Intermediate Prompting – Optimize Reasoning Models, Agentic Tools and Deep Research скачать в хорошем качестве

Intermediate Prompting – Optimize Reasoning Models, Agentic Tools and Deep Research

Advanced AI models and tools require advanced prompting techniques. In today’s episode we cover techniques to optimize your use of reasoning models, agentic tools and Deep Research. Timestamps • 00:00 – Introduction • 00:56 - Reasoning Models • 05:45 – Agentic Tools • 09:32 – Deep Research • 13:14 – Conclusion Markdown Guide https://www.markdownguide.org/cheat-s... Note that in the examples below the HTML angles brackets had to be replaced by “()” due to YouTube limits. Reasoning Model Prompt Example (Goal) Provide a detailed *business expansion strategy* for a local café deciding between opening a second location or launching a catering service. The strategy should include a feasibility analysis, financial projections, and a competitive analysis. (/Goal) (Context) Business Overview The café is a family-run business with strong local customer loyalty. Monthly revenue: $35,000 | Net Profit: $8,000 Staff: 6 employees Located in a growing suburban area Local restaurant options are almost exclusively chains Offices and hotels in the area are steadily increasing Expansion Options *Option 1: Open a Second Location* Would require a loan (~$150,000) Potential increase in revenue but higher fixed costs Challenges: Finding the right location, operational complexity *Option 2: Launch a Catering Business* Lower upfront costs (~$30,000) Expands revenue streams with large orders Requires marketing and logistics capabilities Constraints Budget: No more than $150,000 in debt financing Owner has no experience in catering Needs a solution that ensures profitability within 12-18 months (/Context) (Clarifications) Before you begin, please list *any questions or missing details* that would improve your analysis. (/Clarifications) Deep Research Prompt Example (Goal) Conduct a *detailed market entry research report* to help an artisanal coffee shop in Atlanta decide between expanding to *Charlotte, NC* or **Nashville, TN**. (/Goal) (Primary Questions) 1. What is the *current demand* for specialty coffee in each city? 2. What are the *customer demographics and preferences* for high-quality, artisanal coffee? 3. Who are the **top competitors**, and what are their strengths/weaknesses? 4. What are the *real estate, labor, and operational costs* in each market? 5. What *barriers to entry* exist (e.g., permitting, regulations, brand recognition challenges)? (Secondary Questions) How do local coffee trends compare to national trends? What is the best *pricing strategy* for the new location? Are there any *location-specific marketing strategies* that would work best? (Known Information) The current shop has a strong brand identity focused on **high-quality, ethically sourced coffee**. Customers in Atlanta value **local, independent businesses**. The owner is open to leasing but prefers to avoid high real estate costs. (Boundaries of Analysis) *Timeframe:* The next 3-5 years (avoid outdated data) *Geography:* Only analyze *Charlotte, NC* and *Nashville, TN* *Industry:* coffee shops and cafés (Sources to Prioritize) Market research reports Industry trend data Local economic and demographic reports Exclude social media, opinion pieces, and non-credible blogs (Output Format) *Length:* 5-7 pages *Structure:* 1. Executive Summary 2. Market Overview 3. Competitive Analysis 4. Cost and Operational Considerations 5. Recommendations & Conclusion *Depth:* Assume the audience is a small business owner with some experience but not an expert in market research. Keep explanations clear but data-driven. (/Output Format) If you found this video helpful, please like, comment, and subscribe for more in-depth tutorials and demos on leveraging AI for productivity. Have questions or need further assistance? Feel free to reach out at billeastmanai@gmail.com. #ReasoningModels #Agents #DeepResearch #AI