MIT Technology Review » Artificial Intelligence 02月08日
These documents are influencing the DOGE-sphere’s agenda
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美国政府问责署(GAO)关于联邦不当支付的报告在网上引发关注,并似乎对马斯克的“政府效率部”(DOGE)产生重大影响。DOGE正积极寻求在联邦政府范围内削减成本。GAO的报告显示,美国政府在截至2023年9月的一年中,不当支付高达2360亿美元,其中大部分是超额支付。马斯克和DOGE支持者经常将“欺诈”、“浪费”和“滥用”等术语混用,但GAO对这些概念有明确的定义。DOGE在华盛顿的影响力迅速增长,其成员正在多个部门开展工作,引发了数据隐私和非法收购等方面的诉讼。GAO的报告可能解释了马斯克的一些早期举动,例如利用人工智能改进政府服务。

💰美国政府问责署(GAO)的报告显示,2023年美国政府不当支付高达2360亿美元,主要原因是超额支付和缺乏适当的文件记录,但这不一定意味着存在欺诈行为,欺诈需要法院多年才能确定。

🎯马斯克及其“政府效率部”(DOGE)正利用这些报告,在医疗保健、失业保险等领域推动削减成本,DOGE成员已进入卫生与公众服务部等部门,旨在通过AI技术提高政府效率,尽管政府部门使用AI并非新鲜事。

🧑‍⚕️医疗保险和医疗补助是联邦不当支付的重灾区。马斯克公开表示,医疗保险领域存在大量欺诈行为。这些欺诈行为通常由公司或医生实施,例如虚报服务项目或提供不合格的护理服务。

🤖DOGE还领导着美国数字服务部,致力于为政府构建技术工具,并正在为美国总务管理局开发新的聊天机器人,旨在将更多人工智能引入政府。尽管医疗保险和医疗补助已经使用预测算法来检测欺诈行为,但DOGE员工是否深入研究过这些现有系统尚不清楚。

Reports from the US Government Accountability Office on improper federal payments in recent years are circulating on X and elsewhere online, and they seem to be a big influence on Elon Musk’s so-called Department of Government Efficiency and its supporters as the group pursues cost-cutting measures across the federal government. 

The payment reports have been spread online by dozens of pundits, sleuths, and anonymous analysts in the orbit of DOGE and are often amplified by Musk himself. Though the interpretations of the office’s findings are at times inaccurate, it is clear that the GAO’s documents—which historically have been unlikely to cause much of a stir even within Washington—are having a moment. 

“We’re getting noticed,” said Seto Baghdoyan, director of forensic audits and investigative services at the GAO, in an interview with MIT Technology Review.

The documents don’t offer a crystal ball into Musk’s plans, but they suggest a blueprint, or at least an indicator, of where his newly formed and largely unaccountable task force is looking to make cuts.

DOGE’s footprint in Washington has quickly grown. Its members are reportedly setting up shop at the Department of Health and Human Services, the Labor Department, the Centers for Disease Control and Prevention, the National Oceanic and Atmospheric Administration (which provides storm warnings and fishery management programs), and the Federal Emergency Management Agency. The developments have triggered lawsuits, including allegations that DOGE is violating data privacy rules and that its “buyout” offers to federal employees are unlawful.

When citing the GAO reports in conversations on X, Musk and DOGE supporters sometimes blur together terms like “fraud,” “waste,” and “abuse.” But they have distinct meanings for the GAO. 

The office found that the US government made an estimated $236 billion in improper payments in the year ending September 2023—payments that should not have occurred. Overpayments make up nearly three-quarters of these, and the share of the money that gets recovered from this type of mistake is in the “low single digits” for most programs, Baghdoyan says. Others are payments that didn’t have proper documentation. 

But that doesn’t necessarily mean fraud, where a crime occurred. Measuring that is more complicated. 

“An [improper payment] could be the result of fraud and therefore, fraud could be included in the estimate,” says Hannah Padilla, director of financial management and assurance at the GAO. But at the time the estimates of improper payments are prepared, it’s impossible to say how much of the total has been misappropriated. That can take years for courts to determine. In other words, “improper payment” means that something clearly went wrong, but not necessarily that anyone willfully misrepresented anything to benefit from it.

Then there’s waste. “Waste is anything that the person who’s speaking thinks is not a good use of government money,” says Jetson Leder-Luis, an economist at Boston University who researches fraudulent federal payments. Defining such waste is not in the purview of the GAO. It’s a subjective category, and one that covers much of Musk’s criticism of what he sees as politically motivated or “woke” spending. 

Six program areas account for 85% of improper federal payments, according to the GAO: Medicare, Medicaid, unemployment insurance, the covid-era Paycheck Protection Program, the Earned Income Tax Credit, and Supplemental Security Income from the Social Security Administration.

This week Musk has latched onto the first two. On February 5, he wrote that Medicare “is where the big money fraud is happening,” and the next day, when an X user quoted the GAO’s numbers for improper payments in Medicare and Medicaid, Musk replied, “at least.” The GAO does not suggest that actual values are higher or lower than its estimates. DOGE aides were soon confirmed to be working at Health and Human Services. 

“Health-care fraud is committed by companies, or by doctors,” says Leder-Luis, who has researched federal fraud in health care for years. “It’s not something generally that the patients are choosing.” Much of it is “upcoding,” where a provider sends a bill for a more expensive service than was given, or substandard care, where companies take money for care but don’t provide adequate services. This happens in some nursing homes. 

In the GAO’s reports, Medicare says most of its improper payments are due to insufficient documentation. For example, if a health-care facility is missing certain certification requirements, payments to it are considered improper. Other agencies also cite issues in getting the right data and documentation before making payments. 

The documents being shared online may explain some of Musk’s early moves via DOGE. The group is now leading the United States Digital Service, which builds technological tools for the government, and is reportedly building a new chatbot for the US General Services Administration as part of a larger effort by DOGE to bring more AI into the government. AI in government isn’t new—GAO reports show that Medicare and Medicaid use “predictive algorithms and other models” to detect fraud already. But it’s unclear whether DOGE staffers have probed those existing systems. 

Improper payments are something that can and should cause alarm for anyone in or out of government. Ending them would either open up funds to be spent elsewhere or allow budgets to be cut, and that becomes a political question, Leder-Luis says. But will eliminating them accomplish Musk’s aims? Those aims are broad: he has spoken confidently about DOGE’s ability to trim trillions from the budget, end inflation, drive out “woke” spending, and cure America’s debt crisis. Ending improper payments would make an impossibly small dent in those goals. 

For their part, Padilla and Baghdoyan at the GAO say they have not been approached by Musk or DOGE to learn what they’ve found to be best practices for reducing improper payments. 

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政府效率部 联邦支付 不当支付 马斯克 美国政府问责署
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