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- 🧠 Three AI Minds Are Wiser Than One
🧠 Three AI Minds Are Wiser Than One
Don't rely on just one expert. New pre-print paper shows AI performs better on complex tasks when it shifts perspectives — going from a single expert to a team of diverse minds.

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AI doesn’t just think better with more context — it reasons better when it switches perspectives.
— Vishal George (Chief Behavioural Scientist)
Kia ora, Namaskaram 🙏🏾
Using AI with just one mind is like playing Mortal Kombat and only ever choosing Scorpion. Sure, he’s powerful. But what about Sub-Zero’s freeze, Sonya’s agility, or Raiden’s lightning?
Different characters unlock different capabilities. Same with using this Perspective Play prompt.
Inspired by a hot-of-the-press pre-print paper, I’ve started prompting a little differently. From my own experiments, I see this prompt generate smarter, creative, and often, more diverse ideas.
Prompt AI to switch roles: first, a step-by-step thinker. Then, a PhD-level expert. Finally, a third-party observer listening to a debate.
📚 Evidence: Wang, Xiaolong, et al. "Perspective Transition of Large Language Models for Solving Subjective Tasks." arXiv preprint arXiv:2501.09265 (2025).
Why I believe this prompt works:
🟢 Encourages AI to move beyond surface-level answers
🔵 Mirrors how humans trained in systems thinking switch perspectives
🟡 Encourages deeper reasoning on complex and creative challenges without a single truth
🟣 Increases the relevance and robustness of AI-generated insights
🟠 Invites reflection: which simulated voice leads to the best next step?
Evidence-Based Prompt #2: Perspective Play
📝 My example prompt
Generate multiple ideas for [reducing the friction people face when deciding to invest in green funds] using:
A. Direct Perspective: answer directly.
B. Role Perspective: assume you are a PhD-level expert in the domain and answer.
C. Third-person Perspective: simulate a long conversation between two people with different perspectives who are impacted, then summarise and answer.
Rate each perspective by how confident you are that the answer is useful from 0–100%.
🤖 AI Output
Here are multiple ideas for reducing friction people face when deciding to invest in green funds, using the requested perspectives:
A. Direct Perspective (Straightforward Solutions):
🔵 Simplified Communication: Use clear language and easy-to-follow infographics to make investment benefits tangible.
🟢 Transparency Labels: Introduce standardised, consumer-friendly labels similar to nutritional information on food, clearly indicating sustainability impact.
🟡 Low Barrier Entry: Offer micro-investment options to allow people to start investing small amounts in green funds without feeling overwhelmed.
🟠 Instant Impact Feedback: Provide immediate, relatable feedback showing investors how their contributions directly impact environmental or social causes.
🔴 Social Proof: Highlight stories and testimonials from diverse, relatable investors who have successfully invested in green funds.
Confidence Score: 85%
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B. Role Perspective (PhD-level Expert in Behavioural Finance):
🔵 Cognitive Ease Through Defaults: Leverage automatic enrolment (default options) into green funds, requiring opt-out to avoid behavioural inertia.
🔵 Reducing Ambiguity with ESG Scores: Standardise Environmental, Social, and Governance (ESG) scoring frameworks to improve investor confidence through consistency and comparability.
🔵 Temporal Framing: Highlight short-term gains or immediate benefits (such as community improvements) rather than distant future outcomes, addressing present-bias.
🔵 Address Loss Aversion: Clearly communicate the potential losses from not investing sustainably, framing green funds as a safe and responsible hedge against future financial and environmental risks.
🔵 Use Implementation Intentions: Provide guided commitment plans ("if-then" plans) that help potential investors specify when, how, and how much they'll invest, significantly increasing follow-through.
Confidence Score: 95%
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C. Third-person Perspective (Simulated Dialogue):
Conversation between Alex (Environmentally conscious, hesitant investor) and Priya (Financial Advisor):
🔵 Alex: “I care deeply about sustainability, but honestly, every time I look into these green funds, it’s just so confusing.”
🟡 Priya: “What’s confusing exactly?”
🔵 Alex: “I can’t figure out which funds actually make a difference. They all use similar buzzwords.”
🟡 Priya: “That's true. Maybe if there was a standardised score that made it easy to compare impact, would that help?”
🔵 Alex: “Definitely. I need a clear way to see where my money goes—something more than just vague promises.”
🟡 Priya: “How about if we also had a low-risk, low-commitment option to just get started and see how it feels?”
🔵 Alex: “Yes, that could work. But even then, it's hard to stay motivated when the results feel abstract or too far away.”
🟡 Priya: “What if you got regular updates showing exactly how your investment made a difference in real-time?”
🔵 Alex: “That would make a huge difference. It would feel more rewarding if I could see actual progress.”
🟡 Priya: “And what if your friends or colleagues were also doing it? Would that influence you?”
🔵 Alex: “For sure! Knowing other people like me are investing would make me feel less isolated. Investing together might even be fun.”
Summary of Insights from the Conversation:
- Need for standardised ESG impact scores
- Introduction of low-risk entry points for hesitant investors
- Regular real-time impact feedback to maintain motivation
- Facilitation of social investing experiences to leverage peer influence
Confidence Score: 90%
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Overall Confidence Summary:
Direct perspective = 85%
Role (PhD-level expert) = 95%
Third-person observation = 90%
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