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Chatbot-Generated Complaints Overwhelm British Public Services

聊天機器人生成的申訴信件使英國公共服務不堪重負

#artificial intelligence#public services#local government#united kingdom
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Generative artificial intelligence has made it effortless for citizens to draft formal letters, dispute parking penalties, and challenge council rulings. However, public workers report that these automated submissions are overwhelming administrative offices across the United Kingdom. Staff must spend hours sifting through lengthy, repetitive documents generated in seconds, creating severe backlogs that delay responses for everyone.

sifting through= 仔細篩選、梳理大量材料以找出重要或相關內容

In parliamentary offices, the influx has transformed routine correspondence. Hollie Wickens, a senior caseworker for a Labour MP, estimated that roughly half of the emails her office receives now involve artificial intelligence, making them far more complex and taxing to review. Researchers from the Hertie School, the Cooperative AI Foundation, and GovAI have described the bombardment as "agentic flooding," while observers have dubbed the administrative paralysis "AI clog." The surge affects local councils, schools, and courts at a time when their budgets are already under pressure.

at a time when= 正值……之際(特別指處於某種具挑戰性或艱難的局勢)

Local authorities face particular strain from the ballooning length of submissions. According to Deborah Evans, chief executive of Lawyers in Local Government, which represents 5,600 municipal lawyers, the average complaint once spanned around two pages; the majority are now ten times longer, with the most extreme reaching 200 pages. Automated tools frequently treat routine complaints as formal lawsuits, citing irrelevant foreign statutes or hallucinating legal precedents. Despite these flaws, the Information Commissioner’s Office has advised that authorities must still assign human staff to answer them.

hallucinating legal precedents= 生成式AI捏造或虛構看似合理但實際上並不存在的法律判例

The disruption is also visible in the justice system, where employment tribunal claims opened between April and June jumped 28 percent compared to the previous year, reaching 14,000 single cases. Employers and administrators warn that chatbots, functioning like free and uncritical legal advisers, often give claimants false confidence to pursue weak disputes. While developers promised that generative tools would save time by automating routine paperwork, public servants increasingly find themselves trapped in managing the synthetic documents those tools produce.

find themselves trapped in= 不知不覺陷入某種難以擺脫的困境

學習筆記

文法整理

句型意思
sifting through仔細篩選、梳理大量材料以找出重要或相關內容
at a time when正值……之際(特別指處於某種具挑戰性或艱難的局勢)
hallucinating legal precedents生成式AI捏造或虛構看似合理但實際上並不存在的法律判例
find themselves trapped in不知不覺陷入某種難以擺脫的困境

詞彙整理

單字意思
backlogs尚未處理、完成或交付而累積下來的工作、訂單或案件。
influx大量人、事物或資金在短時間內湧入某地或某個領域的情況。
taxing費力的;令人疲憊的:指事情難以應付,會耗費大量心力或體力。
ballooning(數量、規模等)迅速增加的;急遽膨脹的
hallucinating出現幻覺的;神智混亂而產生幻覺的
synthetic非天然產生,而是以人工方式製造或合成的。

延伸學習

  • •「agentic flooding(代理人氾濫)」是研究人員用來形容自動化與生成式AI工具產出大量高複雜度案件、進而癱瘓公共體系處理能力的術語。
  • •本文中的「hallucinating legal precedents(捏造法律判例)」是指AI工具虛構實際上不存在的司法判例。

練習

測試你剛學到的內容。

  1. In parliamentary offices, the   has transformed routine correspondence.

  2. According to the article, why are public servants struggling with chatbot-generated complaints?

Source: The Guardian