove clear standards and training requirements. It seeks to professionalize and enhance the quality of care offered at rape crisis centers across the state.

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This particular bill in its original form is rather clear cut and succinct. The goal here is to show that when you come across a bill you find tough to follow or understand. You can use any of several freely available LLMs to simplify it for you. 

Once you understand the bill and its objectives, you can follow up with a direct question. Explicitly ask how LLMs can help. See sample prompt below: 

Ask 2How can the use of LLMs play a role in helping achieve the goals of this legislation?

This is what ChatGPT returned:

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Large Language Models (LLMs) like GPT-4 can play a significant role in helping achieve the goals of Bill H.2195 193rd (Current) by assisting in various stages of the task force’s work. Here’s how LLMs can contribute:

1. Data Analysis and Research

  • Literature Review: LLMs can quickly review and summarize relevant research papers, reports, and best practices from other regions or countries. These documents cover sexual assault counselor certification and training standards.
  • Benchmarking: They can compare the current standards and definitions with those used in other states or countries. This will help them find gaps and areas for improvement.

2. Drafting Recommendations

  • Policy Drafting: LLMs can help in drafting the recommendations. They generate structured and coherent policy documents. These documents are based on the task force’s discussions and findings.
  • Legal Language: They can help translate complex legal jargon into more understandable language, ensuring that recommendations are clear and accessible.

3. Curriculum Development

  • Content Generation: LLMs can generate content for training materials. These materials include lesson plans, case studies, and quizzes. The content is tailored to the specific needs identified by the task force.
  • Customization: They can adapt training modules to different levels of certification. This ensures that the content is appropriate for varying degrees of ability and experience.

4. Stakeholder Communication

  • Summarizing Meetings: LLMs can give summaries of task force meetings. They can also highlight key points of discussions. This makes it easier for members to stay aligned and informed.
  • Public Engagement: They can help draft public communications, like press releases, updates, and educational materials. This will keep the public and stakeholders informed about the progress and objectives of the task force.

5. Feedback and Iteration

  • Survey Analysis: LLMs can analyze feedback from surveys or public consultations. They summarize key trends and concerns. This helps to inform the task force’s recommendations.
  • Iterative Refinement: They can help iterate on drafts of recommendations or training materials based on feedback from stakeholders. This ensures that the final outputs are well-informed and effective.

6. Implementation Planning

  • Project Planning: LLMs can help in creating detailed implementation plans. These plans include timelines, resource allocation, and milestones for rolling out the new certification and training standards.
  • Risk Management: They can help find potential challenges and risks. This is part of the implementation of the recommendations. They can also suggest mitigation strategies.

7. Continuing Education and Credits

  • Educational Integration: LLMs can explore partnerships with educational institutions to develop programs that offer college credits for completing certification courses.
  • Online Learning Platforms: They can help create content for online learning platforms. This makes it easier for counselors and volunteers to access training remotely.

Example Use Case:

Imagine the task force is reviewing the current training standards. An LLM can quickly pull together a comparative analysis of training programs from different states. It highlights what works well and should be improved. Based on this analysis, the LLM can draft a recommendation report. The task force members can then review, refine, and finish it.

By leveraging LLMs, the task force can work more efficiently. They can make well-informed decisions. The task force can create high-quality, impactful recommendations that will help achieve the objectives of Bill H.2195 193rd (Current).

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Maybe legislators and their respective staffs are starting to use LLMs to speed up their process. Either way, as a citizen, you can in essence help crowdsource better legislation by sending your LLM fortified feedback.

By now, you have a sense for the role various task force members have as it relates to this legislation. These task force members can contribute to the creation of personas. Let’s explore how task force based personas can help as it relates to this bill 

Ask 3If supplied with more background of each task force member, would it be possible to develop robust personas of each? If yes, what ways can such personas contribute to achieving the goals of this bill?

