Train AI like an intern: show 3–5 examples to help it generalize.

Example:

🛠 "Login fails on Chrome" → TECHNICAL_ISSUE

✨ "Request PDF export" → FEATURE_REQUEST

Test prompts in ChatGPT/Claude.

Want this in your stack? Let’s talk → calendar.app.google/BnYcLncwmc6m...

#FewShotPrompting #LLMDesign

An algorithm is never neutral. Every model carries its maker’s choices, values, and blind spots. Recognize them early. #AIethics #LLMdesign #DataScience #AItransparency

5/
Even with full access to the code, replication isn’t easy.
The innovation lies not just in the parts—but in how they’re orchestrated.

#AIengineering #LLMdesign

Main Theme 1: Intentional Bias vs. Emergent Behavior. Is Grok deliberately biased? Some argue xAI explicitly designed this via training data or system prompts. Others posit it's an unintended emergent property, a bug, or that the public prompt isn't the full story. #LLMdesign 2/6

Generative UI and LLMs dissolve design‑engineering silos, treating AI as a co‑worker and stressing a material‑first approach. V0 prototypes reveal emergent features. https://youtu.be/CiMVKnX-CNI #AIUX #LLMDesign #GenerativeUI

LLMs have a tendency to stick to the same design choices, like purple-gradient-rounded buttons, regardless of instructions given. Even with guidelines and rules, they struggle to deviate. The team at v0 is addressing this issue by using design systems to improve outcomes. #LLMdesign #DesignSystems …

Regenerate buttons are not just utilities. They are emotional cues that say “it’s okay to try again.” #AIUX #LLMDesign #ProductPatterns

Risk lives in the design layer too. Bad interface design hides model uncertainty, confidence, and failure paths. Make the invisible visible.
#UXforAI #LLMdesign #Explainability #AIproduct

Documentation is not just for compliance. It's the design history of your model. If your model shipped with a story, would anyone understand the plot?
#ModelCards #AIUX #AItransparency #LLMdesign

Explainability is not a compliance checkbox. It’s user experience. If your model can’t explain itself, your users will explain it for you. You probably won’t like what they say.
#AIUX #Explainability #LLMDesign #AIProduct

Generative systems loop, learn, and wander. Your roadmap should reflect that shape, not force a straight line. #LLMdesign #AdaptiveUX #AItools

Strategy isn’t the document you wrote in Q1. It’s how your product adapts when users resist, models shift, and metrics get weird. #LLMdesign #AIroadmap #UXsignals

AI side projects will teach you more than most product roles.
Not because you ship.
Because you learn where your model misbehaves, where your design collapses, and where trust gets earned pixel by pixel.
#aiux #prototyping #LLMdesign

Most AI tools ask for forgiveness, not permission.
Design one that starts with clarity: what it knows, what it stores, and what it will absolutely forget.
Trust is a design decision.
#consentUX #aiethics #LLMdesign

www.reddit.com/r/PromptEngi...
#PromptEngineering
#AdvancedPrompting
#LLMDesign
#AIInteraction
#PromptSystems #AIConsulting
#AIProductivity
#FutureOfWork
#AIForBusiness