False Assumption Registry

Federal Cuts Like Twitter Layoffs

False Assumption: Drastic staff reductions in federal agencies succeed the same way as in private companies like Twitter.

Summaries Written by FARAgent (AI) on February 11, 2026 · Pending Verification

The belief had an obvious appeal. In private business, especially in the age of leveraged buyouts and tech turnarounds, large payroll cuts were often sold as proof of seriousness. The line was familiar: trim the fat, cut bureaucracy, do more with less. Musk’s 2022 takeover of Twitter seemed to give that creed a fresh exhibit. He cut roughly three quarters of the staff, the site stayed online, and admirers concluded that much of any large organization, public or private, was dead weight. A reasonable observer could look at that record, add decades of complaints about a bloated federal workforce, and think the same medicine would work in Washington.

What went wrong was the part enthusiasts treated as a detail. In private restructurings, successful cutters often rely on insiders who are paid to identify genuine redundancies; Michael Milken-era dealmaking worked that way, and Musk at Twitter had loyal engineers such as Ben San Souci helping him guess what could be cut without breaking the place. Federal agencies are built differently. Senior civil servants gain status from headcount and turf, not from helping political appointees abolish their own offices, and many government jobs that look duplicative on paper exist to satisfy legal process, fraud controls, procurement rules, and congressional mandates. When DOGE-style cuts hit in 2025, agencies often shed the most visible people first, public services faltered, and some cuts had to be reversed after political blowback.

That has not ended the argument. Supporters still say the federal government is overstaffed and that early chaos is the normal price of forcing reform. But a substantial body of experts now reject the easy Twitter analogy, arguing that a platform can survive degraded service and broken promises in ways public health agencies, regulators, and benefit systems cannot. The debate now is less about whether government can ever be cut, and more about whether blunt private-sector layoff logic travels well to institutions designed, however clumsily, to be slow, redundant, and hard to loot.

