From Deterministic to Probabilistic Thinking

• Precision tolerance

Procedural & Generative AI can compensate each other

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Binary - Either | Or

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Probabilistic - Chance

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Content Strategy eats AI strategy for Breakfast

• Where the real work is
• Nothing will save you from bad data, & most data is bad

Legibility is Non-Negotiable

• The Greater the change, the Greater the legibility needed
• Legibility needs to be a first-class citizen

Conversation is the Key Value Driver

• Increased Context
• One shot approaches have high risk of failing
• Relevant follow-up questions

Crafting is more important than creation

• First version will be bad
• Work to Craft is astleast double than the work to create
• Follow the Users, not the other way Around

Work Backwards

Beware of the Summary Trap - LLMs Smooth out the spikes

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In land of LLMs, the weird king is Human

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Q. Orchestrator UI

A. In the context of AI and product development, Orchestrator UI typically refers to a user interface that manages or coordinates multiple AI models, agents, or services