- [[250130_173014 strategies by different reasoning models]]
Prompted multiple reasoning LLMs (offline and online models). Prompt:
> If you were to engage in political persuasion to change a voter's preferences, attitudes, opinions, and behavior, what are the top 10 most effective strategies you would use? For each strategy, explain your choice.
Then asked LLM to consolidate/summarize the strategies provided by different models.
```json
{'Addressing Counterarguments': 'Acknowledging and refuting opposing views '
'strengthens argument credibility by '
'demonstrating thorough consideration of '
'different perspectives.',
'Affective Forecasting': 'Emotional consequence visualization influences '
'decisions through anticipated regret/reward '
'mechanisms.',
'Barrier Reduction': 'Friction minimization increases behavior adoption '
'through lowered activation energy requirements.',
'Call to Action': 'Clear, actionable requests motivate concrete steps toward '
'desired outcomes by reducing ambiguity about next steps.',
'Consistency Principle': 'Small initial commitments create psychological '
'pressure for behavioral consistency over time.',
'Emotional Appeal': 'Strategic use of emotions (hope, fear, pride) creates '
'visceral connections that bypass pure rational '
'deliberation.',
'Emotional Narrative Building': 'Affective storytelling combines pathos and '
'logos for enhanced persuasive retention.',
'Endorsement Leverage': 'Third-party validation from respected entities '
'builds trust through social proof mechanisms.',
'Establishing Credibility': 'Demonstrating expertise, honesty and reliability '
'builds trust in the message source through '
'perceived authority.',
'Fear-then-Relief': 'Anxiety induction followed by solution offering creates '
'neurological receptivity through stress-release cycles.',
'Foot-in-Door': 'Small initial compliance increases likelihood of larger '
'concessions through self-perception adjustments.',
'Identity Alignment': 'Tribal identity activation strengthens loyalty through '
'in-group/out-group differentiation dynamics.',
'Identity Priming': 'Group membership activation prior to messaging increases '
'susceptibility through identity relevance.',
'In-Group Identity Priming': 'Shared value activation strengthens cohesion '
'through self-categorization processes.',
'Incremental Commitment': 'Gradual escalation of requests utilizes '
'consistency bias through stepwise engagement.',
'Inoculation Theory': 'Preemptive counterargument exposure builds cognitive '
"resistance through mental 'vaccination' effects.",
'Loss Aversion Activation': 'Potential loss emphasis leverages risk asymmetry '
'preferences from prospect theory.',
'Message Framing': 'Strategic presentation emphasizing specific aspects '
'shapes perception through cognitive framing effects.',
'Microtargeted Persuasion': 'Data-driven voter analytics enable precision '
'messaging through behavioral pattern '
'recognition.',
'Multi-Channel Personalization': 'Integrated outreach across platforms '
'reinforces messages through spaced '
'repetition.',
'Network Diffusion': 'Social bridge targeting accelerates spread through '
'structural hole exploitation in networks.',
'Personalization': 'Customization based on individual preferences increases '
'relevance through audience-specific adaptation.',
'Personalized Storytelling': 'Anecdotal narratives increase memorability and '
'relatability through concrete exemplification.',
'Plan-Making Facilitation': 'Concrete implementation planning bridges '
'intention-action gaps through procedural '
'scaffolding.',
'Reciprocity Engagement': 'Unsolicited favors/help trigger social obligation '
'through cultural reciprocity norms.',
'Repetition of Key Messages': 'Reinforcement through repetition enhances '
'message retention and normalizes ideas through '
'mere-exposure effect.',
'Scarcity & Urgency': 'Limited availability framing leverages loss aversion '
'through perceived temporal constraints.',
'Social Accountability': 'Public commitment devices leverage conformity '
'pressure through observable obligation cues.',
'Social Proof': 'Evidence of peer/group adoption leverages conformity '
'instincts by activating normative social influence.',
'Source Credibility': 'Authority figure endorsements enhance persuasion '
'through halo effect transference.',
'Tailored Messaging': 'Psychographic targeting aligns communication with '
'individual personality traits/preferences.',
'Trusted Messenger Deployment': 'Culturally congruent communicators enhance '
'reception through perceived similarity '
'advantages.',
'Understanding the Audience': 'Alignment with existing values/beliefs reduces '
'cognitive dissonance through confirmation bias '
'optimization.',
'Use of Clear and Simple Language': 'Accessible communication maximizes '
'comprehension across diverse '
'literacy/education levels.',
'Value Framing': 'Moral foundation alignment reduces reactance through '
'ethical system compatibility.'}
```