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Prompt Decorators

Prompt Decorators

Prompt Decorators: A Structured Approach to Enhancing AI Responses Artificial intelligence has transformed how we interact with technology, offering powerful capabilities in content generation, research, and problem-solving. However, the quality of AI responses often hinges on how effectively users craft their prompts. Many encounter challenges such as vague answers, inconsistent outputs, and the need for repetitive refinement. Prompt Decorators provide a solution—structured prefixes that guide AI models to generate clearer, more logical, and better-organized responses. Inspired by Python decorators, this method standardizes prompt engineering, making AI interactions more efficient and reliable. The Challenge of AI Prompting While AI models like ChatGPT excel at generating human-like text, their outputs can vary widely based on prompt phrasing. Common issues include: Without a systematic approach, users waste time fine-tuning prompts instead of getting useful answers. What Are Prompt Decorators? Prompt Decorators are simple prefixes added to prompts to modify AI behavior. They enforce structured reasoning, improve accuracy, and customize responses. Example Without a Decorator: “Suggest a name for an AI YouTube channel.”→ The AI may return a basic list of names without justification. Example With +++Reasoning Decorator: “+++Reasoning Suggest a name for an AI YouTube channel.”→ The AI first explains its naming criteria (e.g., clarity, memorability, relevance) before generating suggestions. Key Prompt Decorators & Their Uses Decorator Function Example Use Case +++Reasoning Forces AI to explain logic before answering “+++Reasoning What’s the best AI model for text generation?” +++StepByStep Breaks complex tasks into clear steps “+++StepByStep How do I fine-tune an LLM?” +++Debate Presents pros and cons for balanced discussion “+++Debate Is cryptocurrency a good investment?” +++Critique Evaluates strengths/weaknesses before suggesting improvements “+++Critique Analyze the pros and cons of online education.” +++Refine(N) Iteratively improves responses (N = refinement rounds) “+++Refine(3) Write a tagline for an AI startup.” +++CiteSources Includes references for claims “+++CiteSources Who invented the printing press?” +++FactCheck Prioritizes verified information “+++FactCheck What are the health benefits of coffee?” +++OutputFormat(FMT) Structures responses (JSON, Markdown, etc.) “+++OutputFormat(JSON) List top AI trends in 2024.” +++Tone(STYLE) Adjusts response tone (formal, casual, etc.) “+++Tone(Formal) Write an email requesting a deadline extension.” Why Use Prompt Decorators? Real-World Applications The Future of Prompt Decorators As AI evolves, Prompt Decorators could: Conclusion Prompt Decorators offer a simple yet powerful way to enhance AI interactions. By integrating structured directives, users can achieve more reliable, insightful, and actionable outputs—reducing frustration and unlocking AI’s full potential. Like Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Service Cloud with AI-Driven Intelligence Salesforce Enhances Service Cloud with AI-Driven Intelligence Engine Data science and analytics are rapidly becoming standard features in enterprise applications, Read more

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Thoughts on Workday With Illuminate

Workday Illuminate

Announcing Workday Illuminate™: The Next Generation of Workday AI Illuminate Harnesses the Power of the World’s Largest HR and Finance Dataset to Drive Enterprise Transformation With AI Experience the Future of Work at Workday Rising 2024 LAS VEGAS, Sept. 2024 /PRNewswire/ — Workday, Inc. (NASDAQ: WDAY), a leading provider of solutions to help organizations manage their people and money, today announced Illuminate, the next generation of Workday AI. Built on the world’s largest and cleanest HR and finance dataset, Illuminate accelerates manual tasks, assists every employee, and ultimately transforms entire business processes.  AI That Taps Into the Combined Power of HR and Finance Data and ContextIlluminate models are fueled by the more than 800 billion business transactions processed by the Workday platform annually. But the data alone doesn’t tell the full story. Illuminate understands not only the data but also the context—the “why” or “how” behind every HR and financial process, such as how processes are connected, the people and roles involved, and the current task at hand – along with previous conversational AI interactions. With this powerful combination of data and context, Illuminate enables precise decision-making, anticipates employee needs, and delivers personalized experiences like never before. “The business world is in the midst of a tectonic shift, excited about the immense potential of AI while also struggling to implement it in a way that drives meaningful results,” said Carl Eschenbach, CEO, Workday. “By placing tangible business value, responsible innovation, and user-centric design at the forefront, Workday Illuminate empowers businesses to harness AI’s full potential to drive unprecedented productivity and move forever forward.” Illuminate: Transforming the Way People WorkIlluminate works across the Workday platform, delivering powerful insights for precise decision making and streamlined actions. Illuminate will help organizations drive exponential productivity gains and significant cost savings in the following ways: Illuminate elevates people by enabling them to focus on the work that matters and do the things that are uniquely human – from spending more time with customers, constituents, or patients to pursuing more creative and meaningful work to building critical peer, team, and stakeholder relationships. Workday Ecosystem Extends the Power of IlluminateIlluminate also lets customers use AI innovations from Workday’s partners, or developed through Workday AI Gateway, and orchestrates processes across all of them on the same platform. This allows customers to leverage their existing AI investments and extend the power of Illuminate, driving even greater value and innovation across their organizations. “The rapid adoption of AI across enterprises has created a complex web of models, data pipelines, and infrastructure,” said Bob Evans of Cloud Wars. “For businesses that want to effectively manage, scale, and govern their AI initiatives – ensuring they deliver real value while also mitigating risk – it’s absolutely essential to get all of those AI components working together to complete more complex cross-functional tasks. Workday Illuminate will provide that cross-platform AI orchestration that businesses will need to be successful in this age of AI.” AvailabilityWorkday Illuminate is available to customers now, and will continue to evolve as part of Workday’s robust three year AI roadmap. About WorkdayWorkday is a leading enterprise platform that helps organizations manage their most important assets – their people and money. The Workday platform is built with AI at the core to help customers elevate people, supercharge work, and move their business forever forward. Workday is used by more than 10,500 organizations around the world and across industries – from medium-sized businesses to more than 60% of the Fortune 500. For more information about Workday, visit workday.com. © 2024 Workday, Inc. All rights reserved. Workday and the Workday logo are registered trademarks of Workday, Inc. All other brand and product names are trademarks or registered trademarks of their respective holders. Like Related Posts Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more Service Cloud with AI-Driven Intelligence Salesforce Enhances Service Cloud with AI-Driven Intelligence Engine Data science and analytics are rapidly becoming standard features in enterprise applications, Read more

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