The session covered three high-impact AI prompt strategies designed to boost accuracy, creativity, and continuity in business applications.
Key frameworks discussed were the CCC (Context, Constraints, Criteria) method with self-verification, creative role-based brainstorming, and prompt-based continuity for simulated AI memory.
Practical example prompts were provided alongside quick variations for each approach.
Attendees were encouraged to experiment with these moves, join a free AI-focused community, and access a free advanced prompt engineering guide offered by HubSpot.
Action Items
N/A: No explicit owner-assigned action items or deadlines were mentioned in the transcript.
AI Prompt 1: Accuracy and Truth (CCC Framework & Self-Verification)
Emphasized the importance of using AI as a factual accuracy partner rather than a "yesman."
Introduced the CCC framework: Context (define background), Constraints (set source, date, scope), and Criteria (spell out what makes a good answer, e.g., separate facts from inferences, cite sources, provide confidence scores).
Layering with self-verification requires the AI to check the quality of its response before delivering it by auditing for assumptions, providing sources, highlighting biases, and offering confidence ratings.
Provided both a gold-standard long prompt and several quick variations for fact-checking, bias detection, requesting multiple perspectives, and confidence ratings.
Addressed the problem of generic responses resulting from generic prompts.
Recommended assigning the AI a creative role, applying unique constraints, and invoking contrast/mashups for idea generation.
Outlined example prompt structures that encourage lateral thinking, wild ideas, and pattern recognition.
Suggested quick variations: idea stretch (push beyond obvious), role swap (famous or fictional characterâs view), industry mashup, and constraint-driven brainstorming.
Reinforced that unique questions yield unique (and better) answers.
AI Prompt 3: AI Memory & Context Continuity
Highlighted that AI's lack of memory disrupts workflow continuity and leverage.
Advised users to summarize each sessionâs key decisions, style, and goals, and feed this recap into the start of subsequent sessions (âcontext injectionâ).
Provided prompt templates for recaps, style/voice consistency, and ongoing project tracking.
Encouraged building habit of using continuity prompts to accelerate compound intelligence and productivity.
Decisions
Share three key prompt frameworks for AI use â To maximize AI impact in business through improved accuracy, creativity, and continuity.
Promote free HubSpot prompt engineering resource and AI community participation â Provides extended learning beyond the session and ongoing peer collaboration.
Open Questions / Follow-Ups
No explicit open questions or pending issues were noted in the transcript. Attendees are encouraged to experiment and provide feedback in the accompanying community.