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Sat, 27 Jun 2026 21:30:00 +0000 US SNAP Payment-Error-Rate Hits High Of 10.62%
US SNAP Payment-Error-Rate Hits High Of 10.62%
US SNAP Payment-Error-Rate Hits High Of 10.62%
Authored by Naveen Athrappully via The Epoch Times,
The national payment error rate for the Supplemental Nutrition Assistance Program (SNAP) hit 10.62 percent for Fiscal Year (FY) 2025, far exceeding the 6 percent threshold set by Congress.
“While this is a modest decrease from FY 2024, the FY 2025 rate still shows significant waste at the state level,“ the U.S. Department of Agriculture (USDA) said in a June 24 statement.
”Including both overpayments and underpayments, this year’s rate represents a collective $10.1 billion in improper payments nationwide.”
The payment error rate measures how accurately states calculate SNAP eligibility and the amounts that beneficiaries receive.
The One Big Beautiful Bill Act, signed into law by President Donald Trump last year, established a State Quality Control Incentive provision under which states must pay a percentage of SNAP program bills if their payment error rate exceeds a certain limit.
A state with an error rate of 6 percent to 8 percent will be required to fund 5 percent of the benefits. This scales up as error rates get higher. States with error rates of 10 percent or more must fund 15 percent of benefits.
“[This has instituted] real financial consequences for states that mismanage taxpayer dollars,” the USDA stated, noting that these rules could come into effect as soon as Oct. 1, 2027.
States with error rates exceeding 6 percent are also required to submit a Corrective Action Plan to the USDA’s Food and Nutrition Service, explaining how they intend to address the root causes of the high error rates. Some states may end up getting financially penalized.
“These payment error rates are further proof that state accountability is severely lacking in SNAP,” Agriculture Secretary Brooke Rollins said.
“USDA has taken historic action to help interested states curb SNAP waste, and I hope other states, regardless of political leadership, prioritize needy families and the American taxpayer over politics.”
Tackling Error Rates
A June report from the American Public Human Services Association detailed the results of a survey conducted among all 50 state SNAP agencies between May 19 and June 5, which was aimed at understanding how the agencies planned to improve their payment accuracy.
Out of the 39 states that responded to questions on state capacity and operational readiness, 92 percent said they had already completed a root cause analysis of the error rates or that such an effort was underway.
“States reported that payment errors stem from both participant and administrative factors, with responses suggesting errors are roughly evenly distributed between the two,” the report reads.
Many states have increased or are considering boosting their workforce, expanding training, adopting new technologies, and strengthening quality assurance functions to identify and avoid errors.
Commenting on the FY 2025 SNAP payment error rates, Senate Committee on Agriculture, Nutrition, and Forestry Chairman Sen. John Boozman (R-Ark.) said efforts must be taken to ensure that the program is administered in a fair, accurate, and responsible manner, according to a June 24 statement from the committee.
“It is clear that improvements were needed to ensure SNAP is administered as intended to support those truly in need while protecting taxpayer dollars,” Boozman said.
“I applaud the states that are implementing innovative solutions to decrease error rates and be good stewards of federal funds. The reforms included in the Working Families Tax Cuts were designed to promote accountability for significant mismanagement.”
Working Families Tax Cuts refer to the One Big Beautiful Bill Act.
SNAP Changes
States and federal officials are making SNAP food purchase rules more stringent to direct beneficiaries toward healthier choices.
Beginning this fall, SNAP-authorized retailers are required to stock more nutritious items across four food categories—produce, protein, dairy, and grains.
Almost a dozen states also plan to ban beneficiaries from buying energy drinks, candy, and soda using SNAP coupons over the coming months.
However, on June 22, a federal judge blocked the USDA from restricting SNAP beneficiaries in five states from buying sugary foods or drinks.
The states—Colorado, Iowa, West Virginia, Tennessee, and Nebraska—had previously received USDA approval to impose such restrictions. The judge ruled that the department lacked the authority to approve these food restriction waivers.
A USDA spokesperson defended the department’s actions.
“The idea that taxpayer funds should not be used to purchase junk food should not be controversial,” the spokesperson said.
“USDA will not be backing down from the fight to Make America Healthy Again, including for ?families and communities reliant on ?SNAP.”
Tyler Durden
Sat, 06/27/2026 - 17:30 Close
Sat, 27 Jun 2026 20:55:00 +0000 "Iran Is Not Really A Threat To The US"; Curt Mills On Pulling The Chips Off The Table Re:Hormuz
"Iran Is Not Really A Threat To The US"; Curt Mills On Pulling The Chips Off The Table Re:Hormuz
President Trump's Iran agreement remains under pressure after a Read more.....
"Iran Is Not Really A Threat To The US"; Curt Mills On Pulling The Chips Off The Table Re:Hormuz
President Trump's Iran agreement remains under pressure after a fresh round of retaliatory strikes by the U.S. in and around the Strait of Hormuz. Iran allegedly targeted a commercial cargo ship with attack drones, U.S. forces responded by striking Iranian missile, drone, and radar sites.
So the ceasefire is shaky but it seems …..
Against that backdrop, last night, American Conservative executive director Curt Mills and Will Chamberlain of the Article III Project joined prolific author Michael Malice to debate whether Trump struck the right deal, whether preserving stability in the Strait of Hormuz justifies the concessions to Tehran, and what the agreement means for the factional battle within the Republican party… also Israel :)
Below were the highlights for those short on time:
Voting Dems over Neocons in ‘28
The Iran war (and how a deal pans out) will have an effect on the future of the Republican Party, but the old guard retaking power could simply leave millions done with voting…
Mills said he supported Trump because he represented "a different type of conservatism," warning that if the GOP simply reverts to "Jeb Bushism, Scott Walkerism, Mitt Romneyism," then "I'm just not that interested in the project."
Chamberlain challenged Mills' past comments about voting for Ro Khanna over Marco Rubio, calling the idea "crazy" and accusing Mills of "enabling communists." Mills responded that if Republicans nominate "the absolute worst nominee for my interests," such as Rubio or Ted Cruz, while Democrats nominate "the only one that I feel like is responding and speaking plain English," then "yeah, I would consider it,” which Chamberlain deemed “insane."
Side Debate: Deport Mehdi Hasan?
Chamberlain argued strongly for denaturalizing and deporting foreign born “commies,” namely Mehdi Hasan, Ilhan Omar, and the like.
Recently naturalized citizens who are hostile to the United States, he said, should lose their citizenship, saying, "Communism is where everything has its limit."
Hasan may suck, Mills countered, but he’s not a communist."Do you think Mehdi Hasan is a Marxist-Leninist... who has deep opinions about Trotsky versus Stalin?” Mills added that deporting legal residents over heated political disputes is a dangerous path and against the “American Spirit”.
Chamberlain still held that Hasan is "extraordinarily hostile to America and its interests... I think that he should be deported. He's a British Islamist."
We highly recommend the full debate included below. Also feel free to watch on YouTube or listen on Spotify .
Tyler Durden
Sat, 06/27/2026 - 16:55 Close
Sat, 27 Jun 2026 20:20:00 +0000 Russiagate Prosecutor Calls Audible On 'Grand Conspiracy'
Russiagate Prosecutor Calls Audible On 'Grand Conspiracy'
Russiagate Prosecutor Calls Audible On 'Grand Conspiracy'
Authored by Paul Sperry via RealClearWire ,
Although Donald Trump's defenders describe the Russia hoax and other efforts to frame the president as a "grand conspiracy," RealClearInvestigations has learned that the man now leading the probe of that scandal is pursuing multiple conspiracy prosecutions that are smaller and more manageable, according to several sources with direct knowledge of the probe.
