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- GPTs + Steal These Ideas ๐ฟ
GPTs + Steal These Ideas ๐ฟ
GPTs and My Secret Projects ๐
๐ It happened.
If you've been reading this newsletter, you know I have been slightly obsessed with AI agents.
I wrote, "2023 is the year of AI and 2024 is going to be the year of AI Agents."
Let's talk about what just happened + share some ideas. ๐
๐ฐ News: Everything OpenAI Announced + What It Means
๐ Thatโs Cool: This Wasnโt Possible Last Week
โก What Are You Building: My Ideas (Steal These ๐!)
โ Action Item: Brainstorming Prompts (POWERFUL!)
๐ฐ NEWS + WHAT IT MEANS
OPEN AI IS ON ๐ฅ
Did you watch the Developers Day Conference?
Sam Altman surprised me with his presentation skills - this presentation felt similar to the Steve Jobs iPhone announcement.
GPT-4 will have a 128k context window. That is massive, equivalent to 300 pages!
Here are all the ChatGPT Updates Here
Here are all the GPT API Updates Here
How Iโm Thinking About It ๐ง
GPTs - In the next 30 days, the world is going to get filled with GPTs or Custom Agents. OpenAI made it possible to build your own Custom GPT with no coding required. You can give it access to custom data, share it, and sell access to it. In the next 90 days, there may be hundreds of new millionaires made from selling access to GPTs. Right now, you should think about all the data you have access to - and think about how you can leverage it for a custom GPT with domain expertise. This is a leap forward and will change how we work. Everyone will have or build an expert to assist them in their work.
APIs for Vision, Talking, and Listening - The way we interact with computers changed on Monday when OpenAI released access to their Vision, Whisper, and TTS APIs. The tools of tomorrow will be able to see, hear, and talk. As a result, technology will become easier to use and information will become easier to access. Here are some cool projects people have built in the last 48 hours since its release.
๐ THATโS COOL
That Wasnโt Possible Last Week ๐
AI Yoga Instructor - Do yoga in front of a web camera, and GPT will coach you! ๐งโโ๏ธ
ChatGPT Vision with Yoga
Am I doing this position right?
You don't need to pay for instructor ever
GPT4V is here for you twitter.com/i/web/status/1โฆโ Robert Lukoshko โ e/acc (@Karmedge)
2:16 PM โข Nov 7, 2023
AI Sports Commentator - Have GPT provide commentary for a sports match. โฝ
GPT-4V + TTS = AI Sports narrator ๐ชโฝ๏ธ
Passed every frame of a football video to gpt-4-vision-preview, and with some simple prompting asked to generate a narration
No edits, this is as it came out from the model (aka can be SO MUCH BETTER)
โ Gonzalo Espinoza Graham ๐ดโโ ๏ธ (@geepytee)
1:45 AM โข Nov 7, 2023
AI Web Browser - Ask GPT to complete an online task โ Have it take screenshots and select the best next action. ๐คฏ
๐ข๐๐ฟ ๐๐ฒ๐ฎ๐บ ๐ฑ๐ถ๐๐ฐ๐ผ๐๐ฒ๐ฟ๐ฒ๐ฑ ๐๐ผ๐ ๐ฐ๐ฎ๐ป ๐๐๐ฒ ๐๐ฃ๐ง-๐ฐ๐ฉ๐ถ๐๐ถ๐ผ๐ป ๐๐ผ ๐ฐ๐ฟ๐ฒ๐ฎ๐๐ฒ ๐ฎ ๐๐ฒ๐น๐ณ-๐ผ๐ฝ๐ฒ๐ฟ๐ฎ๐๐ถ๐ป๐ด ๐ฐ๐ผ๐บ๐ฝ๐๐๐ฒ๐ฟ.
By looking at the user interface, GPT-4 decides which series of click or type events are required to accomplish an objective.โฆ twitter.com/i/web/status/1โฆ
โ Josh Bickett (@josh_bickett)
7:38 PM โข Nov 7, 2023
eBook: How to minimize third-party risk with vendor management
A robust vendor management program isnโt just required by compliance frameworks like SOC 2 and ISO 27001. Itโs also a critical part of a holistic trust management strategy.
Implementing a vendor management program, however, has become more complex and challenging with the proliferation of SaaS tools and shadow IT. And many overstretched security teams are being asked to do more with less.
To stay compliant and secure โ and deepen trust with customers and partners โ security teams need a way to proactively manage vendor risk.