Here is a reply from ChatGPT:

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Yes, it is possible to develop robust personas of each task force member if supplied with more background information. These personas can significantly contribute to achieving the goals of Bill H.2195 193rd (Current) in several ways:

Developing Robust Personas

To develop robust personas, we would gather detailed information about each task force member, like:

  • Professional Background: Their work history, areas of ability, and specific roles in their organizations.
  • Personal Motivations: Their reasons for being involved in this task force. They include personal experiences with sexual assault or domestic violence issues. They also have their specific goals.
  • Skills and Strengths: Their particular skills, strengths, and contributions they can offer to the task force.
  • Communication Style: Their preferred communication and collaboration ways.

How Personas Contribute to Achieving the Goals

1. Enhanced Collaboration

  • Understanding Roles: Personas help task force members understand each other’s backgrounds and ability. This fosters better collaboration and a more efficient division of tasks.
  • Communication: Knowing each member’s communication style can improve the clarity and effectiveness of interactions, reducing misunderstandings and enhancing teamwork.

2. Tailored Contributions

  • Leveraging Ability: By recognizing each member’s unique strengths and abilities, the task force can divide tasks effectively. They will align tasks with each member’s skills. For example, a member with legal ability will focus on updating statutory definitions. Someone with an educational background will help design training curricula.
  • Personal Insights: Members with personal experiences as survivors can give invaluable insights. They understand the needs and challenges faced by sexual assault survivors. This ensures that the recommendations are empathetic and survivor-centered.

3. Strategic Decision-Making

  • Diverse Perspectives: Personas make sure that the task force considers diverse perspectives and experiences. This leads to more comprehensive and inclusive recommendations.
  • Balanced Approach: Understanding each member’s motivations and goals can help balance different priorities and viewpoints. This ensures that all aspects of the issue are addressed.

4. Effective Public Engagement

  • Targeted Communication: Personas can guide the creation of public communication strategies that resonate with different audiences. This makes it easier to educate and engage the public. It also helps inform stakeholders about the task force’s work and objectives.
  • Advocacy: Members can leverage their networks and influence. They can advocate for the task force’s recommendations. This increases the likelihood of successful implementation.

5. Efficient Workflow

  • Role Clarity: Personas can clarify each member’s role within the task force. This reduces redundancy. It ensures that all necessary tasks are covered.
  • Conflict Resolution: Understanding the backgrounds and motivations of each member can help in resolving conflicts more effectively. This approach maintains a productive and harmonious working environment.

Example Use Case:

Suppose one task force member is a legal expert with extensive experience in sexual assault cases. Another member is a survivor advocate with deep connections in the survivor community. The legal expert’s persona focuses on analytical skills and legal knowledge. The survivor advocate’s persona emphasizes empathy and survivor engagement. By leveraging these personas, the task force can make sure legal recommendations are practical and survivor-centered. They balance technical precision with empathetic understanding.

By developing and utilizing robust personas, the task force can work more effectively. They will make well-informed, empathetic, and comprehensive recommendations. This will help achieve the goals of Bill H.2195 193rd (Current).

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As you can see, with just a few minutes of prompting, bills become more accessible and somewhat interactive.

As an LLM enthusiast, I listen to many podcasts on them. And one podcast, listened to the Founder of Khan Academy discuss being an early adopter of LLMs, ChatGPT specifically. With this as a background, I thought up the next prompt:

Ask 4If a consulting group can apply best practices of how Khan Academy is using LLMs. This analysis would discuss how to achieve the goals of Bill H.2195 193rd (Current). What are some findings without explicitly mentioning Khan Academy in its recommendations?

