Tags

How to Automate Product Release Notes with AI

Let’s face it—writing release notes can be tedious. You’ve just finished juggling development deadlines, testing cycles, and last-minute bug fixes. Now, you’re tasked with the job of ...

In Automation, Productivity, Product Management, Dec 29, 2024

Knowledge-Augmented Generation (KAG): A novel approach to AI search

For product managers, the challenge is that AI systems often fall short when faced with the nuanced decision-making required in highly specialized fields such as healthcare, law, and ...

In Search, Product Design, Dec 26, 2024

7 Prompt Engineering Techniques to Sharpen Your ChatGPT Results

When it comes to bridging human creativity with the power of artificial intelligence, clarity in communication makes all the difference. In other words: if you want useful AI answers,...

In Prompt Engineering, Dec 08, 2023

Leveraging AI Responsibly in Product Development: Lessons from ChatGPT’s Data Extraction Vulnerability

Recent research uncovered a surprising vulnerability in ChatGPT’s training data, sparking a bigger conversation about security and privacy in AI-powered products. Below, we’ll explore...

In Security, Nov 30, 2023

DetectGPT

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

zero-shot detection

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

probability curvature

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

AI-generated text

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

GPT

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

text authenticity

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

language models

Can You Reliably Detect Machine Generated Content?

The proliferation of AI-generated text has accelerated rapidly due to the unprecedented growth of large-scale language models such as OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’...

In Product Design, Language Models, Oct 01, 2024

sticky

Streamlining Your Workflow: Why I Built the Prompt Repository and How You Can Use It

Time is our most precious commodity. Whether you’re a software engineer, content creator, or product manager, repetitive tasks often drain our time and energy—time better spent on inn...

In Automation, Productivity, Dec 28, 2024

AI Bias

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

Fairness in AI

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

Machine Learning Ethics

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

Bias Mitigation

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

Technology

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

Data Science

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

AI Bias: How It Happens, Why It Matters, and Ways to Fix It

Artificial intelligence (AI) can seem magical. It powers search engines, recommends movies, and even helps doctors. But there’s a big challenge many people don’t see: bias. AI bias ca...

In Artificial Intelligence, Ethics, Machine Learning, Jan 01, 2025

GRPO

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Reinforcement Learning

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Machine Learning Optimization

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Training Large Language Models

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

AI Development

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Stable Training Techniques

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Artificial Intelligence

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

Model Stability

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025

AI Model Training

The Definitive Guide to GRPO: Optimizing AI Models with Group Relative Policy Optimization

Large Language Models (LLMs) have transformed the way we approach artificial intelligence, enabling applications from chatbots to coding assistants. However, training these models eff...

In Artificial Intelligence, Reinforcement Learning, Machine Learning, Model Optimization, Jan 27, 2025