Skip to main content

Top 10 Generative AI Tips Associations Can Use to Create Content and Drive Efficiencies

 



Top 10 Generative AI Tips Associations Can Use to Create Content and Drive Efficiencies

 Allison Kral image imageAugust 25, 2023 image image3 min. to read

Top 10 Generative AI Tips Associations Can Use to Create Content and Drive Efficiencies

Contrary to popular belief, ChatGPT doesn’t think.

It doesn’t understand what you’re saying. Rather, tools like ChatGPT function by predicting the next best word.

That’s why it’s so important to ensure you’ve got a grasp on prompt engineering when using AI language models.

Prompt engineering is the intentional use of language that guides AI to give desired outputs and can help optimize your use of AI. Let’s unravel the intricacies and capabilities of prompt engineering, six prompting techniques, and simple tips that will empower you to get the most out of AI for your association.

What is Prompt Engineering and Why Should You Use It?

At its core, prompt engineering involves a calculated orchestration of language to direct AI models toward generating desired outputs. The magic lies in structuring prompts that shape AI behavior in ways that echo your objectives. This dual-pronged approach entails ensuring the next words generated are precisely what we need while injecting a specific intent to craft outcomes that resonate with your goals.

Not only can prompt engineering help you reach your goals, but when used correctly, it can also be invaluable when navigating complex tasks. By presenting intricate problems as a series of strategic prompts, you can guide AI models to produce coherent and precise solutions. For example, ChatGPT could create a comprehensive marketing plan for your team’s annual conference based on each member’s specific roles and your organization’s overall goal.

Related: Can ChatGPT Become an AI Tool for Associations? Learn More >

6 Types of Prompt Engineering Techniques

As you explore prompt engineering, it’s critical to understand the six techniques you can use to master your AI outputs.

  1. Information/Instructional Prompting: This cornerstone method involves furnishing AI models with explicit or implicit instructions. The precision of these instructions is pivotal, dictating the course of the AI's response. Well-constructed prompts lay the foundation for accurate outcomes.
  2. Roles: Imbuing AI models with distinct roles imparts unique perspectives or identities. This creative avenue often yields captivating content that aligns seamlessly with the desired output, adding a dash of personality to your AI-generated responses.
  3. Few-Shot Prompting: In scenarios where training data is scarce, few-shot prompting empowers AI models to conjure meaningful outputs with minimal training examples.
  4. Chain of Thought: This approach compels AI models to engage in structured thinking or reasoning sequences, mirroring human thought processes. Especially apt for intricate questions or concepts, it enables the generation of responses that navigate complexities adeptly.
  5. Think, Reason, Plan, Answer: This technique instructs AI models to follow a structured pattern of thinking, reasoning, planning, and answering. It safeguards against shallow or incomplete responses, yielding thoughtful and well-reasoned outputs.
  6. Prompt Chaining: By stringing together multiple prompts in succession, prompt chaining builds upon previous prompts, furnishing additional context and guidance. This methodology offers a comprehensive framework for shaping AI behavior.

It’s key to note that the first five techniques involve using one prompt, while the final technique —prompt chaining—uses multiple prompts.

Related: The Ultimate Guide to Prompt Engineering: Improve Your Input for Better Output  Learn More >

Top 10 Simple Tips for Getting the Most Out of Your AI Tools

No matter the technique you use, these simple tips can help you leverage this advanced technology to achieve your revenue and membership goals.

  • Use the OpenAI Playground. The OpenAI Playground is a user-friendly interface that allows you to interact with ChatGPT models and gain deeper and more contextual chat results.
  • Be specific. Provide a clear, specific prompt, which can include your role, process, and goals. The more precise your instructions, the better your results will be. 
  • Be specific. Provide a clear, specific prompt, which can include your role, process, and goals. The more precise your instructions, the better your results will be. 
  • Ask AI to explain itself. Ask “Why did you do this?” to understand the tech’s logic.
  • Think step by step. You may not understand the answer you received, so ask ChatGPT to reveal its step-by-step thinking process.
  • Avoid biased language: Be cautious of asking the AI leading questions that might introduce biased or inappropriate content. Prompt the AI to provide objective and unbiased information.
  • Experiment with variations: Don't hesitate to experiment with different phrasings or prompts. Sometimes a slight rewording can yield more relevant or creative responses.
  • Review and refine: Always review the AI's response. If it's not exactly what you were looking for, consider refining your prompt and asking the AI to try again.
  • Offer examples: Using the few-shot prompting technique, present the AI with a few examples of what you want, and it will often be able to generate the desired content.
  • Build on previous responses: If a single prompt isn't enough, consider using prompt chaining. Use multiple prompts in succession to build on previous responses and provide additional context.
  • Break down complex requests: If you have a complex question or task, break it down into smaller parts. Ask the AI to think, reason, plan, and then answer. This often leads to more structured and thoughtful responses.

