The Google Home Speaker Has Been Secretly Eating My Wi-Fi Data
In 2016, the HBO comedian and political commentator John Oliver produced a terrific segment on how TV pundits routinely cite garbage science. After showing clips of newscasters and commentators making absurd claims such as, "A new study showing that drinking a glass of red wine is just as good as spending an hour at the gym," and The Today Show's Al Roker commenting, "You find the study that sounds best to you, and you go with it," Oliver commented, "No! No, no, no, no, no, no, no! You don't just get to cherry-pick the parts that justify what you were going to do anyway."
Then Oliver added a useful rule: "If they are going to keep saying 'a study says,' they should have to provide sourcing and context or not mention it at all." (Though the segment specifically targeted the misuse of "scientific" studies, all the same principles apply to the social sciences.)
What's so noteworthy about that 2016 segment is that in his other monologues, on issues ranging from SWAT teams to homelessness, Oliver has routinely ignored the principles he laid out. In his overly simplistic takes on complex policy issues (often designed to dunk on his ideological opponents for comedic effect), he often fails to provide appropriate context and appears to be guilty of choosing research "that sounds best," as Roker put it, or at least that supports whatever point he's determined to make.
Oliver is one of America's most influential pundits, so he should be held to the highest of journalistic standards. And Last Week Tonight is indeed more diligent than many TV news programs. The show employs researchers who interview the authors of the studies it cites. Oliver is a comic, not an academic, so we can excuse him for not posting footnotes, and he routinely cites his sources on screen. When we emailed the show's producers to point out problems with their research, to their credit, they sent back a detailed response that we'll quote from in this article. (In a few cases, they pointed to Reason articles using some of the same studies, albeit with full citations and more context. In cases in which their criticisms were correct, we've annotated the original articles.)
Many of the show's researchers are former reporters and editors who abide by journalistic standards. Nevertheless, the show has a long track record of citing social science findings without the appropriate context, massaging them to support whatever point Oliver is trying to make.
In his excellent 2016 segment on scientific studies, Oliver noted: "There is a lot of bullshit currently masquerading as science. Not all scientific studies are equal. Some may appear in less-than-legitimate scientific journals, and others may be subtly biased because of scientists feeling pressured to come up with eye-catching positive results."
Cut to a 2022 segment titled "Rent," and we find Oliver citing a study that his wiser self would have characterized as "bullshit."
"Right now, there is not a single county in the U.S. where a worker earning minimum wage can afford a modest two-bedroom rental home," he said. He was citing a study designed to produce an "eye-catching" result. It was published not by a reputable journal, but by the National Low Income Housing Coalition, an advocacy group that lobbies for government spending on housing and rent subsidies, including expanding the National Housing Trust Fund and increasing federal appropriations to the Department of Housing and Urban Development.
The biases are not particularly subtle. Why would a minimum-wage worker need a two-bedroom home? In the study, "can afford" doesn't mean "have enough money to buy the cheapest available," as most English speakers would interpret it. The authors use it to mean renting a two-bedroom home at the 40th percentile price point of the local market (that is, a little cheaper than the median unit), using no more than 30 percent of their income, excluding government benefits, pensions, or other nonearned support.
Oliver also didn't mention who these minimum-wage workers are. In 2025, according to the Current Population Survey, a third of hourly workers paid the federal minimum or less lived in a parent's or grandparent's home, a fifth were married and living with a spouse, and only one in eight lived alone.
When we asked the show's producers why they failed to disclose that their source was an advocacy group seeking government funds, they pointed to the onscreen credit and responded: "We trust our viewers' intelligence enough to think they might be able to read it and conclude that the National Low Income Housing Coalition is interested in building low-income housing, nationwide, possibly even as part of a coalition."
I don't share their confidence that most viewers can read the onscreen source line and tell from the organization's name whether it's an advocacy group. There's a double standard here: When Oliver doesn't like what a study says, he's not content to just trust his viewers; he makes it explicit, as he did with the "ethanol lobbying groups" mentioned above.
Oliver's producers wrote us: "When we rely on studies from advocacy groups, we look at the underlying data and speak to researchers to better understand it; we discard many studies as a result."
This one belonged in the trash.
In a 2025 segment, Oliver cited an eye-catching statistic about how sports betting was driving a spike in bankruptcies. "Unsurprisingly, the rise of online sports betting has been found to correlate with a rise in gambling harms, with one study showing that in states that allowed it, there was a 28 percent increase in bankruptcies, translating to about 100,000 extra bankruptcies a year."
I'll give Oliver credit for saying "correlate with" rather than "cause," but the rest of that sentence ("in states that allowed it, there was a 28 percent increase") implies direct causality.
