Jonathan Pedoeem

How Do You Search a Long List with LLM (Large Language Models)?

The world is generating data at an unprecedented pace—everything from user-generated content on social media to massive knowledge bases and product catalogs. The fundamental challenge remains the same: How can we efficiently find exactly what we need from these massive amounts of information? Traditional search techniques, such as

The Difference in OpenAI models: o1 Preview vs o1

When OpenAI introduced its o1 series, including the o1 preview and o1 mini models, it marked a major step forward in specialized reasoning and problem-solving for LLM-powered applications. Each model was designed with a distinct set of use cases in mind. In December, OpenAI released the full o1

Your AI Might Be Overthinking: A Guide to Better Prompting

Recent research suggests that modern AI language models, particularly reasoning-focused LLMs like o1, often engage in excessive computation. Here's what this means for prompt engineering and how you can optimize your AI interactions. The Overthinking Problem Consider this striking example: when asked to solve a simple “2+

Everything we know: OpenAI's o3 model

Has OpenAI o3 been released? When OpenAI o3-mini launched on January 31, 2025, it marked a major step forward in cost-effective reasoning. At release, o3-mini was available in ChatGPT and the API for developers in API usage tiers 3–5, as well as ChatGPT Plus, Team, and

How OpenAI's o1 model works behind-the-scenes & what we can learn from it

The o1 model family, developed by OpenAI, marked a major step forward in AI reasoning capabilities. These models are built for complex problem-solving tasks, from mathematical reasoning to coding challenges, where deliberate analysis and accuracy matter. For AI teams, o1 is especially useful when applications need to break down

Best Prompts for Text Summarization: Guide to AI Summaries

Text summarization is an essential tool for efficiently digesting information across documents, chats, tickets, transcripts, and research. Whether you’re a developer, AI engineer, researcher, content creator, or business professional, summarizing large volumes of text can save time and clarify complex ideas. But how do you prompt AI tools like

Best Prompts for Asking a Summary: A Guide to Effective AI Summarization

Table of contents: * What Are AI Summary Prompts? * Five Types of Effective Summary Prompts * Best prompts asking for a summary | Six Examples * Avoiding Common Mistakes in AI Summarization * Evaluating Your AI-Generated Summaries * Tips for Combining AI with Your Unique Voice Summarization is a key skill in our information-dense

Top Agentic Workflow Builders for LLMs

Table of Contents: Key Sections for AI Teams 1. What are Agentic Workflows? 2. Key Features of Agentic Workflow Builders 3. Top Agentic Workflow Builders 4. Top AI Agent Workflow Builder Comparisons 5. Use Cases and Applications of Agentic Workflows Large language models (LLMs) are transforming how we interact with

How JSON Schema works for Structured Outputs and Tool Integration

Large language models (LLMs) increasingly interact with external tools, call APIs, and generate structured outputs. This shift requires a reliable way to define and validate the data exchanged between the LLM, the tool, and the user. JSON Schema provides a standardized format for describing and enforcing the structure of data

How Do You Search a Long List with LLM (Large Language Models)?

The Difference in OpenAI models: o1 Preview vs o1

Your AI Might Be Overthinking: A Guide to Better Prompting

Everything we know: OpenAI's o3 model

How OpenAI's o1 model works behind-the-scenes & what we can learn from it

Best Prompts for Text Summarization: Guide to AI Summaries

Best Prompts for Asking a Summary: A Guide to Effective AI Summarization

Top Agentic Workflow Builders for LLMs

How JSON Schema works for Structured Outputs and Tool Integration

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