šŗšø The Sahm Rule Was Right All Along
The Sahm Rule is one of the cleanest, most reliable ways to identify when the U.S. is in recession. Itās simple: if the three month average unemployment rate rises half a percentage point above its 12 month low, youāre already in one. Itās not about forecasts, itās a contemporaneous signal and itās been 100% accurate since the 1970s. When it flirted with activation in 2023, Claudia Sahm herself urged caution because of pandemic era distortions, but she also stressed that if it flipped cleanly, it meant the labor market was weaker than the glossy headlines implied.
Fast forward, and the revisions now show thatās exactly what happened. In August 2024, BLS benchmark adjustments erased 818,000 jobs. By February 2025, another 589,000 were gone. And just recently, Treasury Secretary Scott Bessent flagged that another 800,000 could be stripped out. Add to that the steady drip of downward revisions through 2025, June flipping from a modest gain to a net job loss and the labor market has been overstated by somewhere between 2.3 and 2.4 million jobs since April 2023.
Like i said in my previous post that kind of wholesale rewrite hasnāt happened since 2009, when the BLS had to admit it had massively overstated payrolls heading into the financial crisis. And history shows that these benchmark adjustments arenāt just statistical clean up. They almost always surface at turning points, the stagflationary recession of the mid 1970s, the double dip downturn in the early 1980s, and the collapse of 2007-09. Theyāre usually evidence that the economy was already much weaker beneath the surface, and the headline strength was more illusion than fact.
Which brings us back to the Sahm Rule. On the charts today, the indicator looks muted, sitting well below the 0.5 threshold. But thatās because the unemployment rate itself has been calculated off job counts that are now being revised down. If those missing millions of jobs had been reflected at the time, the unemployment rate would have been higher, the Sahm Rule would have ticked up, and the U.S. might already be shown as having tripped into recession. In other words, the Sahm Rule didnāt miss, the inputs did. Once the revisions are fully baked in, history may show it was flashing red in 2023 while policymakers insisted on labor resilience.
Thatās what makes this so consequential. For two years, the Fed leaned on the strong jobs market as its justification for keeping rates higher for longer. But if those jobs never really existed, then the Fed was tightening into fragility. That turns its high for longer stance into a policy error built on faulty data.
Which is why the September 17, 2025 cut is unlikely to be a one off. As these revisions settle and the depth of labor weakness becomes impossible to deny, the Fed wonāt just be trimming for optics. It will be forced into a broader pivot in 2026 acknowledging, belatedly, that the Sahm Rule was right all along.
š EndGame Macro
The U.S. Army 4th Psychological Operations Group (Airborne) often nicknamed the "Ghosts in the Machine" released their newest recruitment video on November 19, 2025. hell this one slaps still no lujan no join. š
Somali dance at the Timberwolves vs the Celtics game yesterday in Minnesota https://x.com/westtoeastt/status/1995140208589967665/video/1
Follow Libs of TikTok Fans: t.me/libsontiktok
16,499 people died by euthanasia in Canada in 2024, accounting for 5.1% of all deaths in the country.
According to the latest report on āmedical assistance in dyingā (MAiD) from Health Canada released at the end of last month, there was a 6.9% increase in state-assisted deaths in Canada in 2024.
In 2024, although assisted suicide is permitted, in which the person who wishes to end their own life self-administers the lethal substance, there was not a single case of assisted suicide. Instead, every single person who died under Canadaās MAiD programme died by euthanasia. In 2023, there were fewer than five instances of assisted suicide.
There have been a total of 76,475 instances of euthanasia and assisted suicide since they were made legal in Canada in 2016.
Posters have appeared on the New York subway offering would-be parents the opportunity to "genetically optimise" their future baby.
By signing up to their $8,999 service, Nucleus Genomics will profile the full DNA sequence of up to 20 embryos for couples undergoing IVF.
The New York start-up's slick app then allows would-be parents to review their brood for known disease genes, conditions like autism and ADHD, as well as traits like eye colour, height, and intelligence.
Peter Thiel, who shares similar views to Musk on the topic, supported the start-up through his Founders Fund. ā Article
OpenAI's Sam Altman has also invested in gene-editing startup, Preventive, to eliminate gene-hereditary diseases from babies.
The first successful IVF (test tube baby) occurred in 1978. The place, perhaps appropriately, considering English author Aldous Huxleyās Brave New World, was England.
The irreversible transformations to the human genome will make the 4IR a pandoraās box.
š ā ...
AI influencers are now boasting personalities, backstories and even making ill-advised decisions
Aitana Lopez is an AI influencer who makes as much as $11,000 per month.
Sheās part of a new breed of digitally created avatars winning the battle for the publicās attention, joined by the likes of chart topping āsingersā Solomon Ray and Breaking Rust and āblonde bombshellā Mia Zelu, who stole the show at the Wimbledon tennis tournament ā even though she wasnāt physically there.
Aitana has made promo videos for Amazon, while huge global brands such as Calvin Klein, Prada, Samsung and YouTube have all used AI influencers.
AI generated Christian recording artist Solomon Ray topped the Billboard gospel charts with his song āFind Your Rest.ā Heās cleverly billed as a āMississippi-made soul singer,ā and has over 500,000 monthly listeners on Spotify.
One of the most followed AI influencers, Lil Miquela, caused serious backlash when she posted about being diagnosed ...