Become a Prompt Engineering Pro

Interested in learning more about how you can get usable results from AI? Sign up for our free, on-demand webinar, "How to Get Useable Results from AI: An Introduction to Prompt Engineering for Association Professionals," where you’ll also gain an understanding of how AI works, key use cases for your organization, and specific prompting techniques.

Watch On-Demand Webinar Now

Comments

Post a Comment

Please no profanity or political comments.

Popular posts from this blog

NCUA Board Approves 11 Final Rules for Deregulation Project

Alexandria, VA (August 5, 2026) ― The National Credit Union Administration (NCUA) today finalized eleven rules that were proposed for changes through the Deregulation Project. This is the first round of final rules from the ongoing Deregulation Project which is an initiative to review NCUA’s regulations and ensure they are focused on credit unions’ safety, soundness, and resilience. The final rules include: This is an external link to a website belonging to another federal agency, private organization, or commercial entity. Surety and Guarantor Requirements – 12 CFR 701.20(c)(3) and 701.20(d) (Opens new window) This is an external link to a website belonging to another federal agency, private organization, or commercial entity. Limits on Loan to Other Credit Unions – 12 CFR 701.25(b) (Opens new window) This is an external link to a website belonging to another federal agency, private organization, or commercial entity. Service to Underserved Areas – IRPS 08-2 (Opens new window) This is...
Post a Comment
Read Complete Article HERE>»

Making the Most of the Final Five Years Before Retirement

  NATIONAL COUNCIL OF FIRST RESPONDER CREDIT UNIONS RETIREMENT READINESS Making the Most of the Final Five Years Before Retirement A practical planning guide for first responders, credit union volunteers, employees, and their families Five years before retirement is an important checkpoint. It is the time to confirm what you have saved, understand the income you can expect, and decide whether your retirement plans match the life you want to lead.   1. Review Your Retirement Savings Start by taking a fresh look at your retirement accounts, personal savings, investments, and other assets. A retirement calculator can help estimate whether you are on track and show how additional saving during the next five years may strengthen your plan.   2. Identify Every Source of Retirement Income List the income you may receive in retirement, including pensions, Social Security, retirement-plan withdrawals, invest...
Post a Comment
Read Complete Article HERE>»

Senate, 51-47, has confirmed John Crews to the NCUA board

WASHINGTON—The U.S. Senate, 51-47, has confirmed John Crews to the NCUA board, clearing the way for him to succeed Kyle Hauptman and return the agency to a single-member board following the Trump Administration's removal of Democratic board members Todd Harper and Tanya Otsuka earlier this year. Maintaining the foundational stability of the credit union system Supporting efficient, risk-based regulation that accounts for institutional size and operational differences Preparing for technological advancement while safeguarding member assets Encouraging the growth of new credit unions to serve underbanked and military communities Preserving an open, accessible, and collaborative dialogue between the NCUA and the credit union movement Crews, who most recently served in the Treasury Department, has said his priorities include reducing regulatory burden for smaller credit unions, encouraging innovation and supporting the chartering of new credit unions, while maintaining the safety and s...
Post a Comment
Read Complete Article HERE>»

Liquidity Resources

Liquidity Resources Liquidity is a credit union’s capacity to meet its cash and collateral obligations at a reasonable cost. Adequate liquidity is necessary to efficiently meet both expected and unexpected cash flows and collateral needs without compromising the credit union’s daily operations or financial condition. Effective credit union management identifies, measures, monitors, and controls exposure to liquidity risk. Primary Risks In managing expected cash flows, a credit union may experience situations that increase its liquidity risk. These situations include mismatches between sources and uses of funds, market constraints on the ability to convert assets into cash or to access sources of funds (market liquidity), and contingent liquidity events. Changes in economic conditions or exposure to credit, market, operational, legal, and also can affect an institution’s liquidity risk profile. None of these risks are mutually exclusive, and interrelated risks may contribute to increase...
Post a Comment
Read Complete Article HERE>»