The bigger problem is that the "100,000" figure is clearly wrong. When I contacted the study's authors, they told me they don't know where that figure came from, and it doesn't appear anywhere in the study. Last Week Tonight's producers told us they pulled it from a Business Insider article, but in the video, Oliver said it came from the study.
If Oliver's researchers had done the same calculation as the authors, multiplying the per-person effect by the at-risk population, they'd have found about 30,000 extra bankruptcies a year, not 100,000, and a 6 percent to 7.5 percent increase, not 28 percent.
Oliver also left out important context: He was citing an unpublished working paper. The peer-reviewed version appeared after the Last Week Tonight segment aired, and it included substantive changes. Working papers from credible researchers, like this one, are valuable, but Oliver should have made it clear he was citing a preliminary draft circulated to other researchers for comment, not a published study.
In 2021, Oliver did a segment making a case for a policy called "Housing First," which includes placing more homeless people in permanent supportive housing. The problem is that building and maintaining these units is expensive, so permanent supportive housing doesn't scale easily. Oliver set out to dismiss that objection by citing research showing the alternative is even more costly.
"One study in Florida," Oliver said, "found that, just between money spent on incarceration and emergency medical treatment, their communities and local governments had spent an average of just over $31,000 per person per year, when the estimated cost of providing them with permanent supportive housing would have only been around $10,000 per year."
The Florida study's finding was an outlier. The Central Florida Commission on Homelessness commissioned it, and Housing First advocates promoted it because it produced the headline they wanted. I give Oliver credit for noting that the study "tracked a decade's worth of spending on just 107 chronically homeless people," but he left out additional context.
In 2018, a committee convened by the National Academies of Sciences, Engineering, and Medicine evaluated permanent supportive housing. It concluded that there is "no substantial evidence that [it] contributes to improved health outcomes" and "insufficient evidence" that it's cost-effective.
Studies exist on both sides of this issue, and we can debate whether permanent supportive housing is more cost-effective than the alternative, but Oliver cited one study and implied it was conclusive.
Oliver also neglected to mention that the paper was written by a consulting firm led by a supportive-housing advocate, though if you looked closely, you could see the organization's name on the screen as he delivered his monologue.
Oliver and I agree that the federal government shouldn't be subsidizing ethanol. But in a 2024 segment titled "Corn," Oliver pointed to a study claiming that ethanol is more harmful to the environment than gasoline and implied that only self-interested lobbyists say otherwise.
"While ethanol lobbying groups have long argued that it slashes greenhouse emissions," he said, "one recent study found that corn ethanol produced under the renewable fuel standard has a carbon footprint at least 24 percent higher than regular gasoline."
What Oliver doesn't mention is that the 2022 study he cited was highly contested. It was challenged not only by "ethanol lobbying groups" but also by the U.S. Department of Agriculture under the Biden administration. The study's claim that ethanol has a higher carbon footprint than gasoline also contradicts a 2010 Environmental Protection Agency projection that ethanol would be about 20 percent cleaner than gasoline. Argonne National Laboratory, running the government's standard model, credits ethanol with cutting greenhouse emissions by more than 500 million tons in 15 years.
The problem isn't that Oliver is wrong; it's how he presented this study. Whether ethanol mandates are good or bad for the environment is a complicated, contested issue, with strong studies on both sides (and plenty of weak ones). Plucking one from the pile and reporting its findings is misleading.
Ethanol subsidies are bad because they involve politicians using mandates to buy farmers' votes, and top-down mandates generally lead to less optimal decision-making. But it's not clear that ethanol increases carbon emissions.
In a 2014 segment on police militarization after the fatal shooting of Michael Brown in Ferguson, Missouri, Oliver said, "There has been a massive rise in both the number and the use of police department SWAT teams," and showed a news clip that stated: "The number of SWAT raids has gone up by 1,400 percent since the 1980s. An estimated 50,000 now take place every year." Instead of mocking the clip, as he often does, Oliver cited it approvingly.
So where did the claim of a 1,400 percent increase come from? It's based on a voluntary mail-in survey, which isn't a reliable way to gather data. No official count of SWAT raids exists, and almost nobody tracks them, then or now, so the figure rests on departments' self-reporting of how often they "deployed," with no shared definition of what that means.
The 1980s figures that form the baseline for the 1,400 percent increase in SWAT raids come from a mid-1990s survey, making them especially unreliable. No one was counting SWAT raids at the time, and there's no way to verify them.
Oliver followed that clip by citing another study: "Just keep that clip in mind," he said, "when I tell you that 79 percent of SWAT deployments are now for executing search warrants, and most of those were for drug investigations."
Again, there's missing context. That 79 percent figure comes from a small, nonrandom sample generated by an American Civil Liberties Union records request; the organization could get data from just 20 of America's roughly 18,000 police agencies.
