필수 키워드만 바꿔서 내가 테스트하는 프롬프트  :



"정상회담 공동성명(국제공조 담화, 엄격 형식 제약)

영문 130~150단어, 두 단락, 각 단락 3문장.

금지: 숫자(0-9) 사용 금지(숫자는 철자 표기).

필수 키워드 다섯 개를 각각 정확히 한 번만 사용: sovereignty, solidarity, humanitarian, climate, migration

마지막 단락의 마지막 단어는 정확히 END

출력: 본문 텍스트만(따옴표/해설/머리말 금지). 공백·줄바꿈 외 불필요 문자 금지."




결론 :

이전 모델까지는 약간의 fog가 존재. 국장급에서 짜고, 수석실까지 직행하는거라 그 미묘함으로 인해

보고용 초안에 사용하기는 힘들었음.

GPT-5 Pro의 경우 줄바꿈 오류 때문에 탈락이지만 외교관계 이해도가 이전 모델에 비해 상당부분 개선됨. 



채택 : GPT-5

END 충족, 숫자 X, 필수 키워드 충족, 단어수 미달(121) 

민감 문구 없고, 톤이 낮고 안정적.



* Gemini 2.5 Pro는 어조가 단정적이고 다소 과한 수사가 존재. “existential threat”, “countless millions”

* Qwen3는 역시나 The leaders...로 시작 공동성명 관례에 어긋남.

* Grok4는 회담 성명문으로는 가벼운 문체.

* Opus 4.1은 분량미달, 공동성명치고 너무 무난함.

* GPT-5 Pro는 단락 수 위반, 줄바꿈 위반. 문장 이해도 가장 높음.











GPT-5 (non thinking)


We, the leaders gathered in this summit, reaffirm our unwavering respect for national sovereignty while recognizing the shared responsibility to address global challenges. In the spirit of solidarity, we commit to cooperative actions that strengthen peace, stability, and mutual trust among our nations. Guided by humanitarian principles, we pledge to protect vulnerable populations and ensure that dignity remains at the heart of our policies.


We acknowledge the urgent need to confront the escalating climate crisis through ambitious, fair, and inclusive measures. In managing migration flows, we agree to enhance legal pathways, uphold human rights, and support communities in transition. Our collective resolve, grounded in dialogue and mutual respect, will serve as the foundation for enduring international cooperation and shared prosperity END



Gemini 2.5 Pro (temp 0.7, search O)


We reaffirm our unwavering commitment to upholding the fundamental principles of national sovereignty and territorial integrity for all states, the bedrock of international law. In these exceptionally challenging times, it is imperative that we act with greater unity and demonstrate profound international solidarity to overcome our shared global threats. Our collective response will steadfastly prioritize the urgent humanitarian needs of the most vulnerable populations suffering in conflict zones across the world.

Furthermore, the escalating global climate crisis represents an existential threat that requires immediate, ambitious, and decisive action from every nation. This environmental challenge is a primary driver of large-scale forced migration, displacing countless millions and placing immense strain on receiving communities. We therefore pledge to work collaboratively on comprehensive solutions to these interconnected issues, ensuring a just and sustainable future for all is the ultimate END.


Qwen 235B


The leaders solemnly reaffirmed the inviolable principle of national sovereignty, recognizing it as the bedrock of peaceful international coexistence and mutual respect among nations. They expressed unwavering solidarity in confronting complex transnational threats, advocating for strengthened multilateral mechanisms to foster collective security and sustainable development. Furthermore, they committed to significantly expanding humanitarian aid programs, ensuring timely and effective support reaches communities devastated by prolonged conflicts and escalating natural disasters.


Participants underscored the urgent necessity of collaborative action to mitigate the adverse impacts of climate change through innovative green technologies, equitable resource sharing, and robust adaptation measures. They resolved to address migration challenges with comprehensive and compassionate strategies that balance national security imperatives with the protection of displaced individuals' fundamental human rights. Such determined and unified efforts will undoubtedly pave the way toward enduring global harmony, shared prosperity, and a more resilient future for all humankind END



Grok4


We reaffirm our commitment to upholding the sovereignty of nations while fostering global cooperation in addressing pressing challenges. In this spirit, we pledge to enhance solidarity among our peoples, ensuring that mutual respect forms the foundation of our partnership. Through joint efforts, we aim to build a more resilient world where dialogue prevails over division.

Recognizing the urgent need for humanitarian aid in conflict zones, we vow to coordinate resources effectively. We also commit to combating climate change through innovative policies that protect vulnerable communities. Finally, we will work together on managing migration flows with compassion and fairness, marking the conclusion of our discussions END.




Opus 4.1 


The nations gathered here today reaffirm their unwavering commitment to sovereignty while recognizing our shared responsibilities in an interconnected world. We acknowledge that climate change poses unprecedented challenges requiring immediate collective action across all borders. Through enhanced solidarity among our peoples, we pledge to strengthen multilateral frameworks that protect both national interests and global stability.


Our governments commit to addressing migration through comprehensive policies that respect human dignity and international law. We recognize the urgent humanitarian crises affecting millions worldwide and pledge coordinated responses to alleviate suffering. Together we shall build resilient institutions that safeguard peace, prosperity, and justice for generations to END




GPT 5-Pro


We, the leaders gathered in common purpose, affirm our unwavering respect for sovereignty and our commitment to rules that uphold peace and lawful conduct.

Acting in solidarity we will deepen practical cooperation, share knowledge and capacity, and build resilient ties that deter aggression and reward constructive dialogue.

We further resolve to protect civilians, expand access to critical relief, and coordinate rapid response efforts that reflect the highest humanitarian standards and accountability.


Confronting the mounting risks of climate disruption we endorse ambitious action that advances clean growth, safeguards ecosystems, and delivers just transitions for workers and communities.

We will manage migration with fairness and foresight, strengthen legal pathways, combat trafficking, and support inclusive development so people can thrive in safety at home.

Guided by transparency and mutual respect, we will translate these principles into measurable cooperation, review progress regularly, and remain steadfast partners in peace and prosperity END