Not Your Mother’s Credit Union

“Stablecoins aren’t a speculative play. They’re the next evolution of payments — and a chance for credit unions to lead, not lag. It starts with connecting members to DLT rails - the digital wallet. Without that, nothing else can happen. It’s just a new payment rail - embrace it or lose the relationship. It’s that simple.” While ‘ stablecoins ’ were the prevailing buzzword across Money20/20 this year, the credit union industry had a significant presence. Small financial institutions have staked a place in the future of payments. Credit unions  received a significant boost this summer with the enactment of the stablecoin bill into law. The Guiding and Establishing National Innovation for U.S. Stablecoins Act authorizes subsidiaries of federally insured credit unions, such as credit union service organizations, to become issuers. Not Your Mother’s Credit Union A Money20/20  fireside chat  with the regulator for credit unions that I moderated focused on the rulemaking task a...
Post a Comment
Read Complete Article HERE>»

CFPB Issues Final Rule on Remittance Transfers; Proposes Changes As Well

On January 20, 2012, the CFPB adopted a final rule amending Regulation E (Electronic Fund Transfers) to include consumer protections for various types of remittance transfers. The rule was originally proposed by the Federal Reserve Board last May; however, authority to finalize the rule-making transferred to the CFPB on July 21, 2011  ****More At;  CFPB Issues Final Rule on Remittance Transfers; Proposes Changes As Well : Written by Bernadette Clair, Regulatory Compliance Counsel   
Post a Comment
Read Complete Article HERE>»

Dolphin Debit, Enters into Partnership With CUSI

 HOUSTON–  Dolphin Debit , a full-service ATM management company, said it has entered into a strategic partnership with Credit Union Services, Inc. (CUSI), the Service Corporation of the MD|DC Credit Union Association. “Through the strategic partnership, CUSI adds a budget-ready, industry-leading ATM management program to its portfolio of solutions for credit unions in the Maryland and D.C. region,” Dolphin Debit said. According to Dolphin Debit, its ATM outsourcing service includes purchase and deployment of new ATMs, purchase of the financial institution’s existing ATMs, terminal driving, transaction processing, ATM maintenance, armored car service, communications, monitoring and dispatch, and cash management. “We welcome this oppor...
Post a Comment
Read Complete Article HERE>»

Interest-bearing stablecoins could siphon deposits from community banks and credit unions

  WASHINGTON — Warning that interest-bearing stablecoins could siphon deposits from community banks and other traditional financial institutions, the American Bankers Association joined 52 state bankers associations from across the country in submitting a   letter   to the U.S. Department of the Treasury urging strong implementation of the GENIUS Act’s prohibition on interest for payment stablecoins. The letter, which responds to Treasury’s advance notice of proposed rulemaking regarding implementation of the GENIUS Act, emphasizes the need to preserve the law’s core intent: ensuring stablecoins serve as payment tools, not investment vehicles. iStock-Gri-spb “The GENIUS Act’s prohibition on a payment stablecoin issuer paying interest or yield on payment stablecoins reflects Congress’s intent for payment stablecoins to be used for transactions and not as investment vehicles,” the associations wrote. “Treasury must reinforce this intent.” The associations warn that wit...
Post a Comment
Read Complete Article HERE>»

What’s Ahead for U.S. Economy? Here’s What One Former Fed Chair is Saying

 WASHINGTON–Former Federal Reserve Chairman Ben Bernanke, who headed the central bank during the 2008 financial crisis, is now warning that the United States is headed for a situation similar to that of the 1970s, when Americans were losing their jobs but still facing higher prices at the grocery store and at the pump. Ben Bernanke “Even under the benign scenario, we should have a slowing economy,” Bernanke told the New York Times in an interview in conjunction with his new book, “ 21st Century Monetary Policy: The Federal Reserve From the Great Inflation to Covid-19 ,” which is scheduled to publish today. “So, there should be a period in the next year...
Post a Comment
Read Complete Article HERE>»

Sunday Reading - Near-death experiences, 101

  Scrapes with Death   Near-death experiences, 101 A near-death experience usually occurs in the wake of a traumatic physical event or a reversible clinical death, such as when someone is  revived after a heart attack . While the experience varies, NDEs commonly feature a feeling of detachment from the body, visions of bright lights, a warped sense of time, or religious experiences. Records of NDEs go back to the ancient Greeks and are found across cultures all over the world. The first known clinical observation was recorded  in 18th-century France . In the 1970s, psychiatrist Raymond Moody pioneered the academic study of NDEs as medical events after an acquaintance relayed his own near-death experience. Roughly  5% of the population  is estimated to have a memory of an NDE, with common reports of a feeling of peacefulness (80%), followed by bright lights (69%) and encountering other people or spirits (64%). ... Read our full  explainer on NDEs here ....
Post a Comment
Read Complete Article HERE>»