Why wrong AI answers happen (and why “tell the AI” usually fails)? Most brand teams treat wrong AI answers like a customer support ticket: “We found an error. Please correct it.” But the system isn’t a database. It’s a probability engine. OpenAI describes hallucinations as cases where a model...
In the world of social media marketing, Instagram has become a major platform for businesses to connect with customers, build brand visibility, and drive sales. With over 1 billion active monthly users, Instagram’s influence is undeniable. However, with high competition on the platform, many brands are tempted to take...
Marketing teams have access to more channels, technology, data, and automation than ever, but having more options does not necessarily make marketing easier. Businesses still need to decide where to invest, how to reach increasingly fragmented audiences, how to prove that marketing contributes to revenue, and how to use...
