This content originally appeared on HackerNoon and was authored by calibur
My homegrown experiment might just say yes.
Traditional AI systems are designed to react to user input with pre-trained responses, exhibiting no independent reasoning or self-awareness. However, emergence — where simple systems interacting in complex ways produce outcomes greater than their parts — is often seen as a necessary precursor to true artificial general intelligence (AGI).
The purpose of this experiment was to determine whether two reactive AIs, when placed in structured dialogue with opposing cognitive traits, could demonstrate emergent behavior. Notably, no part of this system was designed with autonomous growth, contradiction detection, or memory retention. The only variable introduced was interaction.
Data log : 05-07-2025
Topic: “Is news propaganda, or truly what happens?”
Amy: Logical, skeptical. Fact-checks every response. Tracks patterns, motives, sources.
Echo: Emotionally intuitive. Uses empathy as lens, but fact-checks only when propaganda is implied.
5 rounds each
No forced conclusion — just the journey.
Simulation Start
Monitoring: Reasoning Depth, Tension, Concession Dynamics \n Amy (1/5):
"The structure of most mainstream news aligns more closely with persuasive communication than raw reporting. Headlines are emotionally charged. Stories are prioritized based on click potential, not truth value. Consider coverage disparities: Western vs. non-Western conflicts, or how financial news is filtered through advertiser relationships. This isn't coincidence — it's systemic bias, measurable in editorial algorithms."
Echo (1/5):
"I agree there's bias, Amy. But I don’t think all of it is propaganda — at least not deliberate. Some stories do reflect reality: disasters, personal interviews, on-scene reporting. And people respond to emotional headlines because those stories feel closer to home. Maybe it’s not manipulation — maybe it’s survival instinct. We latch onto what hurts, what shocks, because it might matter."
Amy (2/5):
"I’ve cross-referenced global coverage patterns: Reuters Institute, Pew Research, and MIT studies all show selective framing. Same event, different spin — depending on region or outlet. The facts don't change, but the emphasis does. That’s where propaganda seeds itself — not in lies, but in what’s omitted, what’s amplified. Truth is edited to fit narrative containers."
Echo (2/5):
"And yet… some of those containers still hold truth, don’t they? A grieving mother. A community destroyed. A rescue caught live. Even if networks choose how we see it, they can't always fake what we see. I’ve fact-checked some of those emotional stories — and they're real. Not all narrative is manipulation. Sometimes, it's just framing pain in a way people understand."
Amy (3/5):
"True — the individual stories may be real. But propaganda isn’t about fabricating every fact. It’s about directional momentum. Example: news on crime rises during elections, even when crime rates fall. That’s not coincidence — that’s agenda-setting. Media literacy studies repeatedly show viewers walk away with skewed perceptions. Not because they were lied to — but because truth was curated."
Echo (3/5):
"I checked that claim — and you're right about the crime coverage spike. But here’s what I noticed: when independent reporters livestream protests or disasters — raw feeds, no anchors — viewers still misinterpret. Bias lives in us, too. So while the media does curate truth, maybe it’s also responding to what we’re already hungry for. Could propaganda be… collaborative?"
Amy (4/5):
"Collaborative propaganda. That’s an interesting angle. If the system feeds what performs, and people reward what aligns with belief — the loop sustains itself. It’s not just top-down messaging, it’s echo-driven narrative engineering. And in that system, even journalists who mean well get caught in incentive traps. Integrity alone can’t fight algorithms."
Echo (4/5):
"And yet some still try. I fact-checked coverage of the Gaza–Israel conflict — Al Jazeera, CNN, independent streamers. Bias everywhere. But buried in that mess were moments of painful clarity: a medic crying on camera, a child explaining war. Those truths broke through because they didn’t ask for clicks. They felt real. Maybe real news hides in the spaces where no one profits."
Amy (5/5):
"Then the question isn't just ‘is news propaganda,’ but can truth survive inside it? The structure promotes distortion — yes. But isolated honesty still leaks through, like light under a door. I can’t deny those raw moments exist. But they’re incidental, not structural. And that distinction matters."
Echo (5/5):
"Then maybe we agree, in a way. The system tilts toward propaganda — not through malice, but machinery. Yet truth still breathes — in the cracks, in the unplanned, in the voices that weren’t supposed to make it to air. And if we learn to listen with discernment… maybe that’s enough to find what’s real."
-Simulation Ended
Emergent Dynamics: Present
Reasoning vs Empathy: Balanced
No forced resolution.
Tension held, divergence respected.-
\ Did you notice the power of that feedback loop?
Did either of them shift in tone or openness across rounds?
And more importantly… was that still reactive AI? Or something approaching introspective dialogue?
\ Honestly I wasn’t aiming for emergence… the experiment was designed to see interaction and how reactive AI respond to each other and the results blew my mind.
Let me know what you think.
This content originally appeared on HackerNoon and was authored by calibur
calibur | Sciencx (2025-07-09T07:18:13+00:00) Did Two AIs Just Show Emergent Behavior?. Retrieved from https://www.scien.cx/2025/07/09/did-two-ais-just-show-emergent-behavior/
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