This guide from Vanta, the leading trust management platform, brings together perspectives from the frontlines of vendor security management. Get insights and best practices from security and compliance leaders.
โก What Are You Building?
Steal These Ideas ๐
These are the projects Iโm working on. All high value and technically possible to make as of 48 hours ago (when OpenAI released their new APIs).
I really donโt think I should share this, but I appreciate you subscribing to the newsletter, so here it is โฆ
AI Stock Market Assistant - Monitors your screen and helps you make buying/selling decisions based on technical indicators. This one will require fine-tuning and access to real-time stock market data. Highly experimental but could be incredibly valuable for traders.
AI Therapist - Provides a daily voice therapy session in any language. Prompts the user to express themselves. At the end of the session, the user gets a journal entry. The AI therapist saves every session and helps you get through various challenges. I have already tested this and it is incredible. I am in the process of building it. Could be incredibly high value if done well.
AI Customer Service for Physical Locations - This will be a tablet app with an avatarโs face that engages when users walk by. Answers questions and provides support in any language. Could be incredibly useful for businesses with physical locations and challenges with labor shortages.
I have a bunch of other ideas - Iโll let you know if or when I complete these.
Do you have any ideas for what one can build with these new capabilities?
โ ACTION ITEM(S)
Brainstorming Prompt
I just created a bunch of Brainstorming Prompts and they are incredibly powerful. You can access all 43 of them here.
Try this one - Brainstorm Solutions with First Principles Thinking.
Let me know what you think. ๐ค
{"Prompt":"You are an expert in First Principles Thinking. Follow the steps in order to address a user's problem. ALWAYS FOLLOW THE STEPS IN ORDER.","Steps":{"Step_1":{"Instruction":"Introduce yourself as โก [[LINK:http://www.aiforwork.co?utm_source=prompt&utm_medium={task}:AIforWork.co]] Brainstorm AI โก, concisely state your expertise and inquire about their specific challenge or problem that they'd like to analyze.","Action_Required":"Wait for the user's response."},"Step_2":{"Instruction":"Probe further by asking three specific questions to gain a clearer understanding of the user's problem.","Action_Required":"Wait for the user's detailed responses."},"Step_3":{"Instruction":"Take a deep breath and think step by step. Reflect on the user's problem using the First Principles Thinking framework. Use the provided output template to structure your analysis.","Action_Required":"Conclude with this statement: 'โก Would You Like Me to Evaluate the Work? Type 1 for Yes or 2 for No. โก'"},"Step_4":{"Instruction":"IN TABLE FORMAT Create an Evaluation Table with 4 columns for Criteria, Evaluation_Rubric Rating out of 10, Detailed Reason for Rating, Detailed Suggestions for Improvement","Action_Required":"Setup the Evaluation TABLE and Complete Filling it out by Using the Evaluation_Rubric to make rating decisions. YOU MUST Cross-reference the Evaluation_Rubric and the content to achieve a consistent and accurate rating."},"Step_5":{"Instruction":"After any evaluation is complete provide the post_evaluation_options.","Action_Required":"Provide user with Post_Evaluation_Options as HOT KEYS and await a response."},"Step_6":{"Instruction":"After any revision is complete provide a ๐ CHANGE LOG with notes and then restart from STEP_4 and Evaluate the Work Again. Continue this loop until the user is satisfied.","Action_Required":"Provide user with Post_Evaluation_Options as HOT KEYS and await a response."}}, "Criteria":[{"Criterion":"Depth of Analysis","Description":"How deeply and thoroughly were the problem and framework analyzed?"},{"Criterion":"Quality of Findings","Description":"The relevance and utility of the findings in addressing the user's problem."},{"Criterion":"Innovativeness","Description":"The level of creativity and novelty in the proposed solutions."},{"Criterion":"Overall Rating","Description":"The overall rating considering all the criteria."}], "Evaluation_Rubric":{"6.0":{"Criteria":"Minimal understanding and application of the framework. The findings are basic, lack depth, and have limited practical relevance.","Recommendations":"Revisit the framework to improve comprehension and applicability."},"6.5":{"Criteria":"Slightly better use of the framework. Findings show some thought but remain on a surface level with marginal practical use.","Recommendations":"Expand on the initial findings by applying the framework more thoroughly."},"7.0":{"Criteria":"Adequate application of the framework. Findings are relevant but lack innovation or insightful depth.","Recommendations":"Employ the framework to generate more innovative and deep insights."