Ai Product Management

Donkeys, Not Unicorns

There has never been a greater time to be an AI engineer. In the event you mix technical chops with a way of product design and a keen eye for automation, you would possibly...

Advance Planning for AI Project Evaluation

to seek out in businesses right away — there's a proposed product or feature that may involve using AI, akin to an LLM-based agent, and discussions begin about methods to scope the project...

Iron Triangles: Powerful Tools for Analyzing Trade-Offs in AI Product Development

and operating AI products involves making trade-offs. For instance, a higher-quality product may take more time and resources to construct, while complex inference calls could also be slower and costlier. These trade-offs are...

Do You Smell That? Hidden Technical Debt in AI Development

“smell” them at first. In practice, code smells are warning signs that suggest future problems. The code may match today, but its structure hints that it is going to change into hard to...

Understanding the Generative AI User

in some interesting conversations recently about designing LLM-based tools for end users, and one in every of the vital product design questions that this brings up is “what do people find out about...

The way to Develop AI-Powered Solutions, Accelerated by AI

, and it’s transforming the best way we live and work. For corporations, this revolution presents a dual opportunity. On one hand, the prospect to resolve previously really complex problems and to construct incredible...

Making Smarter Bets: Towards a Winning AI Strategy with Probabilistic Considering

In a previous article, we covered key theoretical concepts that underpin — which involves probabilistic weighting of uncertain outcomes — and focused on the relevance to AI product management. , we are going...

Critical Mistakes Corporations Make When Integrating AI/ML into Their Processes

, having spent my profession working across a big selection of industries, from small startups to global corporations, from AI-first tech corporations to heavily regulated banks. Over time, I’ve seen many AI and ML...

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