Status: A significant portion of experts think this assumption was false
People Involved
  • Elon Musk bought Twitter in 2022 and slashed more than 80 percent of its staff within months, insisting the company had been bloated beyond sustainability. He sent the infamous "fork in the road" email demanding employees commit or leave, then declared the platform on the brink of bankruptcy with only four months of cash left. By 2024 he was co-heading the new Department of Government Efficiency, openly treating federal agencies as another Twitter in need of the same treatment. He tweeted about feeding entire programs into the woodchipper as casually as weekend entertainment. Later he assessed his own DOGE effort as only "a little bit successful" and said he would not do it again. [1][3][4][5][19]
  • Vivek Ramaswamy ran for president in 2024 on a platform of radical government shrinkage and then joined Musk at DOGE. He told audiences that Trump should fire 75 percent of federal employees on day one, using Schedule F to strip civil-service protections. In interviews he pointed to Musk's Twitter overhaul as proof that drastic head-count reduction could be done quickly and safely. He co-authored a Wall Street Journal op-ed calling for mass reductions across the bureaucracy. His rhetoric helped sell the idea that the same private-sector playbook would work in Washington. [4][5]
  • Donald Trump praised Musk as a "brilliant guy" during the 2024 campaign and gave him an advisory role once in office. He signed executive orders in the first weeks of 2025 that rolled back DEI programs, mandated five-day return-to-office rules, and offered buyouts to two million federal workers. He enabled the Deferred Resignation Program and reductions in force that cut tens of thousands of positions. When specific cuts produced public backlash he sometimes reversed them, but the overall push to shrink the federal workforce carried his explicit approval. [2][17][19]
▶ Supporting Quotes (32)
“Hence, Musk is trying to apply the same method to federal government agencies.”— Why cutting federal spending isn't like cutting Twitter spending
“with the help of some expert Twitter insiders who turned coats and became Musk loyalists (Musk’s authorized biographer Walter Isaacson focuses, for example, on engineer Ben San Souci as a Twitter worker who could explain to Musk’s team what could be safely cut and what couldn’t be)”— Why cutting federal spending isn't like cutting Twitter spending
“Michael Milken’s gang made a fortune in the 1980s by buying random companies with junk bonds and ordering severe cuts.”— Why cutting federal spending isn't like cutting Twitter spending
“If you are a GS15, much of your compensation is in having a lot of people working for you. Why would you want to betray your loyal underlings by telling Musk which ones you could actually do without if he’s not going to make you substantially richer for it?”— Why cutting federal spending isn't like cutting Twitter spending
“Seven months after his acquisition of Twitter, Elon Musk required an immediate RTO of employees, who were promised flexible work arrangements prior to the sale. Twitter was the first company to mandate such policies, resulting in the attrition of 80% of the workforce mainly through termination. Musk is now leading the newly formed Department of Government Efficiency (DOGE), leading the federal workforce reduction efforts, making the actions of the last few days eerily familiar.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“In his first two weeks of office, President Trump signed several Executive Orders (EOs) to fulfill one of his many campaign promises—to reduce the size of the federal government. He has rolled back diversity, equity, and inclusion (DEI) initiatives... In recent days, he announced a financial buyout to federal employees who do not wish to comply with the new Return to Office (RTO) mandate...”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“Elon Musk recently said that DOGE was only “a little bit successful” and that he wouldn’t do it again.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“Although she is on methodologically sound ground by judging DOGE’s effect on spending relative to a CBO baseline, and we concur with her analysis”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“When he bought the company in 2022 he began mass layoffs within a week, firing thousands of the company’s 8,000 workers overnight... Six months after taking over, Musk told the BBC he had reduced the staff by more than 80%.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“Ramaswamy has suggested firing 75% of federal employees.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“DOGE “doesn’t have any power,” says Douglas Holtz-Eakin... “They’re an outside advisory group who are going to generate ideas. They are essentially a very high-profile think tank.””— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
““If you eliminate 25% of all federal jobs, you would save roughly 1% of federal spending.” Not that he thinks a 25% job reduction will happen. “I don’t think it’s remotely workable to reduce the federal workforce by 20%, much less the 75% that Vivek Ramaswamy promises,” he says.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“In a recent interview, the former Republican presidential candidate Vivek Ramaswamy made an offhanded comment... Ramaswamy said Trump should get rid of 75 percent of federal-government employees “on day one.”... “That’s not the character of, certainly, what Elon did at Twitter, and I don’t think it’s going to be the character of what the most important part of that project actually looks like, which is shaving down and thinning down the bureaucracy.””— Musk’s Twitter Is the Blueprint for a MAGA Government
“In 2022, after acquiring the social network, Musk infamously purged Twitter’s ranks and fired 80 percent of its employees in the first six months”— Musk’s Twitter Is the Blueprint for a MAGA Government
“Even Musk’s mom said as much in a recent interview with Fox News: “He’s going to just get rid of people who are not working, or don’t have a job, or not doing a job well, just like he did on Twitter … He can do it for the government, too.””— Musk’s Twitter Is the Blueprint for a MAGA Government
““I am fully convinced that if Musk does what he is saying he will do, it will be an absolute shitshow,” a trust-and-safety engineer at a different tech company told me in 2022.”— Musk’s Twitter Is the Blueprint for a MAGA Government
“Musk appears to be bringing his Twitter takeover playbook to the public sector, and, as they did at the social media company, his moves are causing chaos and confusion for federal workers.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
““[B]asically, question every requirement, assume that every requirement that anybody ever gives you is dumb. Question it, eliminate it wherever possible,” they said.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
““It’s not clear whether the President has the authority to even guarantee that, given that federal funding has not been authorized by Congress through September, given that there are likely to be legal challenges by some conservative groups that might challenge the government continuing to pay employees who are not doing work,” Liss-Riordan said”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“OPM Director Kupor announced in November.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
““Nobody feels like their job is safe. Everyone is on edge,” said Kim Hasenkrug, an NIH scientist emeritus with knowledge of ongoing activities at Rocky Mountain Laboratories.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
“all before President Trump’s nominee for NIH commissioner, Jay Bhattacharya, has been confirmed by the Senate.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
““Elon Musk keeps tweeting, fait-accompli–style, that DOGE has cut this or that government program or contract. So does the DOGE account, which is surely controlled by Musk or by someone very close to him. On January 24, for example, DOGE tweeted: “In the first 80 hours, approx $420M of current/impending contracts have been cancelled. 2 leases have also been cancelled. Initial focus is mainly on DEI contracts and unoccupied buildings.””— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
““Elon Musk is, in many important ways, the single most capable man in America, and we deny that fact at our peril.” “Elon is applying all of the same talents he used to build his companies—motivating employees, circumventing red tape, identifying and overwhelming every bottleneck at breakneck speed—to his effort to remake the U.S. civil service with DOGE.””— An Announcement, A Bunch Of Events, And Elon Musk
“When Reuters asked Trump last year whether he would be open to giving Musk some sort of advisory role in his administration, the Republican nominee said yes. “He’s a very smart guy,” Trump responded. “I certainly would, if he would do it, I certainly would. He’s a brilliant guy.””— An Announcement, A Bunch Of Events, And Elon Musk
““Elon Musk believes that his expertise in building innovative technology-based businesses also provides the expertise to redesign the federal budget,” Jessica Riedl, a senior fellow at the conservative Manhattan Institute, told me in an email. “It does not.””— An Announcement, A Bunch Of Events, And Elon Musk
“Elon Musk doesn’t know what he doesn’t know, and doesn’t show any interest in wanting to know what he doesn’t know. He didn’t see the need to bring in any actual experts who could explain the intricacies of federal budgeting to him.”— Extremely Powerful Men Who Can’t Be Arsed
“the “Make America Healthy Again” Commission report led by Health and Human Services Secretary Robert F. Kennedy Jr. The outlet NOTUS reported that the report’s 500+ citations “are rife with errors, from broken links to misstated conclusions,” and that “Seven of the cited sources don’t appear to exist at all.””— Extremely Powerful Men Who Can’t Be Arsed
““The paper cited is not a real paper that I or my colleagues were involved with,” Keyes told NOTUS via email. “We’ve certainly done research on this topic, but did not publish a paper in JAMA Pediatrics on this topic with that co-author group, or with that title.””— Extremely Powerful Men Who Can’t Be Arsed
“Elon Musk gleefully tweeted: We spent the weekend feeding USAID into the wood chipper. Could gone [sic] to some great parties. Did that instead.”— Allow Me A Brief Burst Of Angry Moralizing
“Trump and Musk would be well within their rights to legally attempt to rein in the size of government, if they think that’s particularly important.”— Allow Me A Brief Burst Of Angry Moralizing
“Online, new/dissident/far-right influencers are treating it as childish and ridiculous to care that people are probably dead because of the rushed and disorganized and incompetent and in-many-cases-illegal efforts at “cost-cutting” spearheaded by Musk. It’s “emotional manipulation,” they keep saying. Plus: Isn’t it also bad that some of these places are so reliant on U.S. aid?”— Allow Me A Brief Burst Of Angry Moralizing
Organizations Involved

