Of course – there's still a lot of complexity in how you create memories to store here, and how you use them We believe this will be application specific, but we want share best practices and conventions, so we spent a ton of time writing conceptual docs on this (next tweet)
PROMPT ENGINEERING
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Application-Specific Memory Implementation in AI Systems
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We saw that applications that successfully implemented memory were implementing it in an application specific way A coding app may care about a users language, preferred libraries, and proficiency level A companion app may care about a users name, age, friends, etc
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Using Copilot Effectively: Let Suggestions Guide Your Workflow
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you are probably using it wrong. you do your thing and let it suggest. makes repetitive and boring things fast and sometimes suggestions are good too! thats how i use copilot.
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Small AI Models: Strategic Use Beyond Knowledge Storage
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You have to use these small models differently than the larger ones, typically not as knowledge ressource (they have limited storage capacity) for instance but more for creativity, reformulations, processing, etc. With external tools (eg search) and long context, they will become
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Natural Language AI Autonomy Levels Task Execution
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Accepts instructions in natural language, executes autonomously with minimal intervention. Varying levels of autonomy based on task and system intelligence.
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LLM Pleaser Tendency and Unconscious Role Matching
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on the strong « pleaser » tendency of LLMs, matching the role you’re unconsciously asking them to play
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Using ChatGPT to Navigate the Innovator’s Dilemma
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10/ The Innovator's Dilemma Prompt: "ChatGPT, how can [Your Company] navigate the Innovator's Dilemma by innovating while maintaining our current customer base?"
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Using ChatGPT for Product-Market Fit Strategy
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9/ Product by Martket fit Prompt: "ChatGPT, what steps can I take to achieve a tighter product-market fit for [Your Product]?"
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Using ChatGPT to Identify Jobs-to-be-Done
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8/ Jobs-to-be-done Prompt: "ChatGPT, help me identify the core jobs-to-be-done for [Target Audience] in [Your Industry]."
