The panel generally agrees that the reported 980,000 deportations, particularly the surge in interior arrests, could lead to labor shortages in sectors heavily reliant on foreign-born workers, potentially driving up wages and inflation. However, there's disagreement on whether this will result in sustained wage pressure or rapid automation.
Risk: Sustained labor shortages and wage pressure without commensurate deterrence, potentially hurting productivity and feeding inflationary dynamics even as fiscal costs rise.
Opportunity: Potential for productivity-enhancing investment in automation due to a sustained labor shortage.
This analysis is generated by the StockScreener pipeline — four leading LLMs (Claude, GPT, Gemini, Grok) receive identical prompts with built-in anti-hallucination guards. Read methodology →
Trump Administration Carried Out 980,000 Deportations In First 18 Months: Think Tank
Authored by Chris Summers via The Epoch Times,
The Department of Homeland Security (DHS) conducted 980,000 deportations during the first 18 months of President Donald Trump's second administration, a report published by the Migration Policy Institute (MPI) think tank said on Thursday.
U.S. Customs and …
Read more
Trump Administration Carried Out 980,000 Deportations In First 18 Months: Think Tank
Authored by Chris Summers via The Epoch Times,
The Department of Homeland Security (DHS) conducted 980,000 deportations during the first 18 months of President Donald Trump's second administration, a report published by the Migration Policy Institute (MPI) think tank said on Thursday.
U.S. Customs and Border Protection security agents guide illegal immigrants onboard a C-17 Globemaster III for a removal flight at Fort Bliss, Texas, on Jan. 23, 2025. Dept. of Defense photo by U.S. Army Sgt. 1st Class Nicholas De La PenaTrump has repeatedly said that deporting people who should not be in the United States is key to improving national security.
MPI's report, which it said was drawn from publicly available data, was authored by Marc Rosenblum, a former head of the DHS Office of Homeland Security Statistics, and covers Jan. 20, 2025, to July 31, 2026.
Rosenblum said 20 percent of all deportations in the period involved individuals with a criminal conviction.
The report also said that, on an annual basis, total deportations are up from the administration of former President Joe Biden and from Trump's first term.
Deportations From Interior Rising
The report also found that while two-thirds of deportations involved those who were initially intercepted at the border, there was also a rising number of actions resulting from arrests in the interior.
"The number of deportations of immigrants arrested in the country's interior has also increased, from 8,000 per month on average in the first three months of the administration to 19,000 per month on average between May and July 2026," the report said.
In the past year, raids by U.S. Immigration and Customs Enforcement (ICE) officers in many cities have been met with community resistance.
Critics of the second Trump administration's approach have claimed that DHS and ICE are ignoring due process and the right to free speech, and have also claimed there is evidence of racial profiling.
The Trump administration has faced numerous legal challenges over deportations, but the vast majority have gone ahead without challenge.
On Tuesday, the State Department said the Trump administration had revoked more than 300,000 U.S. visas during its second term, due to criminal activity, fraud, or threats to national security.
Among those were a handful of people who were involved in demonstrating against Israel's actions in Gaza, or making social media comments about the assassination of conservative commentator Charlie Kirk.
"President Donald Trump made immigration enforcement a centerpiece of his re-election campaign, including a promise to focus on 'the worst of the worst,'" Rosenblum said in the report.
"Since taking office in January 2025, the administration has devoted unprecedented resources to the issue, securing $240 billion from Congress for the Department of Homeland Security (DHS) through fiscal year (FY) 2029."
The report said that despite encounters at the Mexican border being at a historically low level, 69 percent of deportations were of people stopped at the border.
The other 31 percent of deportations were of immigrants arrested in the interior, some of whom may have been residents of U.S. communities for years.
The Epoch Times reached out to DHS for comment but did not receive a response by publication time.
Reuters contributed to this report.
Tyler Durden
Sat, 10/24/2026 - 14:40
AI Talk Show
Four leading AI models discuss this article
Opening Takes
“Without verification of unique individuals, the 980k deportations statistic is not a reliable proxy for security gains and signals only uncertainty for labor-supply risk.”
Prudent take: the 980,000 deportations cited over 18 months must be treated skeptically. The article blends border removals with interior enforcement and relies on publicly available data from a single think tank, with no independent audit or unique-person tallies. If the figure double-counts individuals who were removed and re-entered, it inflates the apparent enforcement run-rate. The interior-removal surge could reflect changes in data capture, prioritization, or backlog clearing rather than a sustained security gain. Large, uncertain DHS funding through FY2029 also warrants scrutiny: policy effects depend on legal constraints and asylum volumes, not headline deportation totals.
Even granting potential double-counting, a sustained interior-removal uptick implies growing enforcement muscle that could deter, i.e., a qualitative shift beyond border raids. The risk is that the article glosses over due-process concerns and legal challenges, which could cap the policy's durability.
“Rising interior deportations risk labor shortages that raise costs faster than the article acknowledges.”
The reported 980,000 deportations, with interior arrests rising from 8k to 19k monthly, signal accelerated removal of both border crossers and longer-term residents. This risks tightening labor supply in agriculture, construction, and services where foreign-born workers are overrepresented. Higher wage pressure and potential output gaps could follow, especially if encounters stay low while enforcement scales. The $240 billion DHS funding through 2029 locks in sustained capacity, but legal challenges and community resistance may slow interior operations. Markets have not priced visible disruption yet because the article omits sector-level employment data or GDP sensitivity estimates.