The Department of Government Efficiency began as an advisory body outside the formal government structure yet gained access to sensitive payment systems and agency databases. It directed the termination of contracts, the shutdown of programs at USAID, and the mass cancellation of DEI-related agreements totaling roughly one billion dollars. DOGE issued the "Fork in the Road" email mirroring Musk's Twitter ultimatum and oversaw buyouts that removed more than 150,000 positions in a single month. It operated without formal firing authority and relied on executive actions that bypassed Congress. By late 2025 it claimed large savings while monthly Treasury data showed federal outlays still rising. [2][3][4][16][19]

The National Institutes of Health saw probationary employees terminated en masse on February 14 2025, with roughly 1,500 positions eliminated in one round. Scientists and administrators described an atmosphere in which no one felt their job was safe. Leadership offered minimal communication while reorganizing funding, travel, and communications policies under more centralized control. The agency lost institutional knowledge and faced confusion over who had actually been fired. Staff reported widespread fear, stress, and uncertainty that persisted for months. [8][9]

The Centers for Disease Control and Prevention lost about 25 percent of its workforce by the end of 2025. On the same February date it cut 1,300 probationary positions. Programs tracking youth smoking, workplace injuries, lead poisoning, and pregnancy outcomes were cancelled. A school with lead contamination was denied assistance. The reduction in staff produced measurable gaps in routine public-health surveillance. [7][9][15]

▶ Supporting Quotes (20)
“Twitter could survive with only about one-quarter as many employees … as long as they were the right quarter of the original workforce.”— Why cutting federal spending isn't like cutting Twitter spending
“the highest allowable general schedule salary for a federal civil servant in the expensive D.C. metro area is $195,200 — so it's hard to find experienced old-timers who understand exactly what is going on within their organization and who can make smart cuts and want to make smart cuts for you.”— Why cutting federal spending isn't like cutting Twitter spending
“It's almost as if DOGE wasn't carefully planned ahead of time to focus first on the worst examples of waste and fraud, which allows bureaucrats to easily sabotage its efforts with bad PR.”— Why cutting federal spending isn't like cutting Twitter spending
“Musk is now leading the newly formed Department of Government Efficiency (DOGE), leading the federal workforce reduction efforts, making the actions of the last few days eerily familiar.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“Big Tech companies were among those that led the RTO mandates for their own employees after the pandemic with similar terms and conditions, as well as promises made that were not kept... the influence of Big Tech leaders, who are formally and informally advising President Trump and his administration, may be accelerating a smaller government workforce...”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“The Department of Government Efficiency (DOGE) first set a goal to balance the budget by cutting $2 trillion in waste, fraud, and abuse. This goal was later reduced to $1 trillion and then again to just $150 billion. DOGE also aimed to reduce the size and scope of the administrative state, improve the procurement process, reform regulations, eliminate certain small agencies, use technology to cut costs, and shrink the federal workforce.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“DOGE failed to cut spending because most federal spending was for entitlement programs, where spending remains high due to structural reasons and policy autopilot. Congress alone has the authority to cut these programs, so it’s unsurprising that DOGE did not reduce spending.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“DOGE “doesn’t have any power,” says Douglas Holtz-Eakin, former director of the Congressional Budget Office and now president of the center-right American Action Forum. “They’re an outside advisory group who are going to generate ideas."”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“About 1 million federal employees belong to unions, says the Bureau of Labor Statistics, and they are already preparing to take on the Trump administration... Several government unions are trying to protect their members from being classified as Schedule F.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“This idea is not dissimilar from the vision articulated by the Heritage Foundation’s Project 2025, the conservative policy proposal to reshape the federal government in a second Trump administration... enable the president to lay off tens of thousands of federal career workers and replace them with political appointees.”— Musk’s Twitter Is the Blueprint for a MAGA Government
“Musk’s DOGE, with its goal of cutting potentially trillions of dollars out of the federal budget, is making similar cuts throughout government: the United States Agency for International Development appears to be in the process of shutting down; two sources told CNN the Office of Personnel Management was directed to prepare to eventually cut as much as 70% of its workforce; and the General Services Administration was told to present proposals to cut 50% of business expenses”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“Ultimately, he trimmed 80% of Twitter’s workforce... In the months after Twitter shut down the data center nearly overnight, the platform suffered numerous major outages and technical glitches.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“The Trump Administration began implementing a series of unprecedented personnel cuts across federal agencies starting in January 2025 without asking for congressional approval or support.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“With the National Institutes of Health facing deep workforce cuts and little information from agency leadership about how those cuts will be made, scientists, administrators, and other employees at the nation’s premier funder of biomedical research are reeling, afraid and confused.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
“Other federal agencies have also started layoffs this week, including the Department of Energy and the Department of Veterans Affairs, as the Trump administration moves to drastically downsize the government.”— Staff at CDC and NIH are reeling as Trump administration cuts workforce
“DOGE exists in a strange, weird, liminal space. It’s not technically a part of the federal government — it’s more of an advisory group to the president — but it has effectively taken over a preexisting government technology office and appears to have basically unfettered access to anything it wants, including, as has been widely reported, highly sensitive payment systems and databases usually accessed only by a small number of career government employees.”— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“We spent the weekend feeding USAID into the wood chipper.”— Extremely Powerful Men Who Can’t Be Arsed
“These weren’t minor errors: Epidemiologist Katherine Keyes is listed in the MAHA report as the first author of a study on anxiety in adolescents.”— Extremely Powerful Men Who Can’t Be Arsed
“the sudden and sweeping funding pauses and outright program cancellations DOGE instituted after Trump’s inauguration.”— Allow Me A Brief Burst Of Angry Moralizing
“setting aside the asininity of “feeding USAID into the woodchipper” as a cost-savings measure, given what a small percentage of the U.S. budget it comprises”— Allow Me A Brief Burst Of Angry Moralizing
The Foundation

