生成AIによるレポート作成(その2)-課題に基づく内容構成の検討(Perplexity AI-Claude 3 Opus編)

生成AIに対するプロンプト文を、「原子力の社会的利用をめぐる推進論と批判論の歴史的展開」という日本語で与えた場合と、”Historical Development of Arguments for and against Civilian/Non-Military Use of Nuclear power”という英語文で与えた場合の比較に関して、Perplexity AI(Claude 3 Opus)で試したところ、下記のように、ChatGPT4oの場合とはかなり異なる結果となった。

 
  1. 日本語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)
  2. 英語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)
日本語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)
下記のように、日本語プロンプト文に対するPerplexity AI(Claude 3 Opus)による最初の回答は、意外なことに本ブログ記事執筆者個人作成の資料に基づくものとなった。「原子力の社会的利用をめぐる推進論と批判論の歴史的展開」という語句を用いているのは日本で本執筆者以外にほとんどいないことを反映したものと推定される。すなわち、別記事で論じたように、Perplexity AIという生成AIシステムの学習データあるいは回答生成に際して利用した資料で「原子力の社会的利用をめぐる推進論と批判論の歴史的展開」という語句に高い連関確率を持つ資料が本執筆者のものであったということを反映したものと推定される。
 そのことは英語で”Historical Development of Arguments for and against Civilian/Non-Military Use of Nuclear power”と入力した場合の回答に明確に示されている。
 
日本語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)

https://www.perplexity.ai/search/a47vG3kiQi6JAadaRTi7sA#0

原子力の社会的利用をめぐる推進論と批判論は、20世紀半ば以降の技術的進展と社会的変化に密接に関連しています。以下に、その歴史的展開を示します。

佐野正博氏(明治大学経営学部教授)が、科学研究費助成事業の研究課題として「原子力の社会的利用をめぐる推進論と批判論の歴史的展開」を2016年から実施している[2][3]。この研究では、原子力の社会的利用に関する推進論と批判論の歴史的な展開について、関連資料・文献の収集とデジタル化を行っている[3][5]。

原子力に関する社会的イメージの形成は、ラジウムの放射性崩壊を根拠とした自然科学者による原子力利用の推進論に始まり[4]、その後原子力発電をめぐる様々な議論が展開されてきた。特に福島第一原子力発電所事故後は、原子力発電推進への批判的立場からの疑問が提起されている[7]。

これらの検索結果から、原子力の平和利用をめぐっては、その初期から推進論と批判論が存在し、時代とともにその内容が変化してきたことがうかがえる。佐野氏の研究は、そうした原子力をめぐる社会的議論の歴史的変遷を丹念に追うものといえる。

Citations:
[1] https://cosmopier.com/cp-ai-lab/
[2] https://kaken.nii.ac.jp/ja/grant/KAKENHI-PROJECT-16K01168/
[3] https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-16K01168/
[4] https://www.jstage.jst.go.jp/article/tits/19/3/19_3_56/_pdf/-char/ja
[5] https://researchmap.jp/sanomshr/research_projects/45024157
[6] https://www.koyoshobo.co.jp/book/b355343.html
[7] https://www.jstage.jst.go.jp/article/tits/19/3/19_3_56/_pdf

英語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)

ここでも、英語文でプロンプト文を書き、英語文で回答を得る方がより詳細でより適切な回答となっている。
 
英語プロンプト文に対するPerplexity AI(Claude 3 Opus)による回答例(1)
The historical development of arguments for and against the civilian or non-military use of nuclear power has evolved significantly since the end of World War II. This evolution can be traced through various phases, reflecting changes in technological capabilities, political contexts, and public perceptions.

 
Early Enthusiasm and Legislative Foundations (1940s-1950s)
Proponents’ Arguments

After World War II, there was significant enthusiasm for the peaceful applications of nuclear energy. The Atomic Energy Act of 1946 marked a pivotal moment by transferring control of nuclear technology from military to civilian hands, establishing the Atomic Energy Commission (AEC) to oversee both military and civilian uses of nuclear energy[3][7]. Proponents argued that nuclear power could revolutionize energy production, offering a virtually limitless and clean energy source. President Dwight D. Eisenhower’s “Atoms for Peace” speech in 1953 encapsulated this optimism, suggesting that nuclear energy could be a boon for humanity if harnessed for peaceful purposes[1][10].

