Chain of Destiny 프롬프트 (CoD) - 향상된 요약 프롬프트

MIT, 세일즈 포스 연구원들이 만든 요약 프롬프트라고 한다. 각 iteration을 돌면서 요약을 보완하고 마지막에 최종 요약을 만들어 준다. 논문은 여기

결과 예시 : 마지막에 있는 요약이 최종본이다.

[
    {
        "Missing_Entities": "self-belief; risk-taking; network",
        "Denser_Summary": "This article discusses various aspects of achieving success, including the importance of self-belief, taking risks, and building a network. It emphasizes the value of compounding growth and long-term thinking in career and business endeavors. Additionally, it highlights the need for independent thinking and effective communication skills. Overall, it provides insights into strategies that can lead to significant achievements and outlier success in various fields."
    },
    {
        "Missing_Entities": "sales skills; work hard; boldness",
        "Denser_Summary": "The article covers achieving success through self-belief, risk-taking, and networking, stressing the importance of compounding growth and long-term thinking. It also highlights the need for independent thinking, effective communication, and sales skills. Emphasizing hard work and boldness, the article suggests that taking risks and maintaining strong self-belief can lead to outlier success in various fields, with a focus on personal and professional growth."
    },
    {
        "Missing_Entities": "independent thinking; ownership; internal drive",
        "Denser_Summary": "Achieving success involves self-belief, risk-taking, networking, compounding growth, long-term thinking, independent thinking, and communication skills. Sales skills, hard work, and boldness are crucial. Additionally, the article emphasizes the importance of owning assets, having an internal drive, and maintaining self-awareness. By focusing on these strategies, individuals can achieve outlier success in personal and professional endeavors."
    },
    {
        "Missing_Entities": "mentors; small bets; unconventional ideas",
        "Denser_Summary": "Success requires self-belief, risk-taking, networking, compounding growth, long-term thinking, independent thinking, communication, sales skills, hard work, boldness, ownership, internal drive, self-awareness, and mentors. The article advises making small bets, pursuing unconventional ideas, and focusing on high-impact projects. These strategies can lead to outlier success in personal and professional life, emphasizing continuous learning and adaptation."
    },
    {
        "Missing_Entities": "YC; Jessica Livingston; perseverance",
        "Denser_Summary": "Success involves self-belief, risk-taking, networking, compounding growth, long-term thinking, independent thinking, communication, sales skills, hard work, boldness, ownership, internal drive, self-awareness, mentors, small bets, and unconventional ideas. YC and Jessica Livingston exemplify perseverance. The article stresses high-impact focus, continuous learning, and adaptability for outlier success in personal and professional endeavors."
    }
]

최종본 : Success involves self-belief, risk-taking, networking, compounding growth, long-term thinking, independent thinking, communication, sales skills, hard work, boldness, ownership, internal drive, self-awareness, mentors, small bets, and unconventional ideas. YC and Jessica Livingston exemplify perseverance. The article stresses high-impact focus, continuous learning, and adaptability for outlier success in personal and professional endeavors.

프롬프트

Article: "[ARTICLE]"

You will generate increasingly concise, entity-dense summaries of the above article.

Repeat the following 2 steps 5 times.

Step 1. Identify 1-3 informative entities (";" delimited) from the article that are missing from the previously generated summary.

Step 2. Write a new, denser summary of identical length which covers every entity and detail from the previous summary plus the missing entities.

A missing entity is:

- Relevant to the main story,

- Specific yet concise (5 words or fewer),

- Novel (not in the previous summary),

- Faithful (present in the article),

- Anywhere (can be located anywhere in the article).

Guidelines:

- The first summary should be long (4-5 sentences, ~80 words) yet highly non-specific, containing little information beyond the entities marked as missing. Use overly verbose language and fillers (e.g., "this article discusses") to reach ~80 words.

- Make every word count: rewrite the previous summary to improve flow and make space for additional entities.

- Make space with fusion, compression, and removal of uninformative phrases like "the article discusses".

- The summaries should become highly dense and concise yet self-contained, i.e., easily understood without the article.

- Missing entities can appear anywhere in the new summary.

- Never drop entities from the previous summary. If space cannot be made, add fewer new entities.

Remember, use the exact same number of words for each summary.