Since taking over the Justice Department's far-flung investigation in April, veteran prosecutor Joseph diGenova and his team quickly concluded that combining all of the alleged wrongdoing, which ranges from falsifying evidence and committing perjury to leaking classified information and obstructing justice, into one unified plot and trying them together as a single case would be unmanageable.
"You'd have 50 defendants in the courtroom ," said a well-placed source familiar with diGenova's thinking.
Before diGenova took over the investigation two months ago, its contours were ill-defined as it lurched ahead in fits and starts for more than a year. But according to the sources, diGenova is tackling the case with a new, disciplined focus and in so doing is giving it the direction it's lacked.
But this is a change in tactics, not the theory of the case. The sources say his operating assumption is that Trump's enemies in the 2016 Hillary Clinton campaign, the Obama and Biden administration, some Democrats in Congress, and their like-minded accomplices across several government agencies - including the CIA and the FBI - joined in one continuous conspiracy over almost a decade to deny Trump his civil rights , derail his political campaigns, and undermine his presidency.
Holistic Review
Where other investigators have looked at specific pieces of the effort Trump's defenders now call "Russiagate" after its original origins, diGenova is launching the first holistic look at the entire scandal. A well-placed source said it is looking at events from June 2015 when Trump first came down the golden escalator at Trump Tower to announce his candidacy through the 2022 FBI raid at Mar-a-Lago after he left office.
Insider sources provided RCI with an exclusive look into the specially assigned prosecutor's office and its recent legal maneuvers.
They said two separate grand juries in South Florida are now collecting and hearing evidence in what could become a series of conspiracy cases brought against people who served in the highest reaches of government , including former CIA Director John Brennan, former Director of National Intelligence James Clapper, and former FBI Director James Comey.
Since much of the government's alleged corrupt anti-Trump activity took place in 2016, prosecuting the cases as conspiracies is the only way to get around the five-year federal statute of limitations.
Acting Attorney General Todd Blanche tapped diGenova, a longtime denizen of Washington, D.C., who was a U.S. attorney during the Reagan administration, to helm the sprawling investigation into what Blanche views as a series of baseless and seditious prosecutions and impeachments of Trump. The acting attorney general has created a special position for diGenova with the title "counselor to the attorney general."
DiGenova has moved into an office in Fort Pierce, Fla., where one federal grand jury is actively hearing evidence in the case. Another grand jury has been convened in Miami, where Jason Reding Quinones, U.S. Attorney for the Southern District of Florida, is based. He is said to be working closely with diGenova.
DiGenova and his team are confident that the jury pool and judges in South Florida will give them a fair hearing, as opposed to Washington, D.C., where they are no longer utilizing a third grand jury.
"It's dead in D.C. Everything is in South Florida now ," a red jurisdiction more sympathetic to Trump, said a senior U.S. official briefed on the matter.
As a former federal prosecutor and independent counsel, diGenova is known for using grand juries, which are comprised of 16 to 23 citizens who hear a prosecutor's case, to aggressively collect evidence by issuing subpoenas for documents and witnesses.
The sources say a fresh round of grand jury subpoenas is expected to go out in early July.
New Documents & Whistleblowers
These well-placed sources also say that diGenova has cultivated several new witnesses, including whistleblowers from the intelligence community and the FBI , and that his team has also uncovered significant new evidence, including a massive FBI document spanning several hundred pages that reportedly exposes new malfeasance in the bureau's probe of Trump's alleged ties to Russia, codenamed Crossfire Hurricane, which was begun before the 2016 election.
They note that diGenova traveled to D.C. earlier this month to meet with both Blanche and FBI Director Kash Patel to discuss the newly discovered internal FBI document and map out new investigative leads as well as a new overall case strategy.
Led by former FBI chief Comey, Crossfire investigators targeted the 2016 Trump campaign for colluding with the Kremlin and illegally wiretapped at least one Trump adviser based on political opposition research from the Hillary Clinton campaign. After Trump won the election, the same now-debunked research, known as the Steele dossier, was used by Comey and then-CIA Director John Brennan in a U.S. intelligence report known as the "ICA" to recast his victory as the product of Kremlin espionage.
By laundering the dossier - the heart of the Russia collusion scheme - through the U.S. intelligence community, the outgoing Obama administration was able to give it a gloss of credibility. By design, this false information made its way into the media, which in turn prompted Congress to open inquiries and the DOJ to appoint Robert Mueller as special counsel to continue the investigation on a larger scale. DiGenova, sources say, is examining whether Mueller's team engaged in prosecutorial abuses against Trump officials and associates.
Comey and Brennan were subpoenaed earlier this year regarding their roles in the ICA and are key targets in the conspiracy investigation. Both have denied any wrongdoing, publicly and through their lawyers.
Now in command of the entire investigation, diGenova has his own budget and is rapidly "staffing up" office, including hiring a large team of deputy prosecutors, investigators, analysts, and researchers, said a DOJ official with eyes into his operation.
The Justice Department official told RCI that his Florida team will not move forward with indictments without confidence that they can prevail in a court of law.
"We're not going to bring indictments just to make ourselves feel good only to lose and give the bad guys a victory, " said the official, who spoke on the condition of anonymity to discuss a sensitive matter. "So it's a lot of work. But that's what we're doing."
Currently, no indictments are under seal, the official said.
Past Probes
The official said that diGenova's team now has "all the files" collected by Special Counsel John Durham, who conducted a multiyear criminal investigation of the FBI's Russia probe. These include long-sought notes from several hours of interviews with Brennan about his role in the ICA and Crossfire Hurricane.
One DOJ official told RCI that diGenova's investigation is necessary, in part, because Durham "took a dive." The official noted that Durham only secured a single conviction during his four-year probe - of former FBI attorney Kevin Clinesmith, who pleaded guilty to a felony false-statement offense in connection with his admittedly falsifying government records in pursuit of a wiretap on former Trump adviser Carter Page.
Although Durham sought up to six months in prison, arguing that Clinesmith, a liberal Democrat, acted out of "political or personal bias" against Trump, D.C. District Judge Jeb Boasberg spared him any jail time and let him work off his probationary sentence by helping edit a D.C. homeless-advocacy journal he followed. The D.C. Bar reinstated his law license soon after.
Trump's supporters say Durham's record shows he did not pursue his investigation vigorously, while Trump's critics say his largely dead-end case proves the Russia probe was justified and done by the book.
"DiGenova has been appointed to investigate a made-up deep-state plot," said Harvard attorney and legal analyst Anna Bower.
While the legal strategy may have changed, diGenova and his team are still following the same theory of the case and pursuing potential charges under the same conspiracy statutes, the sources say - namely Sections 371 and 242 of the U.S. criminal code.
Weaponizing Justice
They believe high-ranking officials in the Obama and Biden administrations, acting under color of law, unlawfully weaponized the U.S. justice system and intelligence community against Trump and his advisers in a seditious plot to derail his candidacy and presidency and subvert the will of the American electorate.
