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Justin Macorin
The Prompt DeskEpisodes
Justin Macorin
The Prompt Desk
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Episodes of The Prompt Desk
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Explore the current landscape and future possibilities of AI agents with machine learning experts Justin and Brad. They discuss the trade-offs between specialized and general-purpose agents, the importance of domain expertise, and the potential
As AI agents powered by large language models become more complex, developers often encounter erratic and unexpected behaviors during testing. From agents falling into infinite loops to models struggling with certain data formats, these issues
[Bonus] This is a bonus episode. We had too many unreleased episodes in our backlog, so we decided to give you an extra treat this week! Hope you enjoy it!Join the discussion on how AI agents can intelligently browse websites to retrieve specif
Gain a better understanding of completion vs. chat completion methods for large language models. Get the scoop on why chat completions are great for building chatbots quick, but can sometimes go off the rails. Learn how to keep your model on tr
[Bonus] This is a bonus episode. We had too many unreleased episodes in our backlog, so we decided to give you an extra treat this week! Hope you enjoy it!Dive into the world of prompt engineering for large language models like GPT. This episod
In this insightful episode, hosts Justin Macorin and Bradley Arsenault chat with AI expert Abi Aryan to dive deep into the challenges of measuring the business impact of large language model applications. Abby draws from her 8 years of experien
[Bonus] This is a bonus episode. We had too many unreleased episodes in our backlog, so we decided to give you an extra treat this week! Hope you enjoy!This episode explores the idea of making large language model interactions more transparent
Did you immediately try out the GPT-4o model as soon as it came splashing across your news feed? If you were anything like your show hosts, you quickly realized that it's just one step in the ever-evolving world of AI. This realization might ha
Note! This is an episode that we found in our archive unreleased. It is one of the earliest episodes we ever recorded, but has so far gone not been listened to. It's not quite the same style as our current episodes, but we thought we'd release
In this insightful episode, hosts Bradley and Justin tackle the challenge of managing expectations when using large language models (LLMs) and AI agents for tasks like content creation and website interactions. They dispel the common misconcept
In this episode, we discuss, how we might protect prompt-based applications and LLMs from prompt injection. We discuss how data validation was done in the 1960s and modern libraries and techniques that can successfully act as a first line of de
If you are anything like us, for 36 hours your Twitter and LinkedIn feeds were set ablaze by claims that Llama 3 is the greatest LLM since sliced bread. But how do we know that is actually the case? How do we separate the hype and noise from th
As AI language models become increasingly powerful, more and more people are discovering the potential of well-crafted prompts to boost productivity and solve complex problems. Justin and Brad share their expertise on designing effective prompt
What is LLM and ML Ops? How has the field of MLOps changed with the introduction of LLM models? What is the emerging field of Prompt Ops? How should we measure the effectiveness of our models in production? To answer these questions, we invited
Explore the current landscape and future possibilities of AI agents with machine learning experts Justin and Brad. They discuss the trade-offs between specialized and general-purpose agents, the importance of domain expertise, and the potential
Prompt Injections might be the single biggest risk to the deployment of LLM systems. In this episode of The Prompt Desk, your host Bradley Arsenault sits down with researcher Jonas Geiping to talk about his research on LLM security.Jonas and hi
Explore the six essential components that define an AI agent in 2024, including input/output, memory, loops and recursion, third-party actions, and comprehension. Join Brad and Justin as they discuss the criteria needed for a sophisticated AI s
Are you wondering how LLM Agents can be applied in large enterprises? Are we all going to become managers to teams of AI systems, cobbled together like a rag-tag group of robot butlers? In the latest episode of The Prompt Desk, hosts Justin Mac
In this episode of The Prompt Desk, hosts Justin Macorin and Bradley Arsenault discuss the various ways they have been using coding assistants, such as Github Copilot, in order to boost their productivity as software developers. The two exchang
Join us with Sachin Kamath as we explore how to use AI in creative projects effectively and how we may effectively integrate AI into existing workflows, significantly enhancing productivity and creative output. We discuss frameworks for advance
Does Voodo in prompt engineering exist? The evolution from manual prompt crafting to automated refinement and optimization in AI interactions marks a transition from art to science. Let's discuss how initial natural language inputs transform, i
This episode discusses improving code generation with LLMs by dynamically extracting functions and context, using techniques like Python's inspect modules and JavaScript's toString. The goal is to produce code that integrates well with existing
Join us as we explore the advancements and challenges in implementing Retriever-Augmented Generation (RAG) systems for document retrieval and summarization, examining selective information inclusion, re-ranking strategies, and the importance of
Don't miss out on our discussion about the critical factors of expert domain knowledge, intellectual property, and the impact of first-mover advantage. These factors remain the most important competitive advantages, even in today's rapidly evol
In today's world, application security is more important than ever before. One of the most significant risks to application security is prompt injection. It can cause irreparable damage to your business. That's why it's critical to understand t
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