Again, from ChatGPT:

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A consulting group can apply best practices inspired by how Khan Academy uses LLMs. This application would help them achieve the goals of Bill H. The consulting group can follow Khan Academy’s example. This would help them meet Bill H.’s objectives. They achieve the goals of Bill H. 2195 193rd (Current). Some key findings and recommendations include:The consulting group can follow Khan Academy’s example. This would help them meet Bill H.’s objectives. They achieve the goals of Bill H. 2195 193rd (Current). Some key findings and recommendations include:

Findings and Recommendations

1. Personalized Learning and Training Programs

  • Customized Training Modules: Develop adaptive training programs for sexual assault counselors that tailor content to individual learning styles and paces. These modules can dynamically adjust the complexity and focus based on the learner’s progress and comprehension. This ensures effective training for both new and experienced counselors.
  • Interactive Learning: Incorporate interactive elements like quizzes, simulations, and scenario-based learning to engage trainees and reinforce knowledge through practical application.

2. Efficient Content Development

  • Automated Content Generation: Use LLMs to create high-quality training materials, including lesson plans, instructional videos, and case studies. This can significantly reduce the time and resources needed for content creation while ensuring consistency and comprehensiveness.
  • Continuous Updates: Regularly update training materials. Base these updates on the latest research and best practices in sexual assault counseling. This ensures that the content remains relevant and correct.

3. Enhanced Collaboration and Communication

  • Meeting Summaries and Notes: Use LLMs to transcribe and summarize task force meetings, highlighting key points and action items. This can enhance transparency and make sure all members are aligned on progress and decisions.
  • Facilitated Discussions: Implement tools that help in facilitating discussions. These tools can suggest relevant topics, questions, and resources. They help to keep meetings focused and productive.

4. Data-Driven Decision Making

  • Survey and Feedback Analysis: Collect and analyze feedback from trainees, counselors, and stakeholders using LLMs. This data can give valuable insights into the effectiveness of training programs and areas for improvement.
  • Benchmarking and Best Practices: Continuously benchmark against other successful programs. Incorporate best practices to refine and enhance training standards. Improve certification processes.

5. Comprehensive Resource Access

  • Knowledge Repository: Create a centralized digital repository of resources, including articles, research papers, and guidelines, that counselors can access anytime. LLMs can help organize and summarize this information, making it easily navigable.
  • 24/7 Support: Offer a virtual assistant powered by LLMs. It will give instant support and answers to common questions from counselors and trainees. This ensures they have access to help whenever needed.

6. Scalable and Flexible Training Delivery

  • Online Learning Platform: Develop an online platform for delivering training programs that can be accessed remotely. This ensures that counselors from all regions can get consistent, high-quality training regardless of location.
  • Modular Courses: Design training courses in modular formats. This allows counselors to finish them at their own pace. This flexibility can improve participation and completion rates.

7. Ongoing Professional Development

  • Continuing Education: Implement continuous professional development programs that offer advanced training and specialization opportunities. Providing credits or certifications for completed courses can motivate counselors to keep enhancing their skills.
  • Peer Learning Communities: Help peer learning and support networks where counselors can share experiences, challenges, and solutions. LLMs can help by suggesting discussion topics and curating relevant resources.

8. Monitoring and Evaluation

  • Performance Tracking: Use LLMs to track and evaluate the performance of training programs and certified counselors. Metrics and analytics can give insights into the impact of the training and highlight areas for improvement.
  • Impact Assessment: Regularly assess the overall impact of the certification and training standards. Evaluate how they affect the quality of care provided to sexual assault survivors. Use this data to make informed adjustments and improvements to the programs.

Example Use Case:

Consider a scenario where the task force needs to create an updated training curriculum for sexual assault counselors. By leveraging LLMs, the consulting group can quickly generate a comprehensive curriculum. This curriculum includes interactive modules, real-life scenarios, and up-to-date research. They can also implement a feedback mechanism to continuously refine the curriculum. It would be based on trainee responses. This ensures it remains effective and relevant.

By applying these best practices, the consulting group can help the task force achieve the goals of Bill H.2195 193rd (Current) more efficiently and effectively, ultimately enhancing the quality and consistency of support provided to sexual assault survivors.

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LLMs offer amazing opportunities. Both legislators and citizens can share the workload of accomplishing the outcomes of proposed legislation. 