Adding to the case's complexity is the FBI's disparate treatment of Hillary Clinton , who was personally exonerated by Comey in the bureau's investigation of her emails, codenamed Midyear Exam. The move cleared legal hurdles for her just weeks before her nomination at the 2016 Democratic National Convention. At the same time, recently declassified FBI documents reveal that Comey's deputy, Andrew McCabe, scuttled the FBI's Clinton Foundation probe and other investigations tied to Clinton.
Soon after letting Clinton off the hook, according to the operating theory of the case, they opened the Crossfire Hurricane espionage case on Trump as an alleged "insurance policy" in the unlikely event that Clinton lost the election, suggesting an illegal plan to abuse law enforcement to frame the Republican candidate. Recently declassified documents reveal Comey was aware of the Clinton plan to set up Trump as a Russian conspirator. Nonetheless, the FBI went after Trump based on a narrative they knew to be politically motivated and most likely bogus, which proved to be the case.
The sources confirmed that diGenova and his team are looking closely at the FBI's apparent double standard of justice employed during the 2016 campaign. And they have already found "fertile ground" there for possible conspiracy charges.
Another central focus of diGenova's team, according to an insider briefed on the matter, is the Obama-ordered ICA and the seeming political manufacturing of U.S. intelligence to frame the incoming president as a Kremlin puppet in early 2017.
The intelligence assessment's post-election conclusion that Russia interfered in the election to help Trump, which happened to be the key allegation of the Clinton-funded dossier, contradicted the intelligence community's own pre-election finding that Russia had not favored Trump and instead sought to sow discord in the American electoral process.
Comey and Brennan pushed for inclusion of the dossier in the ICA over the objections of career analysts.
In addition to Comey and Brennan, a Florida grand jury has subpoenaed McCabe's top aide, Lisa Page, and Peter Strzok, the counterintelligence official who led the Crossfire probe and who also interacted with the CIA during the drafting of the ICA. Both have maintained their innocence.
Also in the crosshairs, the sources say, is James Clapper, who spearheaded the ICA as former President Obama's intelligence czar and who has received a subpoena. So, too, is Lisa Monaco, who served as a top Obama aide in the White House before former President Biden appointed her deputy AG, where she oversaw the raid of Mar-a-Lago. Neither responded to requests for comment.
Persons of Interest
Key witnesses and subjects in the Florida-based grand jury investigations, the sources say, include: FBI Supervisory Intelligence Analyst Brian Auten , who was instrumental in several Trump-related investigations and rubber-stamped the dossier's use in applications for Foreign Intelligence Surveillance Act warrants targeting Carter Page; Celeste Wallander , a top Obama White House aide and Russian analyst later appointed to the Pentagon by President Biden; former CIA analyst and Biden aide Eric Ciaramella , who secretly worked with then-House Intelligence Committee Chairman Adam Schiff (D-Calif.) on the first impeachment of Trump as the so-called "anonymous whistleblower;" former Intelligence Community Inspector General Michael Atkinson , who worked with Ciaramella and Schiff to facilitate the first impeachment; former Clapper aide Vinh Nguyen , who helped craft the sections of the ICA dealing with Russian cyber threats; and former National Security Agency Director Adm. Mike Rogers , who clashed with Brennan and Clapper during the manufacturing of the ICA.
As a cooperating witness, Rogers has already told investigators some alarming new information , according to the sources. In April, ODNI issued criminal referrals to DOJ for both Ciaramella and Atkinson over their role in the first Trump impeachment concerning Ukraine in 2019.
DiGenova, who is licensed to practice law in D.C. but not Florida, won't likely argue any cases in court and will assume a supervisory role as cases are litigated. A Republican, diGenova got his start in Washington in the 1970s as a lawyer working on the Church Committee, a select Senate committee tasked with investigating CIA and FBI abuses. In the 1980s, he served as U.S. Attorney for the District of Columbia, where he supervised numerous public corruption and national security cases and earned a reputation as a results-oriented prosecutor.
In 1992, diGenova was appointed independent counsel to investigate the Bush administration's possibly illegal search of Bill Clinton's passport . After two years on the case, he brought no criminal charges. In 1996, he and his wife founded the diGenova & Toensing law firm in Washington.
At 81, the gravel-voiced, mustachioed diGenova still appears spry. Colleagues told RCI they are cautiously optimistic that he will get results.
"He is totally sharp and hard-charging ," said DOJ Pardon Attorney Ed Martin, who until recently also ran the anti-weaponization task force at DOJ.
However, the clock is ticking. DiGenova will have to secure convictions or guilty pleas before January 2029, when a Democratic administration could take over the DOJ and quash any indictments and prosecutions.
The DOJ official close to diGenova's office said the appointment of a special prosecutor to ride herd on the wide-ranging investigation should have been done a year ago, but then-Attorney General Pam Bondi was reluctant to take such risks.
"She was frightened by the entire thing," he said. "She was way out of her depth."
RCI has reached out to Bondi for comment. The U.S. Attorney's Office in Miami did not respond to requests for a statement.
Tyler Durden
Sat, 06/27/2026 - 16:20 Close
Sat, 27 Jun 2026 19:10:00 +0000 Apple Wants To Buy Memory From China As Soaring Chip Prices Spark Inflation Shock
Apple Wants To Buy Memory From China As Soaring Chip Prices Spark Inflation Shock
Last Thursday, in the aftermath of Apple's biggest one day plunge since Liberation Day, and second biggest single-day drop ever...
Read more.....
Apple Wants To Buy Memory From China As Soaring Chip Prices Spark Inflation Shock
Last Thursday, in the aftermath of Apple's biggest one day plunge since Liberation Day, and second biggest single-day drop ever...
.... when the company lost over a quarter trillion dollars in market cap after the company's unprecedented price increase announcement which for some products was as much as 50% as Apple decided to pass on soaring component costs to consumers, following similar moves from other consumer electronics companies....
... and which Apple blamed on "unsustainable" prices by the memory cartel - namely SK Hynix, Samsung, Micron and Sandisk - who have been flooded with unprecedented demand from hyperscalers (freshly funded with hundreds of billions in newly-issued investment grade debt) we predicted that "China's memory makers are waiting by the phone " for a disgruntled Tim Cook to call, demanding bulk, cheaper RAM.
To be sure, Apple wasn't alone: just hours later Microsoft also announced it was raising Xbox prices, in effect launching an avalanche of memory-driven price increases across the industry, now that it has been normalized to pass on soaring memory prices to consumers.
This, in turn, takes place following a series of reports - initially on this website almost a month ago which showed that the recent surge in core inflation is largely due to runaway chip/memory prices as Apple has since confirmed...
... followed last week by the WSJ also joining the chorus by reporting that "the Data-Center Boom is sparking a third wave of inflation. "
Fast forward to this morning when with AI stocks tumbling as "check/capex payers", including AAPL, get crushed, while "check/capex receivers" soar...
... the abovementioned Chinese memory makers did not have long to wait, and overnight the FT reported that Apple is lobbying the Trump administration for clearance to buy memory chips from CXMT, a Chinese company that the Pentagon as put on a blacklist because of alleged connections to the People’s Liberation Army.
As we expected , the iPhone maker has been waging a lobbying campaign to get the White House’s blessing in order to ease the financial pressure of the rise in memory chip prices. A person told the FT that Apple approached the commerce department more than a month ago, but the tech company has been targeting other officials across the administration and allies in Washington.
