Why is AI in marketing so far behind coding? @kashgupta_, founder of Hightouch, thinks most "AI for marketing" has been way too lazy. In this episode of Navigators, we dug into why sloppy teams are ruining the perception of AI marketing tools, why context engineering is so important, and what it actually takes to make AI a first-class actor in a marketing org: 2:41 Why content is the bottleneck, and why hallucination made it worse 4:32 The brand context layer: teaching LLMs your visual language through embeddings 5:09 Why Hightouch uses a coding loop on SVG, not an image generator 14:41 Going from 20% hallucination to 1% in weeks, not months 16:04 Why "bring your own database" won enterprise 18:36 The vision: five agent-generated marketing opportunities every morning 24:18 "Thickness vs thinness": what makes a real moat in marketing AI 25:52 Teams of 1-5 engineers with no PM shipping billion-dollar products 34:31 The next inflection point for AI marketing Checkout Navigators, our pod on Youtube, Spotify, and Apple Podcasts.