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Don’t Use Generative AI to Replace Discovery with Real Humans

Product Talk

I’m disappointed to see the rise of generative AI tools that are designed to replace discovery with real humans. I’m a big fan of generative AI. I’ll then share how and where I think generative AI can help, and clearly identify what we should avoid. Too many generative AI tools miss this point.

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Generative AI Solutions: Revolutionizing the Content Industry

The Product Coalition

Artificial Intelligence (AI) has greatly evolved in many areas, including speech and picture recognition, autonomous driving, and natural language processing. However, generative AI, a relatively new area, has become a game-changer in data generation and content creation.

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Spark: Bringing generative AI to Mixpanel

Mixpanel

Generative AI is unframing all of that. You can now click a button to get AI to write and organize it for you. And when we started exploring the possibilities with generative AI months ago, we saw pretty quickly how it would help us accelerate our vision to bring analytics to everyone.

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Y Oslo 2024: When It Comes to Discovery, Something is Better Than Nothing

Product Talk

There’s a lot of YouTube videos that give you really basic tools. How we build might change with generative AI. Maybe how we synthesize customer needs might change with generative AI, but those broad buckets, I think, are fairly stable. I’m really excited about generative AI.

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Pinterest’s Personalization Playbook

UX Planet

A Quick Look at theIndustry Analyzing personalization leaders like TikTok, Instagram, YouTube, Amazon, and Netflix provides valuable benchmarks: TikTok has set a benchmark with rapid responsiveness and hyper-personalized short-form video content, driving exceptional user sessionlengths.

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7 Key Design Patterns for AI Interfaces

UX Planet

Input Form + Prompt-Engineered Forms Example: Resume builders, content generators, AI designtools Some of the most successful AI products abstract the complexity of prompt-writing into structured input forms, turning open-ended generative tasks into guidedflows. tutor, coach, assistant) - Transparent contextwindows 3.

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Improving Image Generation AI to Inspire Creativity

UX Studio

Current generative AI tools can come up with videos and images within minutes. Are they prepared to generate unpredictable visual assets based on prompts? Will image generation AI help them? Generative AI’s visual generation capabilities are improving very fast.