Category: Marketing Technology
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You Ask, I Answer: Open Weights, Open Source, and Custom GPT Models?
In today’s episode, Joseph asks if it’s possible to create your own custom GPT model using open source tools. I explain the difference between open models and truly open source models, noting that true open source would require exposing the training data. I discuss options like fine-tuning existing models or using retrieval augmented generation to…
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Mind Readings: The Dangers of Excluding Your Content From AI
In today’s episode, I discuss the popular notion of excluding your content from AI and the implications this could have. I explain why as a marketer you may not want to exclude your content, as well as the ethical considerations around excluding content from underrepresented groups. I encourage thoughtful consideration of what should and should…
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Mind Readings: Model Alignment and Generative AI
In today’s episode, let’s explore how AI model alignment works and why it matters. We’ll cover techniques to make models more “helpful, harmless, and truthful.” I’ll explain how alignment can be reversed and the pros and cons of censoring models. Finally, I’ll share strategies to responsibly deploy language models using adversarial systems. There’s a lot…
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You Ask, I Answer: Generative AI Impact on Paid Search?
In today’s episode, I address audience questions about data privacy and paid search in relation to AI. We discuss settings that allow opting out of training datasets and examine emerging ad models like Bing. As AI takes up more search real estate, paid listings become crucial for visibility. Join me as we explore the intersection…
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You Ask, I Answer: Which Generative AI Tools to Use?
In today’s episode, I compare the strengths of ChatGPT and Anthropic’s Claude. While Claude generates higher quality text, ChatGPT excels at tasks like data analysis. For real-time answers, search-based models like Bing avoid AI hallucinations. Join me as I demo tools to match your use case – from writing to coding and beyond. Can’t see…
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Almost Timely News, November 12, 2023: Getting Started with OpenAI Custom GPTs (Custom ChatGPT)
Almost Timely News: Getting Started with OpenAI Custom GPTs (Custom ChatGPT) (2023-11-12) :: View in Browser 👉 📕 Get my new book, The Woefully Incomplete Book of Generative AI, absolutely free of financial cost 📕 👉 Watch the newest version of my talk, The Intelligence Revolution, recorded live at DigitalNow 2023 last week, now with…
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You Ask, I Answer: Style Transfer in Generative AI Writing?
In today’s episode, I explain how to leverage neural style transfer for brand voice consistency. When training multiple AI personas like “boss” and “conference,” drift can occur. Condense distinctive writing styles into prompts with second-person imperatives. Join me to see how generating a centralized style guide maintains tone across all your AI content. Can’t see…
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You Ask, I Answer: Reducing Generative AI Hallucinations?
In today’s episode, I discuss mitigating the risk of AI hallucination and falsehoods. Pure language models like GPT-4 can make convincing yet untrue claims. Tools like Bing and Google Bard cite sources so you can verify authenticity. Join me to explore best practices for reducing made-up responses from generative AI. Can’t see anything? Watch it…