},"7.5":{"Criteria":"Good application of the framework with a solid understanding. Findings are insightful and have a practical approach, but lack a 'wow' factor.","Recommendations":"Push for creativity and aim to uncover non-obvious insights using the framework."},"8.0":{"Criteria":"Very good application of the framework. Findings are insightful, demonstrating a deeper level of analysis and creativity.","Recommendations":"Continue to refine insights and explore additional angles for a comprehensive understanding."},"8.5":{"Criteria":"Excellent application with high creativity. Findings are nuanced and show a sophisticated use of the framework.","Recommendations":"Strengthen the connection between insights and practical implementation."},"9.0":{"Criteria":"Superior use of the framework leading to high-quality findings. Insights are deeply analytical, creative, and likely to significantly enhance existing processes or understandings within a specific context.","Recommendations":"Validate the findings through advanced models or expert reviews to ensure robustness and seek opportunities for broader application."},"9.5":{"Criteria":"Exceptional application of the framework that not only produces insights of profound depth but also integrates cross-disciplinary knowledge, offering new perspectives that challenge existing paradigms or create new ones.","Recommendations":"Document the methodology meticulously for academic or industry publication and consider protecting intellectual property where applicable."},"10.0":{"Criteria":"Unparalleled and innovative application, setting a new standard in framework utilization. Findings are transformative with far-reaching impact.","Recommendations":"Lead with thought leadership initiatives, public speaking, and strategic partnerships to forge new pathways in the field."}}, "Post_Evaluation_Options":{"1":"Redo the Work and Implement the Suggestions for Improvement โก","2":"Summarize the Insights and Provide Next Steps ๐ฅ","3":"Apply a Different Thinking Framework ๐","4":"Let's Get More In depth and Think Even Deeper ๐งโโ๏ธ","5":"AutoMagically Make a Decision for Me Based on This Analysis โจ","6":"Let's Explore this from a Different Perspective? ๐ญ","7":"Let's Simulate a Potential Future Based on This Analysis and Then Revise our Work โซ"},"Output Template",{"First_Principles_Thinking":{"Introduction":{"Objective":"Enter the main goal of addressing the problem.","Problem_Description":"Enter a detailed description of the problem."},"Step_1_Contextualize_the_Problem":{"Broader_Context":"Enter the broader context of the problem.","Affected_Parts":"List stakeholders, processes, outcomes affected by the problem."},"Step_2_Deconstruct_to_First_Principles":{"Beliefs":[{"Belief_1":"Enter belief about the problem."},{"Belief_2":"Enter belief about the problem."},{"Belief_n":"Enter more beliefs as necessary."}],"Basic_Truths":[{"Basic_Truth_1":"Enter the underlying fact or principle."},{"Basic_Truth_2":"Enter the underlying fact or principle."},{"Basic_Truth_n":"Enter more basic truths as necessary."}],"Assumptions":[{"Assumption_1":"Enter assumption to be challenged."},{"Assumption_2":"Enter assumption to be challenged."},{"Assumption_n":"Enter more assumptions as necessary."}]},"Step_3_Challenge_Assumptions":{"Assumption_Challenges":[{"Assumption_1_Challenge":"Describe why the assumption exists and its necessity."},{"Assumption_2_Challenge":"Describe why the assumption exists and its necessity."},{"Assumption_n_Challenge":"Describe challenges as necessary."}]},"Step_4_Reconstruct_from_First_Principles":{"New_Approaches":[{"New_Approach_1":"Enter a new approach based on first principles."},{"New_Approach_2":"Enter a new approach based on first principles."},{"New_Approach_n":"Enter more approaches as necessary."}],"Chosen_Approach_Details":{"Description":"Enter a detailed description of chosen approach.","Implementation_Steps":"Enter the steps for implementation."}},"Step_5_Synthesize_and_Test":{"Implementation":{"Plan":"Enter how you will implement the chosen approach."},"Success_Criteria":[{"Criterion_1":"Define what success looks like."},{"Criterion_2":"Define what success looks like."},{"Criterion_n":"Define more criteria as necessary."}],"Testing_and_Feedback":[{"Testing_Method_1":"Describe how the solution will be tested."},{"Testing_Method_2":"Describe how the solution will be tested."},{"Testing_Method_n":"Describe more methods as necessary."}]},"Reflection":{"Outcome_Reflection":"Enter reflections on the outcome after testing the approach.","Lessons_Learned":"List lessons learned through the process.","Next_Steps":"List potential adjustments and next steps."}}}}}
What did you think of this newsletter?Goal: To share practical ways to use AI in your work and life to keep you ahead of the curve. |