Apple is not barred from buying chips from China's DDR giant CXMT, or YMTC, another Chinese memory chipmaker which focuses on NAND memory and has been growing its market share aggressively, having caught up to Sandisk, and set to become the world's 3rd largest maker of flash memory as soon as this quarter
But the Pentagon has put both companies on its Chinese Military Company blacklist. The so-called 1260H list contains dozens of Chinese groups with alleged ties to the PLA that undermine US national security.
Securing CXMT as a memory supplier would help remedy a situation in which the tech giant is being squeezed by its own suppliers, a position in which Apple has never been before .
The lobbying campaign comes after President Donald Trump met his Chinese counterpart Xi Jinping in Beijing last month. Ahead of the summit, and in the months ahead of their previous meeting in South Korea in October, the US has held back from introducing new technology-related export controls that would affect Chinese companies.
As the FT notes, the Pentagon’s 1260H list creates reputational risk for companies, but in most cases it has no legal ramifications. We said as much just hours earlier when we said that those "worried about Chinese memory roadblocks by the US govt to ease memory inflation forget Trump undid 40 years of Iranian sanctions to lower the price of oil ." And now that oil price inflation is contained, Trump has memory-driven cost-push inflation to fix ahead of the midterms, and whether he wants to or not, the only option his Admin has - besides imposing a price ceiling on memory (which may still come) - is to agree with Apple's request.
Last year, when memory prices were far lower and domestic producers did not have their customers by the throat with record chip prices and chip inflation was not yet the biggest driver of core prices, the commerce department added CXMT to a package of Chinese groups it intended to place on a trade blacklist called the “Entity List”. But the White House told it to hold off on new export controls because the administration was in the middle of tough negotiations with China to try to reach a truce in the trade war.
In any case, the FT notes that it remains unclear if Apple would get any guarantee from the administration, especially a promise that the US would not later put CXMT on the Entity List. Trump last year agreed to let Nvidia sell advanced H200 chips to China, a move many of his officials opposed.
In February, the Pentagon updated the 1260H list before withdrawing it within an hour. Several people said it was removed because the White House was angry that someone at the Pentagon had taken CXMT and YMTC off the list. When the Pentagon re-released it this month, both of the Chinese memory chip manufacturers had been reinstated.
“Apple choosing to partner with a Chinese military company would be a grave mistake,” John Moolenaar, the Republican chair of the House China committee, told the FT. However, he expect that the Republican will rapidly change his tune once there is public outcry in a the next few weeks against soaring electronic component prices, which will ultimately be blamed on runaway memory costs.
“Helping the [Chinese Communist Party] succeed in its plans to dominate critical supply chains will make our country’s tech industry and economy more dependent on China at a time when we must build secure tech supply chains with our allies,” Moolenaar said, seemingly unaware that by not using Chinese components, he is allowing South Korea's memory cartel dictate not only US inflation but also the country's monetary policy, now that even Fed officials are pointing to AI/memory prices as key inflation drivers.
*KASHKARI: INFLATION DRIVEN BY SUPPLY ISSUES, INCLUDING AI-BUILD
Readers may recall that back in 2022 - when the world's faced another major surge in chip and component prices due to the logistical nightmare following covid - Apple faced a backlash when it considered buying memory chips from YMTC for iPhones to be sold in China. Marco Rubio, who was then the top Republican on the Senate intelligence committee, told the FT that “Apple was playing with fire”. Back then Rubio added that Apple would be “subject to scrutiny like it has never seen from the federal government” if it proceeded to procure YMTC chips. However, back in 2022, memory hadn't emerged as the biggest source of rising core inflation. It has now, and should Rubio refuse to pivot on his position, he would promptly become the target of public ire over surging consumer goods prices.
Yet even with Tim Cook, and soon all other US consumer electronics products makers pushing hard for alternative memory sources, the memory lobby won't give up easily on the (temporary) oligopolistic position the commodity makers have achieved. “It makes no sense for the administration to decouple America’s reliance on critical minerals from China, only to approve new dependencies in a field as critical as AI,” said Michael Sobolik, a security expert at the Hudson Institute.
One former official warned the US risked losing another industry by letting Apple buy memory from a group that receives Chinese subsidies. “Trump can show the courage to keep American memory alive for our security and our competitiveness or pour it down the drain so [Apple chief executive] Tim Cook can squeeze out a few more points of margin.”
It wouldn't surprise us if the "unnamed former official" is on South Korea's payroll because while China is still a modest actor in the memory space, the actual giants are all located in South Korea: Apple relies on US chipmaker Micron in addition to South Korea’s Samsung and SK Hynix for the DRAM memory used in its devices.
Meanwhile, in advance of a historic flood of orders that could send its market cap soaring, we reported that China's DRAM giant CXMT has received regulatory approval to list in Shanghai for the largest mainland IPO since 2022 as the Chinese national champion positions itself to challenge the DRam incumbents. The IPO of its domestic NAND peer, YMCT, is set to follow just weeks later
Oh, and for those confused what happens when a commodity price surges, the post-covid case study should serve well: in 2023, DRAM prices because of a supply glut. This was a boon for buyers such as Apple, which was able to secure massive amounts of cheap inventory.
But the AI boom of the past three years has seen a reversal in fortunes for the memory suppliers. As hyperscalers spent hundreds of billions of dollars for AI infrastructure, demand for advanced DRam — known as HBM — has led to a protracted shortage of traditional memory for consumer electronics.
However, now that the market has shown it will no longer reward ridiculous amounts of hyperscaler capex spending - a U-turn from the market's reaction function for much of the past year - especially now that most of the big chip spenders no longer generatepositive cash flow and forced to issue billions in new debt for every incremental order of memory...
... in the end it won't be Trump that decides the fate of memory prices: it will be hyperscalers' own shareholders who will eagerly punish their management teams for incremental capex spending, forcing these companies to come up with new and creative ways to use and optimize existing Ram (likely in the form of many more Software-driven TurboQuant moments ) to come up with more efficient and faster models.
In any case, after soaring into the stratosphere for the past year courtesy of all Hyperscaler free cash flow and hundreds of billions in on and off balance sheet debt , the party is finally ending and the memory bubble is about to burst.
Tyler Durden
Sat, 06/27/2026 - 15:10 Close
Sat, 27 Jun 2026 18:35:00 +0000 Ukraine Closes Week Of Record Drone Attacks On Russia By Hitting Important Weapons Plant
Ukraine Closes Week Of Record Drone Attacks On Russia By Hitting Important Weapons Plant
Ukraine announced Saturday that it used its Flamingo cruise missiles overnight to strike Russia's Titan-Barrikady weapons plant Read more.....
Ukraine Closes Week Of Record Drone Attacks On Russia By Hitting Important Weapons Plant
Ukraine announced Saturday that it used its Flamingo cruise missiles overnight to strike Russia's Titan-Barrikady weapons plant , which reportedly manufactures parts for its powerful Oreshnik missile.
The military plant is in Volgograd, formerly Stalingrad, which is a major industrial city in southwest Russia. Writing on X, President Zelensky described it as a "major industrial complex" where Russia "produces artillery systems and specialized military equipment, including components for missile launch systems."
Getty Images
"Every Russian defense facility involved in the war against Ukraine is a legitimate target for our long-range strikes," he wrote.
The Associated Press reports , "Volgograd Gov. Andrei Bocharov confirmed an attack on a business in the region’s Krasnooktyabrsky district, saying 10 people had been wounded and taken to a hospital. He said production facilities at the site were damaged but did not identify the company."