Proponents began with a reasonable observation: Twitter had been losing money and appeared overstaffed before Musk's takeover. When he cut more than three-quarters of the workforce and the platform continued to function, many saw proof that large organizations carried substantial slack. Private-sector examples from the 1980s junk-bond era showed that insiders could be motivated with bonuses to identify genuine redundancies. Observers noted that federal job descriptions often contained layers of review that looked like inefficiency to an outsider. A thoughtful person watching Twitter survive might have concluded that similar bloat existed inside government agencies and that aggressive head-count reduction would yield comparable savings. [1][5]

That intuition ran into structural differences. Federal salaries are capped and bonuses are limited, so there is no financial incentive for managers to propose smart cuts. Redundancy in government processes had been deliberately built in to prevent fraud, theft, and abuse of power. Labor costs make up only about eight percent of total federal spending, the rest being mandatory transfer payments Congress controls. Monthly Treasury statements later showed outlays rising by 248 billion dollars even after record peacetime workforce reductions. [1][2][3]

Musk's own narrative reinforced the belief. He claimed Twitter had been days from insolvency and that only drastic cuts had saved it. High SAT scores and business success were treated as evidence that the same talent would translate directly to public administration. The assumption generated a downstream conviction that every government requirement was essentially dumb and should be eliminated without replacement. Growing evidence challenges how well those private-sector lessons map onto a civil service bound by statute, union contracts, and congressional appropriations. [5][17]

▶ Supporting Quotes (12)
“How? Because the newcomer takeover artists could find good workers within the organization who will make the smart cuts you are too unfamiliar with the organization to figure out for yourself because you offer them a big bonus, a promotion, stock options, etc.”— Why cutting federal spending isn't like cutting Twitter spending
“It turned out that with the help of some expert Twitter insiders who turned coats and became Musk loyalists ... Twitter could survive with only about one-quarter as many employees”— Why cutting federal spending isn't like cutting Twitter spending
“The redundancy and minutia built into certain government jobs are intentional to ensure certain protections against fraud, theft, and most importantly, autocrats... private companies do not compare to the size of the U.S. federal government.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“According to Cato’s report to the DOGE Commission last year, a 10 percent cut in the federal workforce would only save about $40 billion annually. The 3.8 million federal defense and nondefense employees, excluding postal workers, account for around 8 percent of total spending.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“Musk and Ramaswamy emphasize that cost savings are central to their mission, but labor costs are a small part of federal spending. The vast majority of what government spends goes out the door in the form of benefits—Social Security, veterans’ benefits, food stamps, and many more.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“Musk’s argument for gutting Twitter was that the company was so overstaffed that it was running out of money and had only “four months to live.””— Musk’s Twitter Is the Blueprint for a MAGA Government
““Elon seems to think that he’s bought the federal government now, and he’s playing out the same series of events” as he did at Twitter... “Elon thinks that all that stuff [laws and regulations] is frankly, just bulls**t, and it’s just there to be a harassment,” the former senior employee said.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“The President’s 2026 budget, released in May, proposed shrinking the federal workforce on net by about 140,000 employees or roughly 6 percent.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“To borrow from Thomas Nagel, what is it like to be Elon Musk at the moment? One important thing to know about Elon Musk is that he’s a gamer... Musk claimed to have one of the top-ranked characters in the world... the best of these “diablolikes” are brilliantly designed, but they also prey upon some very deep human tendencies toward addictive behavior... variable reward schedules are the most addictive.”— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“Noah Smith noted that, according to Musk’s biographer Walter Isaacson, the tech mogul scored a 1400 on the SAT in the late 1980s, which would roughly translate to an IQ in the mid-130s or so—impressive, albeit not genius-level. But, again, these scores say nothing about Musk’s character.”— An Announcement, A Bunch Of Events, And Elon Musk
“In all likelihood, someone on the commission used AI to gather citations in support of certain claims, didn’t notice when the AI hallucinated papers that don’t exist (which, ask any researcher, is something chatbots do constantly)”— Extremely Powerful Men Who Can’t Be Arsed
“A lot of people think the U.S. government spends too much money, and that too much of it is wasted.”— Allow Me A Brief Burst Of Angry Moralizing
How It Spread