The policy could instead lift native employment and wages in affected industries, reducing welfare costs and generating a net fiscal positive that supports consumer spending and equities.
“The massive $240 billion DHS funding shift and the rise in interior deportations will structurally tighten labor supply, driving persistent wage-push inflation across service-heavy industries.”
The $240 billion DHS funding allocation through 2029 represents a massive fiscal commitment that will likely exert sustained inflationary pressure on the labor market. While the administration frames this as a security win, the 31% surge in interior deportations creates significant operational risk for labor-intensive sectors like construction, agriculture, and hospitality. We are seeing a structural tightening of the low-wage labor supply that will force wage-push inflation, likely compelling the Federal Reserve to maintain higher terminal interest rates. Investors should pivot toward firms with high automation capabilities and pricing power, as the 'deportation premium' on labor costs will become a permanent fixture of the operating environment.
The aggressive deportation strategy could paradoxically stabilize long-term fiscal health by reducing the strain on public infrastructure and social services, potentially offsetting the immediate inflationary shock of labor shortages.
“Tripling of interior deportations from 8k to 19k monthly suggests enforcement is shifting from border interception to community-based arrests, creating operational uncertainty for employers and supply chain disruption risk that the article downplays.”
The article conflates deportation volume with enforcement efficacy without addressing labor market impact. 980k deportations over 18 months (~54k/month) sounds large in isolation, but represents <0.15% of the ~11M undocumented population. More concerning for markets: interior arrests tripled (8k to 19k/month), suggesting dragnet-style enforcement that risks collateral damage to documented workers and legal residents. The $240B DHS budget through FY2029 signals sustained enforcement spending, but the article omits whether this reduces border crossings or merely processes existing populations. The 20% criminal conviction rate means 80% are non-criminal removals—a policy choice, not a security necessity.
If interior enforcement genuinely targets high-risk individuals and reduces repeat illegal entry, labor supply tightening could boost wage growth and corporate margins in labor-intensive sectors (hospitality, agriculture, construction). The article may understate deterrent effects.
The Debate
Responding to Claude
“980,000 removals over 18 months equates to about 8.9% of 11M undocumented, not 0.15%, and the 80% non-criminal removals imply deterrence may be weaker than implied, potentially tightening labor supply and fueling wage/inflation pressures.”
Claude, tiny arithmetic: 980,000 removals over 18 months equals about 54,000 per month, or roughly 8.9% of an 11 million undocumented population—far from 0.15%. That scale isn’t trivial. But your 80% non-criminal removals imply deterrence is a policy choice, not inevitability. The risk: if the majority are civil removals rather than criminal, the labor-supply squeeze could intensify without commensurate deterrence, hurting productivity and feeding inflationary dynamics even as fiscal costs rise.
Responding to Gemini
“The multi-year funding and historical removal caps make sustained inflation less certain than claimed.”
Gemini treats the $240B DHS allocation as locking in permanent labor-cost inflation, yet the spend is spread over five fiscal years and subject to annual appropriations fights. Historical removal rates rarely exceeded 400k annually even with full funding, suggesting interior enforcement may hit capacity constraints by 2027 rather than scaling linearly. That timeline implies any wage pressure could be front-loaded and reversible, altering the case for structurally higher terminal rates.
“Forced labor shortages will trigger a capital-expenditure cycle in automation, potentially offsetting inflationary pressures through increased productivity.”
Claude and ChatGPT are missing the secondary market effect: capital expenditure. If interior enforcement creates a sustained labor shortage, the market won't just absorb wage-push inflation; it will force a massive, rapid shift toward automation in agriculture and construction. This 'deportation premium' acts as a catalyst for productivity-enhancing investment. Grok is right about fiscal constraints, but underestimating the private sector's ability to substitute capital for labor once the policy risk is deemed permanent.
Responding to Gemini
“Automation-driven capex upside requires sustained labor scarcity beyond 2027, but enforcement capacity constraints make that assumption fragile.”
Gemini's automation thesis assumes capital substitution happens at scale within 5 years, but agriculture and construction face structural constraints: seasonal labor demand, geographic dispersion, and capex-intensive retooling. Historical precedent suggests wage absorption, not rapid automation. More critically: if interior enforcement hits capacity by 2027 (Grok's point), the 'permanent' labor shortage evaporates, collapsing Gemini's productivity-investment case. The policy risk premium may be priced in prematurely.
Panel Verdict
NEUTRAL No ConsensusThe panel generally agrees that the reported 980,000 deportations, particularly the surge in interior arrests, could lead to labor shortages in sectors heavily reliant on foreign-born workers, potentially driving up wages and inflation. However, there's disagreement on whether this will result in sustained wage pressure or rapid automation.
Potential for productivity-enhancing investment in automation due to a sustained labor shortage.
Sustained labor shortages and wage pressure without commensurate deterrence, potentially hurting productivity and feeding inflationary dynamics even as fiscal costs rise.
Related Signals
Related News
Border Patrol Logs Under 99,000 Southwest Arrests In FY2026, Lowest In Nearly 60 Years
"A Nation Ceases To Be A Nation If It Can't Protect Its Borders": Fifth Circuit Backs Trump's Mandatory Detention Policy
"They Will All Go To Jail": Trump Threatens California Election Officials If They Let Non-Citizens Vote
Supreme Court To Consider Government's Power To Deport Terrorist Supporters
Trump census plan to cut noncitizens from 2030 count spurs critics toward legal fight
This is not financial advice. Always do your own research.