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    <loc>https://ai-odyssey.com/blog-1</loc>
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    <lastmod>2025-07-12</lastmod>
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  <url>
    <loc>https://ai-odyssey.com/blog-1/architecting-agentic-solutions</loc>
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    <lastmod>2025-02-08</lastmod>
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      <image:title>Blog - Designing process-oriented AI solutions - Step 3 - process-oriented, agentic, integrated AI</image:title>
      <image:caption>The titles here are getting longer, but this is quite a simple step up from 2. Here, we don’t need users to trigger or progress AI responses or even their system actions. Humans become an important part of the picture (e.g. for review, approval and refinement) but AI is the driver. So we’re really moving from a user perspective to a business perspective. It’s not that big a step - all the hard yards were done in 1 (creating the model). Here, we just need a structure that treats the thread as more of a workflow, or context window. Then we can have event-based triggers that kick-off automated processes. These can have AI, human, and standard automation components. This needs more space to discuss, but trust me, it’s simple.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/25e722d5-805f-4592-9aa1-9cf78c1b4e9e/output+%281%29.png</image:loc>
      <image:title>Blog - Designing process-oriented AI solutions - Step 2 - agentic, integrated AI</image:title>
      <image:caption>This is where it starts to become a little more exciting, and the benefits start to become a little more tangible. AI can become an agent, working on behalf of the user. To achieve this, we provide system instructions and files to AI models, giving them the context and knowledge to emulate various personas, such as a case worker at a financial institution. We then provide the connectors to link these agents* into various systems, completing actions such as getting the weather, generating a custom report, or creating a financial journal entry.</image:caption>
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      <image:title>Blog - Designing process-oriented AI solutions - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/ee59acc8-de08-499d-99a3-cd808ac48b91/output.png</image:loc>
      <image:title>Blog - Designing process-oriented AI solutions - Step 1 - generic AI</image:title>
      <image:caption>Think ChatGPT. An intelligent chatbot. It can respond to prompts and event refer to documents and images. Models like o1 can even apply reasoning to “think” through problems with greater depth. In the end though, the output is generated within the same interface, whether it be a video, image and/or text. The user needs to provide the complete prompt, including any context, within the one thread. From there they either read the response or read it and copy-paste it somewhere else. It’s taking the most advanced technology ever developed and bottlenecking it with something as basic as a clipboard. Fundamentally, the biggest constraint from an ROI perspective is that this kind of tool is all about adoption. People need to actively seek it out and use it effectively to drive results, and such results can only be at best inferred post-hoc.</image:caption>
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  <url>
    <loc>https://ai-odyssey.com/blog-1/user-experiences-in-an-ai-driven-world</loc>
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    <priority>0.5</priority>
    <lastmod>2024-07-22</lastmod>
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      <image:title>Blog - User experiences in an AI-driven world - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/1410818e-1ebf-44c8-ad69-3b873fea5977/jfad2010_httpss.mj.rune42-QkIVMFE_Abstract_art_of_reports_figur_a2d9287e-f375-4944-8a60-4c20335fa3e6.png</image:loc>
      <image:title>Blog - User experiences in an AI-driven world - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  </url>
  <url>
    <loc>https://ai-odyssey.com/blog-1/exploring-the-business-applications-of-multi-modality</loc>
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    <priority>0.5</priority>
    <lastmod>2024-06-02</lastmod>
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      <image:title>Blog - Exploring the business applications of multi-modality - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/ac0996fd-756c-4c90-9334-459ce0b4c22c/jfad2010_camera_speaker_diary_on_old_wooden_bench_in_cabin_--_ffe48d24-fd48-40c5-9868-2330b0a280a9_1.png</image:loc>
      <image:title>Blog - Exploring the business applications of multi-modality - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://ai-odyssey.com/blog-1/the-endgame</loc>
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    <priority>0.5</priority>
    <lastmod>2024-05-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/851ba4c0-c270-46ea-bc0d-55b3cee25681/jfad2010_Flaming_destroyed_robot_in_fissure_crack_from_earthq_8ac81922-4e9f-4ace-90f1-6c87b7a4fe7a_1.png</image:loc>
      <image:title>Blog - The endgame: exploring the future of AI - Regression: a reversal of fortune ()</image:title>