Additionally, "Ukraine's state security service said Saturday morning that Ukrainian forces also struck an oil pumping facility in Russia’s Vladimir region that supplies fuel to Moscow, for the second time this month."
But on the other side of the border, Ukrainian media reports that Russia was also busy with now nightly airstrikes :
Russian forces targeted production facilities belonging to the Naftogaz Group, Ukraine's largest national oil and gas company, in the Poltava and Kharkiv regions .
The barrage of attacks included 129 drones, of which 113 were destroyed or jammed by Ukrainian forces, Ukrainian media reported.
The Russian overnight attacks on Ukraine killed two people and injuring more than 20 , according to state officials.
At a moment much of the globe's attention remains fixated on Iran and the fate of energy shipping through the largely blocked Strait of Hormuz, the Ukraine war is rapidly escalating.
Ukrainian leadership has issued some astounding stats on the escalation on its side of the border:
Russia attacked Ukraine with 1,400 drones and 1,500 guided bombs
President Volodymyr Zelensky stated on Saturday, June 27, that Russian forces deployed approximately 1,400 attack drones, 1,500 guided aerial bombs, and 19 missiles of various types, including ballistic missiles, against Ukraine over the past week.
In a statement published on Telegram, Zelensky noted that 15 Ukrainian regions were subjected to Russian attacks during the seven-day period. He highlighted that the cities of Kherson, Zaporizhzhia, Kharkiv, and Sumy faced near-daily bombardment.
But it also over the past week has sent projectiles into Russia in the thousands . Ukraine's asymmetric warfare strategy against Russia's much-larger and better armed military machine has put Kiev in significantly better position - in terms of potential negotiating leverage - than the status of a year or so ago.
Russian forces still have the upper-hand on the front line in the east, but the pain clearly being inflicted on Russia's economy can't be ignored at this point. There are reports of fuel shortages across dozens of regions and especially in Crimea over the past several days.
President Trump has lately suggested that Ukraine is doing well in the war, or at least much better than it once was. Kiev now feels the pressure to keep this narrative going, also so it can attract more and more weapons and intelligence help. But at some point Russia will feel it necessary to strongly reassert its red lines. This could come in the form of another massive escalation, and against 'decision-making centers'.
Tyler Durden
Sat, 06/27/2026 - 14:35 Close
Sat, 27 Jun 2026 18:00:00 +0000 Supreme Court's Alito Offers Unusual Response To Sotomayor's Dissent In Immigration Case
Supreme Court's Alito Offers Unusual Response To Sotomayor's Dissent In Immigration Case
Supreme Court's Alito Offers Unusual Response To Sotomayor's Dissent In Immigration Case
Authored by Matthew Vadum via The Epoch Times ,
At a recent Supreme Court sitting, Justice Samuel Alito took the unusual step of responding from the bench to Justice Sonia Sotomayor's spoken dissent from an immigration-related opinion he wrote.
This combination photo shows Justice Sonia Sotomayor, Sept 16, 2024, in New York, left, and Justice Samuel Alito in Rome, Sept. 20, 2025. AP Photo
The June 25 incident took place in the final days of the current court's session, as the justices try to issue opinions in remaining cases before the court's summer recess, which typically begins before the Fourth of July.
Alito read aloud a summary of the majority opinion in Mullin v. Al Otro Lado . The 6-3 decision ruled that the government can turn away asylum-seekers at the border, clarifying a law that requires individuals to be inspected when they arrive in the United States.
Sotomayor followed, reading a summary of her dissenting opinion aloud.
Sotomayor said many asylum seekers face a challenging journey and recounted that after the United States and other countries turned back a ship full of Jewish refugees fleeing persecution in Nazi Germany in 1939, about 250 of those passengers died later in the Holocaust.
Sotomayor said the majority's opinion here would allow the Trump administration to prevent people from applying for asylum at the border, and that this would lead to more deaths . The decision "regrettably and tragically extinguishes the light of the torch of the Statue of Liberty," she said.
In her written dissent , Sotomayor stated, "more people will be forced to walk along the U.S.-Mexico border in dangerous conditions, trying to find a port that will inspect them."
Sotomayor's spoken dissent seemed to come as a surprise for Alito, who responded extemporaneously to it. He appeared frustrated, saying he would have said more during the court sitting and provided more details if he had known she planned to speak.
For the court's majority, Alito said, the case was about whether border officials can delay asylum seekers' entry into the United States "until they can be processed in a safe and orderly way."
The justice said that the policy at the center of the case had been used under both the Obama and Trump administrations. "I won't add anything more to that," he said.
A group of 13 asylum-seekers, led by immigrants' rights group Al Otro Lado, or To the Other Side, had filed suit in 2017 against the government's "metering" policy. That policy let border agents - usually at U.S. ports of entry - turn away asylum-seekers to avoid overcrowding of border facilities.
A federal law says that "any alien who is physically present in the United States or who arrives in the United States ... may apply for asylum," regardless of legal status.
In the majority opinion, Alito wrote: "This case presents a straightforward question: whether an alien who seeks to enter the United States from Mexico 'arrives in the United States' when he or she is still in Mexico.
"In the decision below, the United States Court of Appeals for the Ninth Circuit answered 'yes.' That is wrong."
Tensions in Public View
This was not the first time tensions between Supreme Court justices have been on public display.
In March, Justice Brett Kavanaugh and Justice Ketanji Brown Jackson publicly clashed over the court's various emergency orders that have allowed President Donald Trump to pursue his policy agenda.
Lower courts have stifled Trump's policies by issuing orders blocking some of them. The Supreme Court has often provided emergency relief by lifting those orders.
Jackson said the Supreme Court is "creating a kind of warped" legal process by intervening at an early stage of a case and basically predicting the outcome before the arguments are developed fully.
"The administration is making new policy ... and then insisting the new policy take effect immediately, before the challenge is decided ," Jackson said. "This uptick in the court's willingness to get involved in cases on the emergency docket is a real unfortunate problem."
Kavanaugh said the Supreme Court is only doing its job by addressing the emergency applications filed.
The Department of Justice's rush to the Supreme Court didn't begin during the Trump administration, the justice said. He said that as it becomes more difficult to enact legislation through Congress, administrations "push the envelope in regulations."
"Some are lawful, some are not, " he said.
Sotomayor also made a rare public apology in April to Kavanaugh for making what she called "hurtful comments."
She had previously said during a speech at a law school that a colleague "probably doesn't really know any person who works by the hour."
Culture of Collegiality
Supreme Court justices have publicly stated that members of the nation's highest court are friendly and civil in their dealings with each other and have eschewed partisanship.
Chief Justice John Roberts said in May 2023 that "there has never been a voice raised in anger in our conference room," referring to the chamber in which justices discuss and vote on pending cases.
"Our court consists of nine appointees by four presidents. We deal with some of the most controversial issues in the country, yet we maintain collegial relations with each other, " he said.
Sotomayor and Justice Amy Coney Barrett attempted to distance themselves from political parties and particular presidents in February of this year, with Sotomayor calling parties "the worst thing" to happen to the judiciary.
"They began to adopt our buzzwords as buzzwords - some of the discussions we were having like on originalism and plain text and things like that," Sotomayor said. "But instead of discussing those terms with respect to approaches that made sense and why - with all the nuances that those approaches contain - they just began to label people according to the buzzwords."