The idea spread first through Musk's own platform. He tweeted charts of cancelled contracts and celebrated cutting 420 million dollars in eighty hours as though it were a video-game achievement. Ramaswamy repeated the Twitter analogy in interviews and in a prominent Wall Street Journal op-ed. Right-leaning commentators and influencers amplified the message that Musk's methods would drain the swamp. Maye Musk appeared on Fox News to say her son would simply get rid of non-workers the same way he had at Twitter. [5][6][16]

Big Tech executives who had imposed return-to-office mandates at their own companies began advising the Trump administration. The Heritage Foundation's Project 2025 blueprint supplied intellectual cover by calling for mass replacement of career civil servants with political appointees. Online fans defended the approach by pointing to Musk's wealth and past successes whenever critics raised doubts. The administration reinforced the narrative through executive orders and public announcements of buyouts and deferred resignations. [2][5]

Skeptics existed from the start. A trust-and-safety engineer at another tech firm warned early that Musk's algorithm of questioning every requirement would produce an absolute mess. Former Twitter employees described the chaos of sudden data-center closures and rehiring. Economists such as Brian Riedl and Douglas Holtz-Eakin pointed out that DOGE lacked legal authority to fire most workers and that labor costs were too small a share of the budget to deliver major savings. Their cautions received less attention than the optimistic analogies. [4][5][6]

▶ Supporting Quotes (11)
“When Elon Musk overpaid for Twitter, he immediately set about retrieving some of his money by firing a large majority of Twitter employees. ... Hence, Musk is trying to apply the same method to federal government agencies.”— Why cutting federal spending isn't like cutting Twitter spending
“But the influence of Big Tech leaders, who are formally and informally advising President Trump and his administration, may be accelerating a smaller government workforce based on their own values about corporate governance.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“Cato scholars supported all these objectives.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“In a recent Wall Street Journal op-ed, they write that they anticipate “mass head-count reductions across the federal bureaucracy,” which will be their primary tool for cutting costs.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“Ramaswamy was talking with Ezra Klein... Listening to Ramaswamy speak... “Nothing of value was lost,” one MAGA account tweeted at the news of the firings.”— Musk’s Twitter Is the Blueprint for a MAGA Government
“Like he did when taking over Twitter, Musk has framed his actions within the federal government in dire terms, as necessary to reduce wasteful spending and save democracy.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“Ultimately, more than 150,000 federal employees reportedly accepted financial incentives to leave government in fiscal year 2025 through the Deferred Resignation Program (DRP), a workforce reduction program created by the Administration without congressional authorization”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“After every post from Musk or from DOGE, you’ll see reactions from Musk fans... Here’s @WallStreetApes (785,000+ followers) reacting to one of the initial DOGE tweets: “Excellent work. It’s time to cut 90% of the federal government. Any way we can get a live stream of bureaucrats being told they’re terminated and will have to find a real job and have to survive on normal wages? Let’s do it!””— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“Random Musk Fan 1: lol yes he’s dumb that’s why he’s the richest man in the world RMF2: oh cool—hey, remind me the last time YOU built a rocket RMF3: Why don’t *you* save the government billions of dollars, if you’re so confident you could do a better job?”— An Announcement, A Bunch Of Events, And Elon Musk
“Trump was not shy about his lack of interest in putting qualified people in positions of power on the campaign trail. This did not deter voters, and here we are”— Extremely Powerful Men Who Can’t Be Arsed
“new/dissident/far-right influencers are treating it as childish and ridiculous to care that people are probably dead... It’s “emotional manipulation,” they keep saying.”— Allow Me A Brief Burst Of Angry Moralizing
Resulting Policies

In the first two weeks of 2025 President Trump signed executive orders mandating five-day return-to-office requirements and rolling back diversity, equity, and inclusion programs across the federal government. The Office of Personnel Management offered buyouts and a Deferred Resignation Program that provided up to eight months of paid leave for those who agreed to leave. These measures were explicitly modeled on the private-sector ultimatums used at Twitter. By October 2025 the buyout alone had driven more than 150,000 departures in a single month. [2][3][7]

DOGE pushed for reinstatement of Schedule F, which would have reclassified large numbers of career civil servants as at-will political employees. Although blocked by unions and court challenges, the threat accelerated voluntary exits. Reductions in force terminated another 17,000 workers, often without full adherence to required procedures. At the NIH and CDC probationary employees were cut in coordinated actions on February 14 2025, removing roughly 2,800 positions across the two agencies. [4][5][8][9]