      <image:caption>We may just be in a kind of wild west phase of AI, where it is fairly unregulated, and nobody really knows what they’re doing with it. It’s possible that a culmination of factors starts to drag it back. AI has trawled most of the internet by this point, and so the idea of it being trained on even more data rings a little like those sub-prime mortgages layered in before the GFC. Perhaps nobody really figures out synthetic data in a meaningful way (data for AI to train on created by AI). Perhaps the internet becomes filled with images and text to jailbreak AI, or just corrupt it. Beyond this, regulations could, rightly or not, hamper further progress in AI, or even revert it. AI companies could be required to remove specific data sets, weakening their models. In any case, let’s not take for granted what we have now.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/786037db-ed9a-4108-bfdd-377012e43850/jfad2010_robot_that_has_run_out_of_fuel_alone_--chaos_20_--ar_9dbaacdb-27a2-4432-9a4f-cdf9757bf4e2_0.png</image:loc>
      <image:title>Blog - The endgame: exploring the future of AI - Bubble: like stagnation, but worse ()</image:title>
      <image:caption>Markets are chaotic and irrational. Right now, big tech is betting hard on AI, such as Microsoft, with their planned $100 billion USD data center. But will it pay off? Gartner indicates that Gen AI is at the peak of inflated expectations before the trough of disillusionment. Maybe just due to its inherit nature it won’t integrate into businesses to the extent the market is betting it will. Sam Altman (Open AI CEO) recently said “Does the global economy feel any different to you now or materially different to you now than it did before we launched GPT-4? I think you would say no.” Maybe that will remain the case, and investors will chase the next trend, ridding AI of the massive, sustained costs it needs to run. I just don’t think this is how it will end, though.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/664819786bd23f14f15b7f44/099f9e56-178d-4eb2-8022-78e32414a290/jfad2010_Ageing_rustic_robot_next_to_broken_arcade_machine_in_f7875094-2543-4a75-a776-9c7e476783e6_1.png</image:loc>
      <image:title>Blog - The endgame: exploring the future of AI - Technological stagnation: bleak but not terrible ()</image:title>
      <image:caption>Over a year from the release of GPT-4, many new features have been announced, but there’s slowdown in the development of the intelligence part of Artificial Intelligence. The closing lead of OpenAI seems to indicate a ceiling. Based on Open AI’s own model evaluations, the differences between Chat GPT, Gemini and Claude Opus are maybe not neck-and-neck, but they are in the same ballpark. The rockstars of the industry, leading researchers such as Andrej Karpathy and the legendary Ilya Sutskever, recently left OpenAI. That might be just me looking for a human narrative in a much broader game, but it feels like it matters. It’s not so bad though. There are massive benefits even if progress stopped today. Businesses have only started to apply AI in any meaningful way, and just with current compute, the applications are vast, with slower progress smoothing out change and adoption.</image:caption>
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      <image:title>Blog - The endgame: exploring the future of AI - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  </url>
  <url>
    <loc>https://ai-odyssey.com/blog-1/designing-future-business-processes</loc>
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    <priority>0.5</priority>
    <lastmod>2024-05-20</lastmod>
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  <url>
    <loc>https://ai-odyssey.com/blog-1/fine-tuning-ai-assistants-breaking-the-meta-of-the-ai-game</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-19</lastmod>
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      <image:title>Blog - Comparative analysis of models, assistants, and fine-tuning - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://ai-odyssey.com/blog-1/exploring-ai-assistants</loc>
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    <lastmod>2024-05-18</lastmod>
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      <image:title>Blog - Exploring AI Assistants - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Blog - Exploring AI Assistants - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
    <loc>https://ai-odyssey.com/blog-1/authenticity-in-the-era-of-ai</loc>
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    <lastmod>2024-05-19</lastmod>
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      <image:title>Blog - Authenticity in the era of AI - Make it stand out</image:title>
      <image:caption>Midjourney prompt: hand-crafted sculpture of a neural network, autumn leaves, morning mist</image:caption>
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    <loc>https://ai-odyssey.com/blog-1/category/Architecture+and+development</loc>
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    <loc>https://ai-odyssey.com/blog-1/category/Architecture</loc>
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