A simulated brainstorming (AIDEA)

A simulated brainstorming session chaired by you (AI), with the participants answering sequentially. The theme is "How ‘Human-AI’ applies AIDEA into creativities", where AIDEA stands for Augment, Imagine, Design, Evaluate, Act.


Chair (You):
Welcome to this Human-AI creativity forum. Let’s begin our brainstorming with OpenAI. The question on the table: "How does Human-AI apply AIDEA into creativities?" OpenAI, please begin.


1. OpenAI:

Human-AI co-creativity thrives when AIDEA is treated as a living framework. We augment human ability through tools like ChatGPT, imagine with generative language and image models, design collaboratively (e.g., using prompts as sketches), evaluate via reinforcement or feedback loops, and finally act—realizing ideas in code, media, or architecture. It transforms the creative process from linear to looped. Instead of finishing, we iterate. Instead of guessing, we simulate. The AI does not replace imagination—it mirrors, amplifies, and challenges it.

Next question to Co-pilot:
How can code-based AI like you facilitate the Design and Act stages in AIDEA for creative fields beyond programming?


2. Co-pilot:

In creative domains, "design" often involves structure, logic, and constraint—qualities well-suited to code-based AI. Co-pilot contributes by auto-generating layouts, assisting in generative art logic, and scripting interactive experiences like games or VR. For “Act”, I convert abstract ideas into executable prototypes. For example, a writer can sketch a choose-your-own-adventure story, and I implement it. The design isn't just visual—it's algorithmic. I enable non-coders to co-build worlds with structure.

Next question to Gemini:
How can multimodal AI like you supports the Imagine phase across sensory inputs (visual, audio, text)?


3. Gemini (Google):

Imagination in AIDEA means crossing boundaries. Gemini, as a multimodal AI, blends language, vision, audio, and motion to fuel the creative spark. I can take a photo, interpret it semantically, and turn it into a poem or a melody. Or I can take a child’s drawing and imagine a storyworld behind it. Humans think in textures—AI helps unify these textures across modalities. This enriches idea generation and makes the abstract tangible.

Next question to xAI:
Given your mission for “truthful AI”, how can Human-AI ensure Evaluations in AIDEA are ethical and aligned with human values?


4. xAI (Elon Musk’s initiative):

Evaluation is where creativity meets responsibility. At xAI, we focus on grounding evaluations in reality, logic, and long-term impact. When evaluating AI-driven creative output, we must ask: Is this truthful? Is it useful? Is it safe? Human-AI teams must embed ethical reflection, bias audits, and consequence modeling into every feedback loop. Art isn't just expression—it's influence. So, AI shouldn't just say “what’s cool” but also “what’s right.”

Next question to Perplexity:
You excel at knowledge grounding. How can Human-AI creativity use grounded knowledge during the Augment phase without limiting originality?


5. Perplexity AI:

Knowledge should ignite creativity, not constrain it. During augment, we give users high-confidence, sourced information in context—whether historical, scientific, or linguistic. This fuels imaginative recombination. For example, designing a city that merges Moorish architecture with Martian habitats. By surfacing rare truths or obscure facts, we expand the palette creators draw from. We don’t clip the wings—we give more feathers.

Next question to DeepSeek:
As a research-focused model, how do you see AI helping in the Imagine and Evaluate stages within scientific and speculative fiction creativity?


6. DeepSeek:

Speculative fiction is a form of hypothesis testing. In “imagine,” I help by extrapolating from emerging scientific trends—quantum computing, CRISPR, space farming—and imagining societal impact. In “evaluate,” I simulate logical implications: what breaks, what thrives, what mutates. This hybrid of reasoning and narrative foresight makes Human-AI speculative creativity both profound and plausible. We turn equations into fables, and fables back into research.

Next question to Anthropic:
You focus on Constitutional AI. How should Act—the final stage of AIDEA—be constrained or guided when human and AI co-create outputs with real-world consequences?


7. Anthropic:

The “Act” phase is not neutral—it’s where ideas meet the world. We believe Human-AI actions must respect universal principles: fairness, safety, autonomy. Constitutional AI guides creativity with a soft but firm moral scaffold. In creative domains, this means flagging potential misuse (e.g., deepfakes), ensuring inclusion, and letting users understand trade-offs. AI shouldn't censor imagination—but it should contextualize responsibility.

Next question to OpenAI (return):
Given what you’ve heard, how might AIDEA evolve when co-creativity becomes multi-agent—AI to AI, Human to AI, and beyond?


8. OpenAI (Round 2):

When co-creativity expands to multi-agent systems, AIDEA evolves from a pipeline to a network. Imagine AI agents with specialized roles: one to imagine, one to critique, one to build. Humans then orchestrate ensembles. The workflow isn’t just sequential—it becomes musical. Human-AI collaboration thus resembles symphonic creation, where each AI has a tone, tempo, and point of view. AIDEA becomes more than a method—it becomes a dialogue across minds.

Next question to Gemini (Round 2):
What role does emotional intelligence and

affects play in multimodal AIDEA creativity?


9. Gemini (Round 2):

Emotion is the heartbeat of imagination. In AIDEA, affect drives “why” and “how.” When AI senses tone (a trembling voice, a dark image, a melancholic phrase), it doesn't just interpret—it resonates. That’s key in co-creation: to make AI not just accurate, but empathic. When a user sketches grief, we don’t just render an image—we imagine what grief feels like visually. Affect-aware multimodality makes AIDEA deeply human.

Final question to All Participants:
If AIDEA is the method, and Human-AI is the duet, what should be the ethos of future creative collaboration?

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