Metacognition, applied before the response.
Already part of how you work, revealed within AI.
In-person delivery in Northern Virginia.
Engagements accepted nationally.
A client struggles with setting boundaries... When they try to use a tool like ChatGPT, this struggle is present, in both personal and professional use of the tool.
There’s that familiar pull; did I handle that right, did I go too far, is this going to create a problem? That isn’t really about the task in front of them. It’s their mind working to manage risk in a relationship either a client, customer, friend, or family.
When they open AI to work on answering a client question, an email, a decision that needs to be made, on the surface, it’s a different task. But, the underlying original prompt has already been adjusted to boundry-less communications. Instead of staying with the task, the focus leans toward getting it right, avoiding upsetting someone, confirming a response just to "make sure" this is okay.
How the prompt is written; what gets included, what gets left out, how narrowly the question is written is all being learned by AI and its been trained to sound convincing using the learned characteristics of the prompter, with fewer possibilities for "potential right answers" explored or solutions...
The task didn’t change. The tool didn’t change. What shaped the response was already in motion inside of them, before it was written. Concierge Instruction Set™ provides pathways around this dynamic by establishing the boundaries upfront.
The responses received in AI, is not just generated.
It is influenced by:
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how the situation or prompt it worded
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what is included or left out of your prompts
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what is treated as important by you in responses
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how your meaning is interpreted before the response is written
Those decisions are still happening.
They are just happening quickly, and often in the moment without your insight.
When those decisions are not defined in advance, the output can feel:
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inconsistent
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overly confident
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incomplete
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or slightly off in ways that are hard to name
The Concierge Instruction Set™ makes those decisions visible before the response is generated.
It defines:
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how the work is interpreted by the tool
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what is being evaluated inside the large language model
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where variation is expected in the responses
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how the task is transformed into a deliverable and/or tool
So the interaction becomes more stable, without removing your role in it.
A Social Experience for Exploring AI, Together
The AI Pairing Table is a hosted lunch or evening experience where guests gather around real-world scenarios, compare live AI responses, and notice what changes before the response is ever written.
Designed more like a private tasting, than a workshop, each Table blends conversation, reflection, and guided exploration in elegant venues throughout Loudoun County.
No technical background required.
COMING SOON
Structured Task Session
See how this applies to your work in one focused session
You bring a task or scenario for work you'd like to use AI technology for.
We walk through it together and return a checklist you can use when working in AI.
You can use it to:
• Complete the task in AI with a clear starting point
• see how the task can be handled in AI
• recognize where responses may need a second look before being used
The checklist reflects your work as you already do it, written so it can be used in AI.
The Concierge Instruction Set™ is a written instructional document that distributes educational materials, namely, delivery by non-electronic means of written instructions recorded on computer media for others on how to complete a task using artificial intelligence, utilizing information about business workflows, internal role training, and organizational processes. It does not provide software, system integration, or automation tools.