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 Indonesia Government


KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making

Febrian, Gilang Fajar, Figueredo, Grazziela

arXiv.org Artificial Intelligence

Data is crucial for evidence-based policymaking and enhancing public services, including those at the Ministry of Finance of the Republic of Indonesia. However, the complexity and dynamic nature of governmental financial data and regulations can hinder decision-making. This study investigates the potential of Large Language Models (LLMs) to address these challenges, focusing on Indonesia's financial data and regulations. While LLMs are effective in the financial sector, their use in the public sector in Indonesia is unexplored. This study undertakes an iterative process to develop KemenkeuGPT using the LangChain with Retrieval-Augmented Generation (RAG), prompt engineering and fine-tuning. The dataset from 2003 to 2023 was collected from the Ministry of Finance, Statistics Indonesia and the International Monetary Fund (IMF). Surveys and interviews with Ministry officials informed, enhanced and fine-tuned the model. We evaluated the model using human feedback, LLM-based evaluation and benchmarking. The model's accuracy improved from 35% to 61%, with correctness increasing from 48% to 64%. The Retrieval-Augmented Generation Assessment (RAGAS) framework showed that KemenkeuGPT achieved 44% correctness with 73% faithfulness, 40% precision and 60% recall, outperforming several other base models. An interview with an expert from the Ministry of Finance indicated that KemenkeuGPT has the potential to become an essential tool for decision-making. These results are expected to improve with continuous human feedback.


Rules-based order crucial amid Ukraine crisis, Kishida tells Indonesian leader

The Japan Times

Prime Minister Fumio Kishida and Indonesian President Joko "Jokowi" Widodo on Friday confirmed they will strengthen cooperation toward realizing a "Free and Open Indo-Pacific" amid China's growing assertiveness in the region and Russia's invasion of Ukraine. Widodo said Indonesia and the Association of Southeast Asian Nations stand ready to build cooperation with their partners, and Kishida, who is on the first stop of his trip to Southeast Asia and Europe, underscored the importance of upholding the rules-based international order. "We are facing many challenges, including the situations in Ukraine, the East and South China seas and North Korea, and maintaining and strengthening the rules-based, free and open international order has become more important," Kishida said during a joint news conference after the summit. Kishida said that based on such understanding, the two sides confirmed they will strengthen cooperation toward realizing a Free and Open Indo-Pacific, an initiative that Japan has been pushing, and the ASEAN Outlook spearheaded by Indonesia. Japan views Indonesia, this year's host of the Group of 20 summit to be held in November and a key economy in Southeast Asia, as a strategic partner sharing universal values such as democracy and the rule of law.


This little robot is cleaning up our beaches, one cigarette butt at a time

#artificialintelligence

The World Economic Forum, in collaboration with the World Resources Institute, convenes the Friends of Ocean Action, a coalition of leaders working together to protect the seas. From a programme with the Indonesian government to cut plastic waste entering the sea to a global plan to track illegal fishing, the Friends are pushing for new solutions.


Senior civil servants to be replaced by AI, says Indonesia's president – Government & civil service news

#artificialintelligence

In a surprise announcement, Indonesia's president Joko Widodo has ordered government agencies to replace top civil servants with artificial intelligence (AI) during 2020. The president announced the decision to a room of business leaders as he set out plans for his second five-year term after winning an election in April, Reuters reported. Widodo said that the top four tiers of civil servants would be condensed into two. "I have ordered my minister [of administrative and bureaucratic reform] to replace them with AI. Our bureaucracy will be faster with AI," he said.

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  Industry: Government > Regional Government > Asia Government > Indonesia Government (1.00)

Govt Eyes Artificial Intelligence Strategy Completion in 2020

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TEMPO.CO, Jakarta - The Indonesian Government is eyeing to complete its national strategy to develop artificial intelligence (AI) in 2020 after the Research and Technology Minister Bambang Brodjonegoro admitted that it was not yet included in the national roadmap but was only part of the country's preparation toward the industrial revolution 4.0.

  Country: Asia > Indonesia > Java > Jakarta > Jakarta (0.42)
  Industry: Government > Regional Government > Asia Government > Indonesia Government (0.42)