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Building Resolution Bot: How to apply machine learning in product development

Intercom, Inc.

We are at the start of a revolution in customer communication, powered by machine learning and artificial intelligence. So, modern machine learning opens up vast possibilities – but how do you harness this technology to make an actual customer-facing product? The cupcake approach to building bots.

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The new dawn of Machine Learning

Intercom, Inc.

GPT-3 can create human-like text on demand, and DALL-E, a machine learning model that generates images from text prompts, has exploded in popularity on social media, answering the world’s most pressing questions such as, “what would Darth Vader look like ice fishing?” Today, we have an interesting topic to discuss.

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Core Concept: What Roles are Represented in a Product Trio?

Product Talk

In my book Continuous Discovery Habits , I wrote that a product trio is typically comprised of a product manager, a designer, and a software engineer. The most common form of cross-functional collaboration happens between product managers, designers, and engineers. Some with quite a bit of outrage. This concept is not new.

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

Product Talk

I started my career as a software engineer. When I say product team, I mean product managers, designers, software engineers. 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.

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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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Product Trios: What They Are, Why They Matter, and How to Get Started

Product Talk

For example, if you work on a machine learning API, it might make sense to include a data scientist in your trio, making it a quad. You can learn more about the roles in the product trio in this article: Core Concept: What Roles Are Represented in a Product Trio? And they iteratively test and develop those solutions together.

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Top Six eCommerce QA Tips: What to Undertake to Keep Ahead of the Competition

The Product Coalition

Do not bail on cybersecurity testing With the growing complexity of eCommerce apps , a notable increase in functionality, as well as their high level of personalization, it’s essential to have regular security monitoring, as it’s a must for enabling customer data confidentiality, integrity, and availability.