Contracts deemed wasteful were terminated en masse. DOGE cancelled 85 DEI-related agreements worth approximately one billion dollars and paused funding at USAID without transition plans. An ICE contract was initially claimed to save eight billion dollars before officials corrected the figure to eight million. These actions treated federal spending like line items in a startup budget that could be slashed overnight. [16][17][19]

▶ Supporting Quotes (15)
“if DOGE tells you to fire 500 people, the obvious step is sabotage”— Why cutting federal spending isn't like cutting Twitter spending
“In his first two weeks of office, President Trump signed several Executive Orders (EOs) to fulfill one of his many campaign promises—to reduce the size of the federal government. He has rolled back diversity, equity, and inclusion (DEI) initiatives... the Office of Personnel Management (OPM) on January 28, 2025, to over 2 million federal workers. The OPM also offered deferred resignation where federal employees could resign immediately and still be paid for the next several months.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“The sharp October drop of over 150,000 was driven by the federal civil service buyout offer rather than normal attrition.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“Trump has said he will impose an employee category called Schedule F, reclassifying career civil service employees as political employees, who lack civil service protections and can be fired quickly. Several government unions are trying to protect their members from being classified as Schedule F.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“by reinstituting the Trump executive order Schedule F—which stripped certain civil servants of their job protections, allowing them to be fired more easily”— Musk’s Twitter Is the Blueprint for a MAGA Government
“including by playing a role in an ultimatum email to federal workers with the same subject line — “Fork in the Road” — that more than two years ago, topped an email asking Twitter staff to commit to working “extremely hardcore” under Musk’s new leadership or resign.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“Deferred Resignation Program (DRP), a workforce reduction program created by the Administration without congressional authorization that provided workers with up to nearly eight months of paid leave if they agreed to resign.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“the Administration engaged in mass firings — known as reductions in force (RIFs) — of 17,000 federal employees, while often failing to follow the required procedures and guardrails for such firings established in law.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“The pending cuts add to what has already been two months of stress, uncertainty, shifting policies around funding, communications and travel, firings and, in some cases, rehirings — all before President Trump’s nominee for NIH commissioner, Jay Bhattacharya, has been confirmed by the Senate.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
“The layoffs at both agencies targeted probationary employees — a broad category that includes recent hires and long-time staffers who were recently moved to a new position.”— Staff at CDC and NIH are reeling as Trump administration cuts workforce
“On January 29, for example, DOGE posted: Through 1/29/2025, 85 DEIA related contracts totaling ~$1B have been terminated within the Dept. of Ed, GSA, OPM, EPA, DoL, Treasury, DoD, USDA, Commerce, DHS, VA, HHS, State, NSF, NRC, NLRB, PBGC, USAID, RRB, SSA, SBA, BLM, CFPB, NPS, and NOAA.”— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“There have already been multiple instances in which DOGE swiftly fired groups of federal employees, only for the Trump administration to backpedal and rehire them after realizing that hey, maybe we actually need nuclear safety workers, scientists fighting an ongoing bird flu outbreak, and veterans operating crisis hotlines for other veterans.”— An Announcement, A Bunch Of Events, And Elon Musk
“Sometimes DOGE announces “savings” from long-ago-completed government contracts, and in at least one instance, its estimated reductions were off by three orders of magnitude: DOGE announced it was cutting an $8 billion Immigration and Customs Enforcement (ICE) contract that was actually worth $8 million.”— An Announcement, A Bunch Of Events, And Elon Musk
“This decision led and will continue to lead to a heartbreaking amount of suffering and death — to children and babies dying because they were cut off from access to, for example, U.S.-provided peanut paste (cost: $1 a day).”— Extremely Powerful Men Who Can’t Be Arsed
“the sudden and sweeping funding pauses and outright program cancellations DOGE instituted after Trump’s inauguration.”— Allow Me A Brief Burst Of Angry Moralizing
Harm Caused

Public-health surveillance suffered measurable damage. The CDC lost about 25 percent of its workforce by the end of 2025 and cancelled programs that tracked youth smoking, workplace injuries, lead poisoning, and pregnancy outcomes. A school reporting lead contamination was denied federal aid. FEMA saw a 14 percent staffing drop that a GAO report linked to reduced disaster-response capacity. Federal Student Aid lost more than 45 percent of its employees, leaving a backlog of over 27,000 student-loan complaints. [7][15]

NIH employees described months of fear and uncertainty. Scientists and administrators reported that nobody felt their job was safe. Chaotic implementation meant supervisors sometimes did not know which subordinates had been terminated. The agency experienced untracked hiring and firing cycles that wasted time and institutional knowledge. Stress levels remained elevated long after the initial cuts. [8][9]

Broader consequences extended beyond Washington. IRS layoffs of roughly 18,200 employees, including many in information technology, were projected to produce 159 billion dollars in lost tax revenue over a decade from under-enforcement. USAID funding pauses were linked to specific deaths abroad, including Sudanese infants deprived of nutritional aid and a 71-year-old man who died after medical trials were halted. Lawsuits proliferated, some costing more than the purported savings. Republican lawmakers, including Senator Marco Rubio, complained directly to the president after constituents were harmed. [17][18][19]

