Engineering Hidden Below the Surface

When you think of Venice, you may picture serene canals, grand architecture, and gondolas gliding through the still waters. But beneath the beauty lies something else entirely — an unseen feat of engineering. Centuries-old wooden piles driven into mud and clay form the invisible foundation of a floating city. It’s a powerful metaphor for what we believe at Artian: the most elegant experiences are supported by the most elaborate, unseen structures.

This is true for many of the best technical products we experience everyday. The Google Search screen and Amazon Prime shipping are well recognized examples of the pattern. Perhaps less well known in this context is one that is easily overlooked, ChatGPT. We have all been in awe of the seamless chat interface — we attribute much of its magical experience to the magic of the GPT-x models behind the application. However, the magic of the GPT models is only a part of the answer. To prove this to yourself, try putting any non-trivial prompts into ChatGPT, the application, versus the GPT model playground. You will find the ChatGPT responses to be far superior.