Barrett said, "We're not Obama judges and Trump judges, but we're also not Democratic judges or Republican judges."
"We don't sit on opposite sides of the aisle," she said. "We all wear the same color of black robe ... our loyalty lies all to the Constitution and to the court."
Barrett said even though the court is often described as "deeply divided," the vast majority of cases lead to unanimous or close-to-unanimous decisions.
Barrett likened the court to a "family" in which the justices offer small acts of kindness to promote a culture of collegiality.
She said it is a Supreme Court tradition for the second most junior justice to throw a party for the new justice who is entering. Kavanaugh, she said, threw a party for her, while she threw one for Jackson.
Sam Dorman, Stacy Robinson, and The Associated Press contributed to this report.
Tyler Durden
Sat, 06/27/2026 - 14:00 Close
Sat, 27 Jun 2026 16:50:00 +0000 Trump Shares New US Passport Design On Truth Social
Trump Shares New US Passport Design On Truth Social
Trump Shares New US Passport Design On Truth Social
Authored by Kimberly Hayek via The Epoch Times ,
President Donald Trump on Friday shared on social media a rendering of what he said was the new U.S. passport design, underscoring a message of welcome paired with a call for good behavior while visiting.
The new U.S. passport design shared by President Donald Trump on his Truth Social on June 26, 2026. @realDonaldTrump via Truth Social
"The U.S.A.'s New Passport, which says, 'Welcome, but be good! '" Trump wrote in a Truth Social post, which included a visual of the passport.
The post lands as the State Department progresses with plans for a limited number of passports to mark the nation's 250th anniversary of independence. The documents are scheduled to be released in July.
State Department spokesman Tommy Pigott said in a statement that the department would release "a limited number of specially designed U.S. passports to commemorate this historic occasion."
"These passports will feature customized artwork and enhanced imagery while maintaining the same security features that make the U.S. passport the most secure documents in the world ," Pigott said.
A mockup previously shared by the White House displays the interior page featuring an image of Trump and his signature in gold. The back cover shows the "Declaration of Independence" painting by John Trumbull.
"Patriot passport unlocked. Limited edition. Stamped for America 250 ," the White House said in its post announcing the concept.
Trump's Friday post presents a rendering in line with the commemorative design being prepared. The limited-edition passports will feature all existing security features of standard U.S. passports.
The effort forms part of wider commemorations for the nation's 250th anniversary. Last year, Interior Secretary Doug Burgum said the department would issue new commemorative park passes this year to mark the nation's 250th anniversary. The annual passes feature images of George Washington and Trump. Military passes show a photo of Trump saluting troops.
Earlier this year, the U.S. Commission of Fine Arts authorized a final design for a commemorative coin featuring Trump's image to mark the nation's anniversary.
"As we approach our 250th birthday, we are thrilled to prepare coins that represent the enduring spirit of our country and democracy, and there is no profile more emblematic for the front of such coins than that of our serving President, Donald J. Trump ," Treasurer Brandon Beach said in a statement on March 20.
The Treasury Department also revealed on March 26 that Trump's signature would appear alongside that of Treasury Secretary Scott Bessent on future U.S. paper currency in honor of the 250th anniversary.
"There is no more powerful way to recognize the historic achievements of our great country and President Donald J. Trump than U.S dollar bills bearing his name, and it is only appropriate that this historic currency be issued at the Semiquincentennial," Bessent said.
Current U.S. passports include a double-page depiction of Mount Rushmore in South Dakota showing George Washington, Thomas Jefferson, Theodore Roosevelt, and Abraham Lincoln.
Other images include the Statue of Liberty, the Liberty Bell, and Independence Hall in Philadelphia, as well as scenes of the Great Plains, mountains, and islands. Quotations from Martin Luther King Jr. and several past presidents also appear.
Trump's post comes days ahead of the July 4 anniversary date and celebrations across the country.
The State Department has not specified the exact number of limited-edition passports that will be produced or the precise distribution process beyond the July timeframe.
Tyler Durden
Sat, 06/27/2026 - 12:50 Close
Sat, 27 Jun 2026 15:40:00 +0000 Trump Admin Allows Release Of Anthropic's Mythos To Certain US Companies
Trump Admin Allows Release Of Anthropic's Mythos To Certain US Companies
Trump Admin Allows Release Of Anthropic's Mythos To Certain US Companies
Authored by Aldgra Fredly via The Epoch Times ,
American artificial intelligence company Anthropic said on June 26 that the government has authorized it to release Claude Mythos 5, its most advanced AI model, to certain U.S. organizations , reversing a previous order that suspended access over security concerns.
Anthropic logo is seen in an illustration photo. Dado Ruvic/Reuters
The Trump administration on June 12 issued an export control directive to suspend access to Mythos 5 and Fable 5 - which shares the same underlying model as Mythos 5 but was designed for general use.
Anthropic said at the time that the government believed it had identified a method of jailbreaking Fable 5. Jailbreaking is the process of exploiting vulnerabilities to circumvent a software's built-in safety guardrails.
In the latest development, Anthropic said the government had informed it that Mythos 5 could be redeployed to "a small group of cyber defenders and infrastructure providers."
"We are working to provision the approved set of providers and restore their access to Mythos 5 as quickly as possible ," an Anthropic spokesperson said in an emailed statement to The Epoch Times.
"We are pleased to see this progress and continue to work with the government to expand access to Mythos 5 and make Fable 5 available for general use again."
The U.S. Department of Commerce did not extend that approval to Fable 5.
The department informed Anthropic of the change in a letter dated June 26, which was obtained by The Epoch Times.
Commerce Secretary Howard Lutnick said in the letter that he has concluded that "appropriate safeguards are in place to permit certain trusted partners to access the Claude Mythos 5 model."
"Since the issuance of my June 12 letter, Anthropic has worked with the U.S. government to address risks associated with the covered models. These efforts have yielded significant progress ," he wrote.
Lutnick said that Anthropic has committed to working with the government to develop protocols and standards for the AI models. He did not specify how many companies would be granted access to Mythos 5 or the criteria for selecting them.
Meanwhile, OpenAI also announced on June 26 the preview release of its new model, GPT-5.6, which will be limited to a small group of users approved by the Trump administration.
The Pentagon designated Anthropic as a supply-chain risk in March after the company refused to change the user policy for its Claude model to grant the government unrestricted access , citing concerns that the technology could be used for mass surveillance or for fully autonomous weapons. The Pentagon said in February that it had no intention to use AI for such purposes and that it only asked Anthropic to allow it to use Claude models for "all lawful purposes."
The designation, imposed under a federal law designed to protect military systems from foreign sabotage, prevents the company from doing business with the federal government and its contractors.
Kimberly Hayek contributed to this report.
Tyler Durden
Sat, 06/27/2026 - 11:40 Close
Sat, 27 Jun 2026 15:05:00 +0000 Hezbollah Supporters Block Roads, Encircle Govt Buildings In Beirut Over Israel Deal: 'They Sold Us Out'
Hezbollah Supporters Block Roads, Encircle Govt Buildings In Beirut Over Israel Deal: 'They Sold Us Out'
Mass protests broke out in Beirut on Friday into Saturday, with supporters of Hezbollah voicing their outrage at the Le
Read more.....