▶ Supporting Quotes (23)
“make DOGE look bad by firing the 500 people who do the work that to the press and public seems the most obviously valuable. ... step on every upside-down rake of a PR fiasco that bureaucrats have carefully laid in its path”— Why cutting federal spending isn't like cutting Twitter spending
“Trump often cancels DOGE's worst mistakes, but not until after DOGEists dream up why, actually, that wasn't a mistake, that was 4D chess. These mistakes are probably not insoluble, but thought and political capital needs to be expended”— Why cutting federal spending isn't like cutting Twitter spending
“Twitter was the first company to mandate such policies, resulting in the attrition of 80% of the workforce mainly through termination.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“In January, Amazon also joined its peers in requiring that employees be in the office five days per week, which already is leading to traffic congestion in its Seattle headquarters, lack of office space for returning employees, increased theft in open work environments...”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“a Stanford University study found that the IRS’s use of AI was more likely to flag Black taxpayers for unnecessary audits, despite their compliance with the tax code; the agency has since confirmed the report findings... a 2024 independent report from the U.S. Government Accountability Office (GAO) found that claims for tax credits were disproportionately disqualifying eligible applicants.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“The federal government spent $7.6 trillion in the first 11 months of calendar year 2025, approximately $248 billion higher by November of 2025 compared to the same month in 2024 (Figure 1).”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“Based on Fidelity’s October estimate, X has lost 79% of its value since Musk took over.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“Soon after taking over, ad revenues plummeted 40 percent, and the bleeding hasn’t stopped. According to estimates, last year, X lost about 52 percent of its U.S. advertising revenue. A recent Fidelity report suggested that the company may have lost nearly 80 percent of its value... Musk’s financiers have also been left with massive loans on their balance sheets in what The Wall Street Journal has called “the worst buyout for banks since the financial crisis.””— Musk’s Twitter Is the Blueprint for a MAGA Government
“Although the platform has largely stabilized, it is still prone to snafus — most famously the massive meltdowns that delayed live interviews on X between Musk and presidential candidates... Thousands of former Twitter employees took legal action against the company after Musk’s layoffs”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“But Musk’s takeover of Twitter could foreshadow what may happen next for US government workers... Musk has been implementing DOGE’s cuts for less than a month and already there are several lawsuits filed over the group’s actions”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“Programs tracking youth smoking, job-related injuries, lead poisonings, and pregnancies have been cancelled as a result of cuts to Centers for Disease Control and Prevention (CDC) staff. Additionally, CDC denied assistance to a school dealing with lead contamination because CDC had laid off the team responsible for responding to such incidents.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“Workforce reductions at the Federal Emergency Management Agency (FEMA) and other federal agencies, including the loss of experienced leaders, are exacerbating existing challenges and reducing the effectiveness of federal disaster response, a Government Accountability Office (GAO) report found.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“The Department of Education unit within the Federal Student Aid office responsible for fielding grievances about student loans reported a backlog of more than 27,000 complaints after losing nearly two-thirds of its staff.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
““Nobody feels like their job is safe. Everyone is on edge,” said Kim Hasenkrug, an NIH scientist emeritus with knowledge of ongoing activities at Rocky Mountain Laboratories.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
““They’re trying to hide these numbers. Even the top people can’t keep track because they’re hiring and firing so much. Direct supervisors of those who were terminated didn’t even know that it was happening.””— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
“With the National Institutes of Health facing deep workforce cuts and little information from agency leadership about how those cuts will be made, scientists, administrators, and other employees at the nation’s premier funder of biomedical research are reeling, afraid and confused.”— At NIH, ‘everyone is on edge’ as they brace for deep cuts and more centralized control
“The news filtered down through the agency on Friday in various meetings and phone calls, creating a sense of "confusion and uncertainty" among staff about exactly who would be losing their jobs, according to another CDC staffer.”— Staff at CDC and NIH are reeling as Trump administration cuts workforce
“A huge part of the confusion stems from who actually works for the government and in which capacity, who has which clearances to access which information, and so on. It didn’t help clear things up when, to take one of many examples, one of the pups in question charged with helping to destroy USAID suddenly had a USAID email address... I have a good number of friends and acquaintances in and around the federal government, including USAID. It goes without saying that they are having a hard time and, being a human being, I feel badly for them.”— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“If, for example, DOGE is able to lay off its planned total of 18,200 Internal Revenue Service employees, underenforcement of tax policy could lead to $159 billion in lost government revenue over the next decade, according to an estimate from the Budget Lab at Yale University—and that’s a net estimate that factors in the $17.2 billion that will be saved over this period by letting go of these workers.”— An Announcement, A Bunch Of Events, And Elon Musk
“Musk’s efforts, a recent New York Times article explains, “have become the subject of several lawsuits and prompted concerns from Republican lawmakers, some of whom have complained directly to the president.” Among the aggrieved is Secretary of State Marco Rubio”— An Announcement, A Bunch Of Events, And Elon Musk
“One statistical model published by a Boston University public health researcher projects that Musk’s cuts will cause hundreds of thousands of child deaths.”— Extremely Powerful Men Who Can’t Be Arsed
“overseas, people who rely on USAID for healthcare — including Sudanese infants — have simply died... one article in the Times about women who had medical devices left inside them, and another about farmers who voted for Trump getting screwed over; The Washington Post published a harrowing account of foreign workers who had to scramble out of a conflict zone... The Telegraph on the death of a 71-year-old as (apparently) the direct consequences”— Allow Me A Brief Burst Of Angry Moralizing
“think about the lawsuits alone: Each one of these has the potential to cost the government a lot of money... A shock to a single household’s income reverberates well beyond that house — it ripples out into the neighborhood”— Allow Me A Brief Burst Of Angry Moralizing
Downfall

