The Prompt Desk

Justin Macorin, Bradley Arsenault
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Podcast The Prompt Desk

Embark on a captivating exploration of Large Language Models (LLMs), prompt engineering, and generative AI with hosts Bradley Arsenault and Justin Macorin. With 25 years of combined machine learning and product engineering experience, they are delving deep into the world of LLMs to uncover best practices and stay at the forefront of AI innovation. Join them in shaping the future of technology and software development through their discoveries in LLMs and generative AI. Podcast website: https://promptdesk.ai/podcast Hosted by Ausha. See ausha.co/privacy-policy for more information.

  1. 28. AUG.

    Multilingual Prompting

    Have you ever tried to run a prompt in another language and gotten completely different results? It is a sad truth that our LLM models continue to work best in English. It is something that will probably always remain true because of the dominance of the English language, which ensures that a disproportionate amount of the worlds data is found in English.In this episode of The Prompt Desk, your hosts Justin Macorin and Bradley Arsenault discuss their relatively brief experiences with trying to get prompts working well in other languages, and provide some tips and tricks based on what they have learned so far.---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    16 Min.

  2. 21. AUG.

    Safely Executing LLM Code

    In this episode, AI experts Bradley Arsenault and Justin Macon dive deep into the challenges and best practices for safely executing code generated by large language models in a production environment. They discuss key security considerations, containerization techniques, static/dynamic code analysis, and error handling - providing valuable insights for anyone looking to leverage the power of LLMs while mitigating the risks of abuse by AI hackers. ---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    18 Min.

  3. 14. AUG.

    How to Rescue AI Innovation at Big Companies

    In this episode, we dive into how companies can compete and innovate in the age of AI. We explore the limitations of simple "Generate with AI" buttons and discuss the need for more radical changes in AI implementation. Drawing from Clayton Christensen's work on disruptive innovation, we examine why large organizations struggle with adopting transformative technologies and suggest strategies for both big and small companies to stay competitive. We also touch on the challenges of transitioning traditional business models to AI-driven approaches, the importance of organizational agility, and the potential of modular organizational structures. Whether you're part of a Fortune 500 company or a nimble startup, this episode offers insights on navigating the AI revolution and maintaining your competitive edge. ---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    19 Min.

  4. 7. AUG.

    How UX Will Change With Integrated Advice

    Are you tired of hearing about agents? Chat-bot this, agent that. It's the only way to apply AI that anyone talks about. But are agents the only way to use LLM technology? Is everything just converging towards conversational interface?In this episode of The Prompt Desk, your show hosts discuss a different way to use cutting edge AI in user-interface design: integrated advice. Using LLMs, we can provide AI driven tips, tricks, hints, and feedback on the open-ended text-boxes in our user interfaces. In everything from writing job descriptions and product descriptions, through to social media posts or comments - user interfaces are full of open-ended textbox inputs that are just dying to receive an 21st century makeover.Download the episode to hear more! ---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    17 Min.

  5. 31. JULI

    Prompting in Tool Results

    If you are using systems prompts, chat completions, and tool completions with OpenAI, you might find it challenging to get the model to follow your prompts. If you are like the show hosts, you often find that there are certain instructions that your bot just refuses to listen to!In the latest episode of The Prompt Desk, show host Bradley Arsenault shares with Justin Macorin the latest technique he has been using to improve the reliability of behaviours that the bot refuses to comply with.That new technique is to add additional instructions in prompts mid-conversation using tool results. Instead of seeing a tool result as simply containing data, you should rethink your tool results as combining both data and a prompt on what the bot should do with that data. With this technique, your show hosts have improved the reliability of their bots significantly.---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    19 Min.

  6. 24. JULI

    Can custom chips save AI's power problem?

    Cutting-edge AI models use a lot of power. It is not uncommon to hear of data centers under construction that require the power output of the largest nuclear reactors all by themselves. Large tech companies used to tout their green credentials - now they quietly buried that message to pursue fortunes in generative AI. In this environmentally conscious episode of The Prompt Desk, your hosts Justin Macorin and Bradley Arsenault sit down with hardware entrepreneur Raymond Chik to talk about his startup, Untether.ai, to understand what the next generation of AI chips will look like. We dig into how it's possible to make a chip do the same calculations more efficiently, how to compete with Nvidia and other dominant chipmakers, and everything about hardware chips. ---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    37 Min.

  7. 17. JULI

    Towards an Inter-Agent Communication Standard

    In this future-looking episode, hosts Bradley Arsenault and Justin Macorin discuss how agents might communicate with each other in the future. Will agents be making HTTP requests to each other? Will agents dial each other up on the phone? Might it be possible that one-hundred years from now, all our AI systems communicate to each-other over plain-text UTF-8 Telnet connections? Brad and Justin discuss what an interagent communication standard might look like. Brad makes the case that plain-text HTTP Post requests, using plain vanilla HTTP headers, will be how most agents talk to each other. ---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    21 Min.

  8. 10. JULI

    Should we let prompts write prompts?

    In this thought-provoking episode, hosts Bradley and Justin explore the intriguing concept of using AI to write prompts for other AI systems. They delve into the paradoxical nature of this idea and discuss potential approaches to make it feasible.The hosts emphasize the importance of having a structured system and well-defined schemas when attempting to automate prompt creation. They argue that abstract prompt generation without context is impractical for real-world applications. Instead, they propose leveraging existing prompts and system knowledge to guide AI in creating new, relevant prompts.Bradley and Justin examine various methods for AI-assisted prompt writing, including fine-tuning models on existing prompts and using few-shot learning approaches. They stress the need for human oversight in the process, likening LLMs to three-year-olds that require clear examples and guidance.The conversation touches on the challenges of prompt iteration and version control, with Justin suggesting the potential for developing tools to manage prompt versions effectively. The hosts also briefly discuss optimization approaches and the complexities of chaining multiple prompts together.Throughout the episode, Bradley and Justin provide a pragmatic perspective on the future of AI-assisted prompt engineering, balancing enthusiasm for innovation with realistic expectations about current AI capabilities. Listeners will gain valuable insights into the nuanced world of prompt creation and the potential for AI to augment this process in meaningful ways.---Continue listening to The Prompt Desk Podcast for everything LLM & GPT, Prompt Engineering, Generative AI, and LLM Security.Check out PromptDesk.ai for an open-source prompt management tool.Check out Brad’s AI Consultancy at bradleyarsenault.meAdd Justin Macorin and Bradley Arsenault on LinkedIn.Please fill out our listener survey here to help us create a better podcast: https://docs.google.com/forms/d/e/1FAIpQLSfNjWlWyg8zROYmGX745a56AtagX_7cS16jyhjV2u_ebgc-tw/viewform?usp=sf_link Hosted by Ausha. See ausha.co/privacy-policy for more information.

    19 Min.
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Info

Embark on a captivating exploration of Large Language Models (LLMs), prompt engineering, and generative AI with hosts Bradley Arsenault and Justin Macorin. With 25 years of combined machine learning and product engineering experience, they are delving deep into the world of LLMs to uncover best practices and stay at the forefront of AI innovation. Join them in shaping the future of technology and software development through their discoveries in LLMs and generative AI. Podcast website: https://promptdesk.ai/podcast Hosted by Ausha. See ausha.co/privacy-policy for more information.

Informationen

  • Erstellt von
    Justin Macorin, Bradley Arsenault
  • Jahre aktiv
    2023 - 2024
  • Folgen
    48
  • Bewertung
    Unbedenklich
  • Copyright
    © Justin Macorin, Bradley Arsenault
  • Sendungswebsite
    The Prompt Desk

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