Now, you can take this even further. Explore how LLMs can be used to speed up the role an appropriations committee does. The appropriations committee checks how much a bill will cost. It identifies where the money will come from. It also evaluates how it affects the overall budget.

Ask 5Can you estimate costs for one or more aspects of this bill? Consider this from the persona of a legislative appropriation committee member. If yes, please give guesstimates. And for the areas where you can’t give estimates, can you give what more information you’ll need? This will help generate some financial figures.

And, here is what ChatGPT generated:

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Sure, as a legislative appropriation committee member, I can give some cost estimates for aspects of Bill H.2195 193rd (Current). Here’s a breakdown of potential costs and the information needed for more precise estimates where necessary:

1. Task Force Operations

Estimated Cost: $50,000 – $100,000 per year

  • Meeting Logistics: Costs for meeting spaces, travel, and accommodations for task force members.
  • Administrative Support: Salary for administrative staff to organize meetings, take minutes, and manage communications.
  • Consulting Fees: Payments to experts who are brought in for specific insights or training.

2. Curriculum Development

Estimated Cost: $100,000 – $250,000

  • Content Creation: Fees for instructional designers, subject matter experts, and multimedia content creators.
  • Pilot Testing: Costs for first testing of the curriculum with a small group of counselors.

3. Training Implementation

Estimated Cost: $200,000 – $500,000 annually

  • Training Delivery: Costs for trainers, venues, and materials.
  • Online Platform Development: First development costs for an online training platform, plus ongoing maintenance.
  • Certification Processing: Administrative costs for processing certifications, potentially including software licensing and staff salaries.

4. Continuing Education and College Credits

Estimated Cost: $50,000 – $150,000 annually

  • Partnership Development: Costs part of establishing and maintaining partnerships with educational institutions.
  • Course Accreditation: Fees for getting courses accredited to offer college credits.

5. Licensure of Rape Crisis Centers

Estimated Cost: $100,000 – $300,000 annually

  • Licensure System Setup: First setup costs for a licensure database and system.
  • Ongoing Compliance and Monitoring: Costs for staff to check compliance, conduct audits, and manage renewals.

More Information Needed:

To give more correct financial figures, the next information would be necessary:

  1. Number of Task Force Members and Meetings:
    • How many members will the task force have, and how often will they meet?
    • Will meetings be in-person, virtual, or a combination of both?
  2. Scope and Scale of Curriculum Development:
    • How comprehensive will the training curriculum be?
    • What specific topics and modules will be included?
    • Will there be different levels of certification with varying training requirements?
  3. Training Implementation Details:
    • How many counselors and volunteers are expected to undergo training annually?
    • What are the preferred ways of training delivery (e.g., in-person workshops, online courses)?
  4. Technology and Platform Costs:
    • What type of online training platform will be developed (custom-built vs. using existing solutions)?
    • What are the ongoing maintenance and update costs for the platform?
  5. Partnership and Accreditation:
    • Which educational institutions will be approached for partnerships?
    • What are the fees part of accrediting courses for college credits?
  6. Licensure System Details:
    • How many rape crisis centers will need to be licensed?
    • What are the specific requirements and processes for licensure and compliance monitoring?

By gathering more information, we can refine these guesstimates. We will then develop a more detailed and correct budget for the implementation of Bill H.2195 193rd (Current).

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Before even submitting a bill, there is so much depth that can be brought to the process. This depth is introduced through the use of LLMs.

Well, this is just the first bill of many we’ll explore using LLMs. If there are bills of particular interest to you, please feel free to list them in comments below. If you’re reading this from another country, please feel free to send me a link to legislation you want reviewed. 

If you’re interested in this bill, upon ask, more prompts and their results can be posted in future posts.

Hope this post serves as an idea prompter. Feel free to visit your state’s online state legislature’s website for bills to run through LLMs. 

Until my next post, make action based curiosity a habit!

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