When we pointed out to Oliver's producers that the data on SWAT teams were stripped of their context, they replied that since this segment aired, "We've become more diligent about critically interrogating the sourcing on studies in our shows." They also argued that more "recent studies," if anything, suggest that the studies they cited "understated the true scope of things." And they pointed to instances of Reason citing the same data.
I agree with Oliver's position on SWAT raids, but he really should be agitating for better data. We're permitting state violence without anyone keeping the detailed records that could help us understand the costs and benefits. But that doesn't excuse citing two studies based on weak data and presenting them as fact.
In a 2025 segment on tipping, Oliver said, "Recent analyses have found that poverty rates for tipped workers are over twice as high as for nontipped workers."
Twice as high as for which nontipped workers? The analysis he's citing included all nontipped workers in the U.S., including CEOs and neurosurgeons. Oliver, who reportedly makes $30 million a year, also pulled up the nontipped average. The right way to evaluate tipping is to match tipped and untipped workers by job: Waiters have about the same poverty rate as fast-food workers, and hotel maids about the same as other cleaners. If you control for job, age, and hours, the gap closes.
It's another study designed to generate a talking point, which isn't surprising since it was published by the Economic Policy Institute, a progressive, left-of-center think tank. The organization's name appeared onscreen as Oliver delivered his monologue, but, once again, viewers would need to hit pause to look it up and figure out what the Economic Policy Institute stands for.
Oliver's 2016 segment on "scientific studies" shows that he should know better. It's possible to construct arguments by citing good research responsibly, while providing the proper context and sourcing. It's possible to follow research where it leads, instead of retrofitting it to preconceived ideas. You just have to be willing to present data that capture reality in all its messiness, even if that means it won't generate an easy laugh line.
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The post John Oliver Warned Against Cherry-Picked Studies. Then He Cherry-Picked His Own. appeared first on Reason Magazine.



© John Tully for The New York Times



Libya's parliament has unanimously approved a controversial maritime agreement with Turkey, reversing years of opposition and reigniting a regional dispute over territorial waters, energy resources and political influence in the eastern Mediterranean.
The vote on Tuesday by Libya's eastern-based House of Representatives marked a significant shift in the country's divided political landscape, bringing rival authorities in Tripoli and Benghazi into agreement on a deal first signed in 2019.
But the decision has drawn strong objections from Egypt, Greece, Cyprus, the European Union and Israel, which have challenged the agreement's legitimacy and its implications for maritime sovereignty.
Turkey has rejected the criticism, insisting that the agreement is lawful and protects the rights of both countries.
The dispute goes beyond maritime boundaries, touching on competition for offshore gas, Turkey's growing influence in Libya and the shifting alliances of regional powers.
So what does the agreement involve, why has it caused such controversy, and what happens next?
The agreement was signed on 27 November 2019 by Turkish President Recep Tayyip Erdogan and Fayez al-Sarraj, then head of Libya's internationally recognised Government of National Accord (GNA).
It establishes maritime jurisdiction zones between Libya and Turkey across the eastern Mediterranean, giving both countries a basis to claim rights over areas believed to contain potentially valuable oil and gas resources.
The deal was signed during Libya's civil war, when Turkey was providing military support to the Tripoli-based government against an offensive by forces loyal to eastern commander Khalifa Haftar.
Turkey subsequently deployed drones and military advisers to help repel Haftar's assault on the capital.
At the time, Libya's eastern-based House of Representatives, which supported Haftar, rejected the agreement.
However, on Tuesday, the parliament unanimously voted to ratify the deal, reversing its previous position.
The decision was welcomed by Libya's Government of National Unity, Presidential Council and High Council of State, as well as Ankara.
The agreement has faced longstanding opposition from several eastern Mediterranean countries that argue it infringes on their maritime rights.
Greece maintains that Turkey and Libya do not have opposite or adjacent coastlines that would justify the maritime boundary established under the deal.
Athens argues that the agreement disregards the maritime rights of Greek islands, including Crete, Rhodes and Karpathos.
The Greek foreign ministry has warned that it will take appropriate measures to defend the country's sovereign rights and has raised the issue with the UN Security Council.
Egypt has also rejected the ratification, arguing that the agreement encroaches on its exclusive economic zone and continental shelf.
Cairo's foreign ministry said the deal "constitutes a clear infringement upon Egypt's sovereign rights within its exclusive economic zone and continental shelf", insisting that Libya's parliamentary approval has no legal consequences for Egypt.
The European Union has similarly reaffirmed its opposition.
European Commission President Ursula von der Leyen and European Council President António Costa said in a joint statement that the agreement infringes on the sovereign rights of third countries and is incompatible with the UN Convention on the Law of the Sea (UNCLOS).
