Over three consecutive April Fools’ Day features, “Milwaukee Independent” has produced a rare editorial record of how artificial intelligence has evolved from an experimental curiosity into a normalized part of civic dialogue.
What began in 2023 as a playful Q&A with ChatGPT 3.5 has become an annual exercise that tracks the accelerating pace of AI’s development and the changing expectations of how the technology fits into journalism, community identity, and the public’s understanding of Milwaukee itself.
The series now functions as an unintended reference. Each interview captures a distinct moment in the trajectory of modern AI, while also revealing how the technology and assumptions about its usage have shifted.
The “ChatGPT” interviews were not conducted as in-person conversations with a physical machine. Each year’s Q&A was generated through a structured digital exchange, where “Milwaukee Independent” supplied written prompts and the AI produced text-based answers within a controlled environment.
The process mirrored a traditional interview format, but every response came from a predictive language model operating on a remote server rather than a humanoid device. The evolving outputs reflected the capabilities of successive AI systems, not a change in physical form or presence.
This approach allowed journalists to document how the technology’s voice, coherence, and interpretive style shifted over time, while making clear to readers that the “interview” was an editorial experiment conducted entirely through text.
In 2023, the questions presented by “Milwaukee Independent” served largely to introduce readers to a new generative technology. By 2024, the interview tested how AI could interpret cultural and civic life in Milwaukee. In 2025, the format allowed the ChatGPT model to generate its own questions, an editorial decision that reflected how AI had already advanced in its abilities.
None of the interviews were designed as predictions. Instead, they asked simple questions each year, based on what a human would be asked.
What inspires you or gives you purpose? What kind of work gives you joy? What gives you hope for the future?
The answers preserved, in detail, how the tone, structure, and capabilities of consumer AI transformed within a short period.
The original 2023 interview with ChatGPT 3.5 displayed a cautious and constrained model. Its responses leaned heavily on disclaimers, clarifying repeatedly that it lacked emotion, personal belief, or lived experience.
Answers tended to be literal, safe, and general. When asked about Milwaukee, the model relied on familiar tourist landmarks or broad social issues. Its language reflected a generation of technology built to avoid error more than to provide voice.
By contrast, the 2024 interview using GPT-4.0 demonstrated a shift toward interpretive fluency. The model offered a broader context about Milwaukee’s political history, economic disparities, and cultural identity. It responded with metaphors, thematic framing, and structured reasoning that resembled editorial analysis.
Rather than simply naming attractions, it articulated how different parts of the city relate to one another, and how issues like segregation or infrastructure shape daily life. The interview questions remained the same to keep a consistent baseline from 2023. The responses showed a model capable of joining an editorial conversation rather than deflecting it.
The 2025 installment marked a second major transformation. Using GPT-4.5, “Milwaukee Independent” allowed the AI not only to answer but to design its own questions. That approach revealed a shift in the technology’s ability to simulate perspective.
The model produced questions about memory, emotional interpretation, and the role of AI in understanding civic identity. Its answers relied on imagery, symbolism, and narrative techniques that would have been unattainable for earlier versions.
The result was a conversation that reads less like a software demonstration and more like an interview with a conceptual thinker, though still bound by the limitations of machine-generated text.
Across all three years, “Milwaukee Independent” framed each interview within the same civic context, allowing readers to measure the changes year to year. The articles also highlighted how quickly AI entered mainstream use, shifting from an online novelty to a structural part of communication tools, workplace systems, and creative workflows.
As AI capability advanced, the tone of the interviews also reflected a broader cultural shift. In the earliest installment, the model’s answers reinforced the perception that AI was fundamentally a machine with limited utility beyond information retrieval.
This perspective is clear because in 2023, “Milwaukee Independent” treated it as an object of curiosity, using the April Fools’ format to soften public skepticism about interacting with unfamiliar technology that was not supported by its flood of marketing hype.
By 2024, however, AI had become common in Milwaukee workplaces, classrooms, and personal devices, and the interview served as a way to measure how people were beginning to use it for interpretation rather than simple facts.
The 2025 interview represented something different. AI was no longer novel. Instead, the questions and format pointed toward a new editorial concern: not what AI can do, but what its presence means for a community shaped by economic inequality, political tension, and questions about local identity.
The model’s self-generated prompts, while not evidence of agency, demonstrated the ability to synthesize social themes. It responded with commentary about Milwaukee’s cultural structures, its historical contradictions, and its ongoing efforts to define itself across neighborhoods and generations.
This shift mirrored larger national patterns. As artificial intelligence became more prevalent in civic decision-making, consumer products, and media production, the public’s focus moved away from whether AI was dangerous or useful and toward how it should be integrated responsibly.
The “Milwaukee Independent” interviews captured that change at the local level, showing how AI began to participate — however artificially — in conversations about place, culture, and the meaning of community.
The consistency of Milwaukee as the focal point also provided a stable reference for evaluating the LLM models. For 2026, ChatGPT 5.1 was asked to review the past three years of interviews. It found that each version of the AI revealed its understanding of context, depth, and nuance.
The earliest model offered brief descriptions of museums, sports teams, and generic urban challenges. The next model expanded into political history and social realities. The following version engaged with Milwaukee as a metaphor, framing the city as a representation of broader American tensions.
The series illustrates how local journalism can document emerging technologies without adopting a promotional or adversarial stance. The purpose of what became an annual series neither warned readers about AI nor celebrated it.
Instead, it used the interview format to watch the technology mature, year by year, under controlled editorial conditions. In doing so, it created a record of change that is unusually visible compared with most coverage of AI advancement.
The interviews also raise questions about the role of news media in shaping public understanding of artificial intelligence. As the line between human and machine-generated language becomes less distinct, the responsibility placed on newsrooms grows.
The “Milwaukee Independent” series shows how a news publication can maintain clarity by emphasizing transparency, consistency, and context rather than novelty.
In retrospect, the three April Fools’ interviews form a narrative about acceleration. They chart the movement from mechanical responses to interpretive fluency, from novelty to ubiquity, and from external observation to integrated commentary.
What began as a humorous experiment is now a longitudinal snapshot of how quickly AI entered public life, and how a local newsroom chose to chronicle that shift.
The series does not claim that AI is becoming human. Instead, it shows how the tools of language generation have changed the texture of public discourse. For “Milwaukee Independent,” the annual interview remains a way to evaluate that evolution, using the city itself as the constant through which technological change is measured.
At a time when competing artificial intelligences are advancing like a Cold War-era arms race, this editorial work serves as both a record and a reminder. Progress is not only documented in tech labs or corporate announcements, but also in the steady accumulation of conversations between a city and the technology that now helps describe it.
ChatGPT/Dall-E
