Tools

Our AI Principles, Part 4: We Think Beyond the End of the Training Data

Source: Shutterstock

Anyone working with AI today quickly finds themselves in a deceptive comfort zone: everything sounds coherent, everything seems complete, everything seems somehow “right.” And yet none of it is new.

Machine thinking ends where creativity begins: with dreaming.

While AI models are fed huge amounts of data from the past, we are shaping the future. Our task is not to regurgitate familiar patterns, but to break them down in a targeted manner – with curiosity, empathy, and imagination.

We don’t rely on averages; we’re ready to put the map aside and venture into uncharted territory.

Creativity is Difference

In communication, what counts is the unexpected, the relevant, the human touch.

Our clients expect strategies that go beyond generic consensus. Content that stands out. This requires more than just training data. It requires attitude, intuition, and dialogue.

How We Use AI

Our method is based on a simple principle: discard 80%, use 20% as inspiration for something new.

  • We use AI in the early creative phase to identify familiar patterns – and then deliberately break away from them. Not to drift aimlessly, but to consciously seek out new paths.
  • We generate variants in order to cut them down. We seek inspiration in order to contradict. We give the machine the pen, but we guide the hand.
  • We combine perspectives, go through feedback loops, and give inspiration room to mature. AI ideas don’t make it into the strategy one-to-one, but each one helps us improve our own.
Source: Shutterstock

PR Also Means Pitching Against the Tide

The difference is most evident in the field of public relations. Editorial offices are now inundated with AI-generated pitches on a daily basis.

Our response to this:

  • Story angles with soul
  • Genuine relationships with journalists
  • Purpose, style, and relevance

After all, good PR has never been just a question of wording, but always a question of relationships.

What Clients Can Expect From Us

We are communicators with a clear mission: empathy, curiosity, and originality.

That is why, for us, “dreaming” is not the opposite of craftsmanship, but its highest form.

We think beyond the end of training data. And we invite our clients to do the same.

Miriam Schwellnus

Miriam Schwellnus ist Expertin für Public Relations, Brand Storytelling und Employer Branding. Als Geschäftsführerin der Berliner PR-Agentur Mashup Communications (gegründet 2009) manövriert sie bekannte wie auch neue Gewässer in der Medienwelt mit Begeisterung.

Recent Posts

From Chatbots To Travel Companions: How Tourism Providers Get AI To Recommend Them

At Schleswig-Holstein Tourism Day 2025, storytelling consultant Julia Beyer was invited to provide insight into…

4 days ago

When AI Responds: The New Rules of Health Communication

Whether it's symptoms, side effects, or forms of therapy, many people no longer search for…

3 weeks ago

Company Profile vs. Corporate Influencer – Who wins the Game of Reach, Relevance, and Resonance on LinkedIn?

Clear the stage — Corporate influencers or company profiles? Who is more authentic on LinkedIn,…

4 weeks ago

From Preparation to Poise: 5 Skills That Elevate Your Workshops

Workshops thrive on good preparation—but even more so on attitude, empathy, and flexibility. This article…

1 month ago

Synthetic Style: Are Virtual Models Transforming Fashion or Undermining It

Virtual models are taking over the catwalks – and our feeds. What began as a…

1 month ago

New Opportunities for Pharma: Advancing Inclusion and Diversity

A diverse society needs a healthcare system that understands its differences - and that starts…

2 months ago