Opponents’ Concerns

Despite the optimism, there were early concerns about the potential risks associated with nuclear power. Critics worried about the safety of nuclear reactors, the potential for accidents, and the long-term management of radioactive waste. The Atomic Energy Act of 1954, which aimed to promote the commercial use of nuclear power, also included provisions for public health and safety, reflecting these concerns[1][11].

 
Expansion and Controversy (1960s-1980s)
Proponents’ Arguments

During the 1960s and 1970s, nuclear power was seen as a solution to the growing energy demands and a way to reduce dependence on fossil fuels. The construction of numerous nuclear power plants during this period was driven by the belief that nuclear energy could provide a stable and reliable source of electricity. Proponents highlighted the environmental benefits of nuclear power, particularly its low greenhouse gas emissions compared to coal and oil[2][4].

Opponents’ Concerns

However, the expansion of nuclear power also sparked significant opposition. The anti-nuclear movement gained momentum, particularly after high-profile accidents such as the Three Mile Island incident in 1979 and the Chernobyl disaster in 1986. These events underscored the potential for catastrophic accidents and heightened public fears about nuclear safety. Critics also pointed to the high costs and long construction times of nuclear plants, as well as the unresolved issue of nuclear waste disposal[2][6][8].

 
Renewed Interest and Ongoing Debate (1990s-Present)
Proponents’ Arguments

In recent decades, the debate over nuclear power has been influenced by concerns about climate change and the need for low-carbon energy sources. Proponents argue that nuclear power is essential for reducing carbon emissions and achieving energy security. They emphasize the advancements in reactor technology that have improved safety and efficiency, and they advocate for the use of nuclear power as part of a diversified energy strategy to combat global warming[4][10].

Opponents’ Concerns

Despite these arguments, opposition to nuclear power remains strong. Critics continue to highlight the risks of nuclear accidents, the challenges of radioactive waste management, and the potential for nuclear proliferation. They argue that the high costs and long lead times for building new nuclear plants make it an impractical solution compared to renewable energy sources like wind and solar power. Additionally, concerns about the security of nuclear facilities and the potential for terrorist attacks add to the opposition[4][6][9].

 
Conclusion

The historical development of arguments for and against the civilian use of nuclear power reflects a complex interplay of technological, political, and social factors. While nuclear power has the potential to provide significant environmental and energy security benefits, it also poses substantial risks and challenges that continue to fuel a vigorous and ongoing debate.

 

Citations:
[1] https://www.nrc.gov/docs/ML1029/ML102980443.pdf
[2] https://origins.osu.edu/article/unkept-promise-nuclear-power?language_content_entity=en
[3] https://www.nationalww2museum.org/war/articles/atomic-energy-act-1946
[4] https://en.wikipedia.org/wiki/Nuclear_power_debate
[5] https://www.clingendael.org/sites/default/files/2018-02/States’_Motivations_to_Acquire_or_Forgo_Nuclear_Weapons _August_2016.pdf
[6] https://www.britannica.com/topic/anti-nuclear-movement
[7] https://www.osti.gov/opennet/manhattan-project-history/Events/1945-present/civilian_control.htm
[8] https://link.springer.com/content/pdf/10.1007/978-3-658-25987-7_5.pdf
[9] https://www.iaea.org/sites/default/files/publications/magazines/bulletin/bull19-6/19604794857.pdf
[10] https://world-nuclear.org/information-library/current-and-future-generation/outline-history-of-nuclear-energy
[11] https://www.energy.gov/ne/articles/history-nuclear-energy
[12] https://www.nids.mod.go.jp/english/event/symposium/pdf/2001/sympo_e2001_4.pdf
[13] https://www.iaea.org/sites/default/files/publications/magazines/bulletin/bull19-2/19204794249.pdf
[14] https://www.iaea.org/sites/default/files/gc/gc48inf-4-att3_en.pdf
[15] https://www.iaea.org/sites/default/files/publications/magazines/bulletin/bull19-4/19401281219.pdf
[16] https://www.nids.mod.go.jp/english/publication/kiyo/pdf/2017/bulletin_e2017_4.pdf
[17] https://history.state.gov/milestones/1945-1952/atomic
[18] https://cnduk.org/who/the-history-of-cnd/
[19] https://www.jstor.org/stable/800776
[20] https://www.jstor.org/stable/40961953

カテゴリー: レポート作成, 生成AIの利用法, 英文校閲 パーマリンク