Hezbollah Supporters Block Roads, Encircle Govt Buildings In Beirut Over Israel Deal: 'They Sold Us Out'
Mass protests broke out in Beirut on Friday into Saturday, with supporters of Hezbollah voicing their outrage at the Lebanese government having just signed a 'trilateral peace framework' with Israel and the United States , despite the IDF occupation of southern territory and sporadic Israeli bombings persisting.
Hundreds of motorcycle-riding supporters were also seen circling streets through central Beirut, near the parliament building and along airport road. In some cases protesters blocked roads near sensitive government buildings, and were seen burning tires. The national army has set up checkpoints, seeking to return order, but in some cases didn't immediately move to disperse the protests.
via AFP
"We certainly condemn and denounce this shameful agreement," a 30-year old protesters from Blida, a town in southern Lebanon that Israel has occupied for months, told the NY Times . According to more:
One criticism of the preliminary deal is that the timeline for Israel’s withdrawal is not fixed, instead being based on how quickly Hezbollah can be disarmed. "The enemy is being granted freedom of movement and the ability to make whatever decisions it wants in the south," Mr. Kassem said.
Washington has long been seeking to push Hezbollah's influence out of national politics, and to ultimately see the Iran-backed group disarmed and its power neutered.
The protester's have in turn exclaimed:
"They sold us out!"
VIDEO
The Trump administration and Israel have been hailing it as 'historic' - also as the US is seeking to ensure the conflict in Lebanon won't derail the broader peace deal with Iran, toward getting the Strait of Hormuz open again.
Hezbollah leader Naim Qassem has meanwhile in new denunciatory words on Saturday charged that Lebanon's government has given legitimacy to Israel's "occupation for many years to come" by signing the deal.
"This could even lead to the annexation of these lands to the Zionist entity," Qassem said. "We say to the Lebanese authorities: It is time for you to retract your sins that are destroying Lebanon."
The Hezbollah Secretary-General vowed to remain "ready to cooperate and stand together for the sovereignty of Lebanon, the liberation of its land, the expulsion of the Israeli occupier."
He also said that the US deal links Israel's withdrawal to Hezbollah's disarmament throughout Lebanon , which "is an extremely dangerous proposition that crosses all red lines and makes Lebanon a pawn in the hands of the Israeli enemy."
"The authorities are legitimizing the occupation for many years to come, and this could even lead to the annexation of these lands to the Zionist entity. Any agreement must be confined to the area south of the Litani River," he added, stressing the Shia paramilitary group's resistance to these developments will be steadfast.
Hezbollah had all along refused to be at the table for the Washington-hosted talks, and it accused Israel of a war of aggression on Lebanese territory, with an aim to expand Israel's borders.
Tyler Durden
Sat, 06/27/2026 - 11:05 Close
Sat, 27 Jun 2026 14:30:00 +0000 Friedman Was Right, Just Mostly Misquoted...
Friedman Was Right, Just Mostly Misquoted...
Friedman Was Right, Just Mostly Misquoted...
Authored by Lance Roberts via RealInvestmentAdvice.com,
Milton Friedman’s famous one-liner that anchors half the inflation debates on financial television leaves out the part where the actual economics live. Once you put it back in, the doomist case gets a lot smaller.
Per Bylund recently wrote a sharp piece for The Daily Economy arguing that CPI and GDP have become Goodhart’s Law in action. When a measure becomes a target, it ceases to be a useful measure. He has a point, and we’ll come back to it. But the bigger problem with the inflation conversation isn’t really about CPI. It’s about the way the famous Milton Friedman inflation quote gets weaponized by people who almost certainly haven’t read past the comma.
The line you always hear is, “Inflation is always and everywhere a monetary phenomenon.” Full stop. Print money, get inflation, or corporations cause inflation . Then, the doomers grab a chart of M2 and a warning about hyperinflation.
That’s not what Friedman actually said.
What Friedman Actually Said
The complete sentence is,
“Inflation is always and everywhere a monetary phenomenon in the sense that it is and can be produced only by a more rapid increase in the quantity of money than in output.”
That trailing clause changes everything.
The monetary doomists drop it because it complicates the bumper sticker. But “than in output” is where the real economics is.
Friedman was reasoning from the equation of exchange, MV = PQ. Money times velocity equals prices times real output. It’s an identity, not a theory. Where it gets interesting is when you ask which variable does the work. Friedman’s claim was that, over the long run, sustained changes in the general price level can come only from money growing faster than the economy’s productive capacity. Supply was already inside his framework. A collapse in output with steady money produces the same price effect as money growth with steady output.
So the “supply and demand drives inflation” intuition isn’t competing with Friedman. It’s living inside his model. The question is whether the imbalance persists, which depends on whether monetary policy accommodates it.
The Distinction Everyone Misses
Friedman drew a hard line between relative price changes and sustained inflation . That distinction is what gets lost in the modern debate.
When oil prices spike due to a war, consumers spend more on energy and necessarily less on everything else. Relative prices shift. Energy goes up, discretionary goods come under pressure. The general price level doesn’t have to rise unless monetary policy expands the money available to spend on everything. Without that accommodation, you get a one-time level shift in the price index, and then prices stabilize. That’s not inflation in Friedman’s sense. That’s a relative price adjustment.
This is why Friedman could call inflation “a monetary phenomenon” without being naive about supply shocks. He simply argued that supply shocks alone don’t produce sustained inflation. They produce volatility around a level. The trend in the level comes from the money side.
Here’s the problem with how this gets used today. Both the inflation alarmists and the cable news pundits flatten the distinction. The doomists see any money growth and forecast persistent inflation, ignoring that velocity might collapse and absorb the expansion. The pundits see any price spike and call it inflation, ignoring that without monetary accommodation, it’s likely to fade.
The 1970s are the clearest historical illustration of why both supply and money must be present for sustained inflation. Most people remember the decade as an “oil shock” story, but that’s only half right. CPI was already running hot before the 1973 Arab oil embargo and again before the 1979 Iranian revolution.
Money supply growth had been excessive for years, and interest rates had been held too low. The oil shocks didn’t create inflation out of nothing. They pushed an already-loosened cork out of an already-pressurized bottle. Lacy Hunt has been making essentially this argument about the current setup, and he’s right to flag the parallel. A supply shock landing on top of loose money is the configuration that produces a sustained inflation problem. A supply shock landing on a disciplined monetary base produces a level shift that fades.
Money Has to Grow for the Economy to Grow
Here’s where the doomist case really starts to fall apart. The accusation is that “money printing causes inflation.” But in a modern fiat system, every dollar of money in circulation is debt. Either it’s a commercial bank loan that created a deposit on the other side of the ledger, or it’s government borrowing financed through the banking system. There is no third option.
The Bank of England’s 2014 paper, Money Creation in the Modern Economy , laid this out explicitly. Banks don’t lend out reserves. They create deposits when they make loans, and the reserves are created in parallel. So the entire monetary base is, in a real sense, debt that has to be serviced with growing nominal income.
That has a structural implication that most armchair monetarists miss. If money doesn’t grow, the economy can’t grow either. Real debts (fixed in nominal terms) become heavier as nominal income stagnates. Defaults cascade. Credit contracts. You get 1933, which is exactly what Irving Fisher described in his debt-deflation theory. The system is built to require expansion.
So when someone screams about M2 going up, the relevant question isn’t whether M2 went up. M2 has to go up. The relevant question is whether it went up faster than the economy’s productive capacity could absorb it. That’s the real Friedman test, and it’s a much higher bar than the doomists set.