The bloc reiterated its support for Greece and Cyprus, both EU member states.
Turkey, which is not a party to UNCLOS, rejects these objections.
Turkish Foreign Minister Hakan Fidan described the agreement as "entirely legitimate", while Omer Celik, spokesperson for the ruling Justice and Development Party (AKP), argued that it rested on strong legal foundations.
The dispute also has implications for the planned Great Sea Interconnector, a subsea electricity cable intended to connect Greece and Cyprus, and eventually Israel.
The project, estimated to cost approximately $2.1 billion, has already encountered delays linked to maritime disagreements between Greece and Turkey.
The eastern Mediterranean has become an increasingly important region for energy exploration, with competing maritime claims affecting access to potential offshore oil and gas reserves.
The Libya-Turkey agreement defines maritime economic zones and creates a framework for exploring natural resources, including hydrocarbons.
Neither country has announced proven reserves in the maritime areas covered by the deal.
However, a 2021 assessment by the US Geological Survey estimated that the wider eastern Mediterranean region contained an average of 286.2 trillion cubic feet of undiscovered, technically recoverable conventional natural gas resources.
Energy cooperation between Ankara and Tripoli has continued despite the political dispute.
In October 2022, Turkey and Libya's Government of National Unity signed a separate hydrocarbons cooperation agreement covering scientific, technical, legal and commercial collaboration.
In June 2025, Libya's National Oil Corporation and Turkish Petroleum signed a memorandum of understanding to conduct geological and geophysical studies in four offshore areas.
The arrangement included discussions over a two-dimensional seismic survey covering 10,000 kilometres.
For Libya, offshore exploration could attract investment and diversify energy revenues beyond its existing production of approximately 1.4 million barrels of oil per day and 72 million cubic metres of natural gas daily.
For Turkey, the deal could strengthen its position in the eastern Mediterranean energy sector and support efforts to reduce its dependence on imported energy.
However, the existence of a maritime agreement does not guarantee commercially viable discoveries or immediate production.
The parliamentary reversal reflects significant changes in Libya's internal politics and Turkey's relations with the country's eastern leadership.
When the agreement was first signed, Ankara was supporting the Tripoli government against Haftar's forces.
Since then, Turkey has worked to improve relations with the eastern authorities, including Haftar and his son Saddam, the deputy commander of the Libyan National Army.
In July, Ankara and the eastern military leadership reportedly reached agreements involving military facilities, surveillance systems and training programmes.
The parliamentary vote also followed a change in leadership.
On 6 October, Al-Salhin Abdelnabi al-Obeidi replaced Aguila Saleh as speaker of the House of Representatives after more than 12 years.
Saleh, who was considered close to Cairo, had long resisted ratifying the agreement.
His successor, who previously chaired the Libyan-Turkish parliamentary friendship committee, oversaw its approval as one of his first major decisions.
Youssef Essaied, an academic and researcher specialising in oil and energy economics, told The New Arab that the timing of the vote was linked to broader political developments, including US-backed efforts to unify Libya's rival authorities.
He pointed to the role of Massad Boulos, US President Donald Trump's adviser, in attempting to bring together the rival administrations in Tripoli and Benghazi.
The shift suggests that Ankara's influence now extends beyond its traditional allies in western Libya.
Not necessarily. The approval is significant because both Libya's rival centres of power now support the maritime agreement. However, the country's deeper political divisions remain unresolved.
Libya continues to have competing authorities, while disputes over control of the national budget, armed forces and electoral institutions remain central obstacles to political reunification.
The agreement therefore represents a notable area of cooperation between rival political camps rather than evidence of a comprehensive political settlement.
Despite parliamentary ratification, implementing the agreement could take years and face substantial legal, political and economic obstacles.
Essaied told The New Arab that the agreement was not an operational contract and that commercial energy production would require extensive geological surveys, exploration, financial assessments and negotiations.
He warned that Libya's political instability and unresolved maritime disputes could discourage international investment.
Companies may be reluctant to invest in offshore projects exposed to legal challenges from Greece or Egypt, particularly where competing sovereignty claims remain unresolved.
Essaied also highlighted concerns about corruption, weak oversight and the need for transparent management of Libya's energy resources.
Beyond the economic challenges, there is a risk that exploration activities in contested waters could provoke further tensions.
In August 2020, Turkey deployed the seismic survey vessel Oruç Reis to waters claimed by Greece, bringing the two NATO members close to military confrontation.
For now, the ratification represents a diplomatic gain for Ankara and a significant change in eastern Libya's position.


© Bizuayehu Tesfaye/Las Vegas Review-Journal/Tribune News Service, via Getty Images
