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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. My advice in this article may not stand the test of time.

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519: Product verification, most important of the 19 activities of product management – with Nishant Parikh

Product Innovation Educators

Product Verification In discussing product verification, Nishant highlighted how this crucial activity has transformed dramatically with the adoption of different development methodologies, particularly in the software industry. Conclusion Software product management is far more nuanced and context-dependent than many realize.

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

Product Talk

We can actually test our designs. Assumption Tests Help Us Discover the Right Solutions This is where our second small research activity is going to come into play. We’re going to test, does this solution address the target opportunity? How we build might change with generative AI.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

Key Learning Objectives: How to leverage human feedback and observability frameworks to detect when the system generates incorrect output and as the basis for accuracy improvements 📈 How the use of playgrounds integrated into the administrative console of the application can isolate the source of the error 🔍 How building a robust regression (..)

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Unlocking Efficiency: Harnessing the Power of Generative AI in Business Operations

The Product Coalition

However, a new era of possibilities has dawned with the emergence of Generative AI (GenAI). A recent study by Gartner revealed that more than 80% of enterprises will have used Generative AI APIs or deployed Generative AI-enabled applications by 2026, highlighting its potential to transform various functions.

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Assumption Testing: Everything You Need to Know to Get Started

Product Talk

A regular cadence of assumption testing helps product teams quickly determine which ideas will work and which ones won’t. And sadly, most product teams don’t do any assumption testing at all. In this article, I’ll cover assumption testing from beginning to end, including: Why should product teams test their assumptions?

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation metrics for at-scale production guardrails.

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A Tale of Two Case Studies: Using LLMs in Production

Speaker: Tony Karrer, Ryan Barker, Grant Wiles, Zach Asman, & Mark Pace

We'll walk through two compelling case studies that showcase how AI is reimagining industries and revolutionizing the way we interact with technology.