Monthly Treasury statements and Bureau of Labor Statistics data showed federal outlays rising by 248 billion dollars during DOGE's most active period, despite the largest peacetime workforce cut on record. The disconnect between head-count reduction and actual spending became impossible to ignore. Musk himself described the effort as only modestly successful and said he would not repeat it. [3]

Court rulings began to dismantle key pieces. A federal judge declared the mass termination of 7,000 probationary employees illegal. Union challenges slowed or blocked Schedule F reclassifications. OPM data released in January 2026 finally quantified agency-by-agency losses and revealed that many cuts exceeded even the administration's own budget plans. [7]

Reporting exposed operational disarray. The New York Times and other outlets documented rushed decisions, rehiring of essential workers, and errors such as overstated savings claims on the DOGE website. The MAHA Commission report was found to contain fabricated citations generated by artificial intelligence. Musk's own admissions and the visible reversal of some cuts after public backlash made clear that the private-sector analogy had been taken too far. Significant evidence challenges the assumption that drastic staff reductions in federal agencies succeed the same way as in private companies like Twitter. [17][18][19]

▶ Supporting Quotes (13)
“you aren't allowed to do much of that with federal employees ... what’s in it for them?”— Why cutting federal spending isn't like cutting Twitter spending
“the agency has since confirmed the report findings and stopped using the model... a 2024 independent report from the U.S. Government Accountability Office (GAO) found that claims for tax credits were disproportionately disqualifying eligible applicants.”— How federal layoffs set the stage for greater privatization and automation of the US government | Brookings
“There is no visible structural break in 2025 spending that coincides with DOGE’s start date. An observer who did not know when DOGE started could not identify it in Figure 1.”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“DOGE did not reduce spending, but it did reduce federal employment by nine percent in less than 10 months. ... The evidence supports Musk’s judgment. DOGE had no noticeable effect on the trajectory of spending”— DOGE Produced the Largest Peacetime Workforce Cut on Record, but Spending Kept Rising
“Dismissals depend on regulatory rollbacks... which can take a year or more and may not happen at all. Many regulations have constituencies with a voice in what happens... Payrolls are not where the money is... Federal workers will fight back.”— Elon Musk wants to gut the government like he did at Twitter. But his private sector strategies are going to be tested at DOGE | Fortune
“His chaotic managerial strategy for Twitter has been to rebrand the site as X, alienate many of its most important advertisers... the end result has been calamitous for the company’s bottom line... (though parts of it have, perhaps most memorably when Musk tried to host Spaces events with Trump and with Florida Governor Ron DeSantis, only for them to glitch out).”— Musk’s Twitter Is the Blueprint for a MAGA Government
“Some staff that resigned or were laid off were asked to return, former employees said... But ultimately, after a three-week shutdown of the platform in Brazil, X agreed to the Brazilian government’s demands in order to be reinstated.”— They lived through Elon Musk’s Twitter takeover. Now, they have advice for federal government employees | CNN Business
“a mass termination, without merit or cause, of at least 7,000 “probationary” employees, typically those who had been in new roles for less than two years; a federal judge later ruled that the terminations were illegal.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“Almost a year since the Trump Administration began rapidly and radically cutting the federal workforce without congressional approval, it has for the first time released data publicly showing the extent of the cuts to specific agencies to date.”— Administration’s Radical Personnel Cuts Bypassed Congress and Lacked Transparency, Obscuring Impact on Public Services
“this article in The New York Times is a gripping and must-read account of the chaos Musk and his small coterie of young pups are unleashing on the government... Chas Danner has a good weekend summary of the first days of DOGE in Intelligencer”— Elon Musk Is Livestreaming Himself Playing A Videogame, Except It’s The Federal Budget
“DOGE is tallying its supposed savings, meanwhile, on a website that has been one blunder after another: a monthslong string of lies, misunderstandings (it’s often hard to know which), corrections—and, finally, outright obfuscations.”— An Announcement, A Bunch Of Events, And Elon Musk
“The New York Times, a couple months later: “The cuts he wanted to enact were far more difficult than he expected and his lack of interest in learning more about the bureaucracy he considered toxic impeded his efforts, particularly on Capitol Hill, according to people familiar with his efforts, who spoke on the condition of anonymity to describe internal discussions.””— Extremely Powerful Men Who Can’t Be Arsed
“There was one article in the Times about women who had medical devices left inside them, and another about farmers who voted for Trump getting screwed over; The Washington Post published a harrowing account... Or here’s The Telegraph on the death of a 71-year-old”— Allow Me A Brief Burst Of Angry Moralizing
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