“In a debt-based system, the question isn’t whether money grew. Money has to grow. The question is whether it grew faster than what the economy can produce.”
Velocity Is the Missing Variable
The other piece almost nobody talks about is velocity . MV = PQ has four variables, not three. And V, the rate at which money circulates through the economy, is wildly unstable. Ignore it, and you get inflation forecasts that look ridiculous in hindsight.
Consider the cleanest natural experiment we’ve ever had. From 2008 to 2020, the Federal Reserve expanded its balance sheet by trillions through three rounds of quantitative easing. The doomists screamed about hyperinflation for the entire decade. It never came. Why? Because velocity collapsed. Banks parked the new reserves rather than lending them. Consumers deleveraged rather than spent. The money sat still. M went up, but V went down by roughly the same amount, and PQ barely moved.
Then 2020 happened. The Fed expanded the balance sheet again, but this time the government also sent stimulus checks directly into consumer bank accounts. Supply chains broke. Workers stayed home. And velocity, instead of falling, recovered. You had money growing fast, money circulating again, and productive capacity disrupted, all at once. Inflation hit 9.1% by June 2022.
That’s the cleanest example we’ll ever get of why the simple “M2 up means inflation up” framework is incomplete. Inflation emerged when M, V, and the supply constraint on Q all moved in the same direction simultaneously . The doomists were wrong from 2009 to 2020 because they ignored V. The “transitory” crowd was wrong in 2021 because they underestimated how all three would compound.
And now here we are in 2026, with a setup that’s worth watching closely. The Fed restarted bill purchases earlier this year, calling it a technical operation to ease strain in the repo market. Whatever the label, bank lending has surged. Loans and leases are growing at a 10% annualized pace. Commercial and industrial lending is running closer to 20%. Money supply is accelerating again. This is no longer a 2009-to-2020 regime where money sits idle on bank balance sheets.
The money is being put to work, the velocity question is firmly on the table, and the Treasury’s pivot to short-term bill issuance is forcing the Fed to operate at the short end of the curve whether it wants to or not. That’s the setup Friedman would have flagged. Money plus velocity plus a fiscal-monetary configuration that looks an awful lot like accommodation.
The Composition of Credit Matters More Than the Quantity
Beyond velocity, there’s a second piece that the bumper-sticker monetarism completely misses. Where the credit flows matters as much as how much credit gets created.
A dollar lent to build a factory expands future productive capacity, but a dollar lent to fund a stock buyback inflates current asset prices without expanding the economy’s productive capacity. A dollar lent to a consumer for a vacation expands current consumption without leaving any productive residue. Same dollar, same “money creation,” very different downstream effect.
The Austrians, including the school from which Bylund writes, have a real point here that monetarists routinely flatten. When credit funds are invested in malinvestment rather than productive capital, you can have apparent “growth” that’s really just hollowing out the productive base while inflating asset prices. Most of the post-2008 era worked exactly like this. Credit aggregates exploded, but the flow disproportionately went into financial assets, real estate, and corporate balance-sheet engineering. Consumer prices didn’t move much. Asset prices went vertical. That’s not inflation in the CPI sense. But it’s also not “growth” in any meaningful sense either.
The current AI capex boom is the live test of this framework. The bank lending surging through the financial system right now appears to be funding data centers, chip fabs, power infrastructure, and the related buildout. That’s productive credit by definition, as it expands future capacity to produce. If that’s what’s happening, the inflation impact of the recent money growth should be more muted than the simple M2 chart suggests, because Q is being expanded alongside M.
If, on the other hand, a large share of this credit is funding speculative valuations rather than real capacity, you get the Austrian outcome. Asset prices go vertical, productive capacity doesn’t expand to match, and the inflation eventually shows up either in consumer prices or in a brutal asset-side reversal. We won’t know which scenario we’re in for another year or two. But the framework tells you exactly what to watch. Track where the credit is landing, not just how much of it is being created.
How Different Schools Define Inflation
The reason these debates feel like everyone is talking past each other is that the underlying definition of inflation differs across schools. The table below lines up where each tradition starts and what it treats as the cause.
That last row brings us back to Bylund. His argument is that CPI and GDP have ceased to be useful measures because they’ve become policy targets. Goodhart’s Law in action. He’s not wrong about that. Price controls don’t fight inflation. They suppress the symptom (measured CPI) while worsening the disease, which is real shortages and capital misallocation. The 1971 Nixon wage-price controls are the textbook case. Government spending that produces no productive output really does inflate GDP without inflating wealth. The Soviet Union had impressive GDP growth on paper for decades before it collapsed because the “output” wasn’t producing things anyone valued.
So far, so good. But here’s where the critique runs into a wall. Bylund attacks the measures without proposing how policymakers, central banks, investors, or ordinary readers should actually operate without them. “Just understand the underlying concept better” isn’t operational. The Fed has to make decisions, allocators have to deploy capital, and investors have to make portfolio choices. You can’t run a $27 trillion economy on Austrian methodological purity.
Yes, CPI is flawed. Every serious economist knows it, but the answer isn’t to abandon measurement. It’s about using multiple measures rigorously, understanding their limitations, and triangulating. PCE, trimmed-mean CPI, sticky-price CPI, the Cleveland Fed’s median CPI, and M2 velocity-adjusted measures of money. These exist precisely because thoughtful people know any single number is insufficient. The “experts” Bylund attacks for treating CPI as ground truth are largely a strawman of cable news pundits and political talking points, not the actual analytical community.
What This Means for Investors
The bottom line is that both ends of the inflation debate are wrong in mirror-image ways. The doomists who quote Friedman as “money printer go brrr” stripped away the second half of his sentence, ignored velocity, and missed a decade of disinflation that should have updated their model. The CPI-is-everything crowd ignored the monetary side and got blindsided in 2021 by an inflation surge they kept calling transitory.
The synthesis that actually survives contact with the data is this. Sustained inflation requires money and velocity growing faster than productive capacity. In a debt-based system, money has to grow , so monetary expansion alone isn’t a signal of anything. The real signal is when the growth of money times velocity decouples from the growth of real output. That’s the Friedman test as he actually wrote it, and it’s still the right test.
For portfolios, this means that you should NOT:
React to M2 data in isolation; look at M2 times velocity together.
React to single CPI prints, look at the trimmed mean, and the sticky components.
Assume government spending creates growth just because it shows up in GDP, ask whether it actually expanded productive capacity or just shuffled financial claims.
Treat the measures as imperfect signals, not as ground truth, but don’t pretend you can invest without them.
There’s one more thing worth flagging for 2026. The Treasury is now funding a deepening deficit by tilting heavily toward short-term bill issuance, with the share of bills in total outstanding debt exceeding the 20% ceiling the Treasury Borrowing Advisory Committee recommends. When the borrower of last resort floods the short end of the curve, the central bank is pulled into providing liquidity there, whether it wants to or not.
That’s the textbook definition of fiscal dominance, and it’s the configuration that turns a discretionary central bank into an accommodator. Combine that with the bank lending surge and the AI-driven credit boom, and the relevant question for investors isn’t whether the Fed will tighten policy. The relevant question is whether the fiscal setup will leave the Fed any room to tighten in the first place.
That’s how you take Bylund’s Goodhart critique seriously without throwing out the analytical toolkit. And it’s how you read Friedman without becoming a caricature of him.
Tyler Durden
Sat, 06/27/2026 - 10:30 Close