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HUI LUI BOUGHT 100 MAC MINIS TO BUILD A PRIVATE AI SERVER FARM. ONE $599 BOX ALONE KILLS A $200/MONTH CLAUDE CODE BILL FOR $3 IN ELECTRICITY
a developer posted his $170 claude code bill from 10 days on reddit. someone replied "i bought a mac mini m4. haven't paid anthropic since"
the m4 chip has 120 gb/s memory bandwidth and unified memory. a $599 mac mini runs ai faster than a $1,500 windows pc with a discrete gpu
ollama now supports the anthropic messages api. claude code connects to your local mac mini with one environment variable. zero api costs, same interface
a heavy developer pays $459 a month across claude code, chatgpt pro, gemini, cursor and copilot. the mac mini pays off in 3 months and runs on $3 after that
uber rolled out claude code to 5,000 engineers and burned $3.4 billion in 4 months. the people who own the hardware in 2026 will look very far ahead in 2028
bookmark this and read the article below
🚨 I HAVE NO MICROPLASTICS IN MY BALLS 🚨
This should not be possible.
Studies show that 100% of men have microplastics in their semen. I am the first human ever to show a complete reduction to zero.
This may be a world-first breakthrough in fertility research.
I had 165 microplastic particles in my semen just 18 months ago. Now, I have zero.
Five published studies have measured microplastics in human semen. Two found them in 100% of men. The other three found then in 44 to 76% of men tested, but those used methods that miss the smallest particles and the clear ones. Corrected for that, the real rate is likely 100%. Almost every man alive has plastic in his semen right now. The same applies to testicular tissue, testing 100% positive for microplastics.
Microplastics hurt sperm.
Human studies show the impact of various types of plastic, associated chemicals, and other toxins on male fertility:
+ 60% fewer normal shaped sperm (from PFAS)
+ 5x higher odds of low sperm count (from PTFE)
+ 10% lower sperm concentration (from PTFE)
+ 15% lower swimming ability (from PTFE)
+ 41% lower swimming ability (from PET)
+ 12% lower sperm swimming ability (from BPA)
+ 3x higher odds of low sperm count (from Phthalates)
+ 2x higher odds of poor swimming (from Phthalates)
The effects compound: each extra type of plastic drops sperm swimming ability by about 21%.
This matters even if you’re NOT trying to get pregnant.
Sperm count is one of the cleanest biomarkers of overall health we have. And microplastics don't stop at the testes.
The same particles are showing up everywhere we look. Studies show 4.5x higher rate of heart attack, stroke, and death in people with microplastics in their arterial plaque vs. those without. Microplastics were also found in 100% of human placentas tested.
100% of post-mortem human brains tested positive for microplastics. Brain concentrations rose ~50% between 2016 and 2024, and now sit at roughly 11x the levels found in the liver or kidney.
Where do these come from?
+ PTFE, commonly in non-stick pans
+ PET, water bottles
+ Phthalates, makes plastic soft and bendy
+ BPA, can linings
+ PFAS, stain-resistant fabrics & food packaging
Inside the body, plastic causes a kind of cellular rust. It triggers inflammation in the testicles, kills the cells that make sperm and drops testosterone. It's been confirmed across 39 animal and cell studies, then in human data.
MY PROTOCOL:
Note, what I did is n=1, not a controlled trial, I cannot prove cause.
1. Sauna (dry). My toxin blood panel confirms sauna clears plastic related chemicals: BPA, phthalates, PFAS, flame retardants, pesticides. The plastic particles themselves are too big to sweat out directly. Heat may activate other clearance routes: bile flow through the liver, the cell's internal cleanup system, and the gut barrier. Humans have almost no enzymes that can break plastic apart, so the body has to physically push it out.
2. Reverse osmosis water filter. Drinking water is likely a major source of microplastic getting into your body. A reverse osmosis filter pushes water through a very tight membrane and strains the particles out. I filter everything I drink.
3. Trying to rid my environment of the big plastic items: cutting boards, cups, plates, food storage containers, non-stick pans, cling wrap, tea bags, water bottles, kitchen utensils, kettles, and synthetic clothing. Note, as hard as I try, I'm always finding new plastic things in my life. This can be all-consuming thing so try to just knock out the big ones.
I did all three interventions at the same time. I cannot say which one did the most work. What I can say is this: going from 165 to zero in 18 months is possible.
Results:
Nov 2024: 165 particles/mL
Jul 2025: 20 particles/mL
Apr 2026: 0 particles/mL
The 18 month window also captures roughly 7 full spermatogenesis cycles.
Mel Gibson wasn't lying to Joe Rogan.... and our study just confirmed it.
84.4% of cancer patients taking ivermectin & mebendazole for 6 months declared their cancer:
DISAPPEARED (32.8%)
SHRUNK (15.6%)
STOPPED SPREADING (36.1%)
Men who primarily wore boxer shorts had:
- 25% higher sperm concentration
- 17% higher total sperm count
- 33% more motile (swimming) sperm
- 14% lower FSH levels
Compared to men wearing tighter underwear.
someone built an OpenClaw agent that SELLS pool installations on autopilot.
finds $500k–$1.2M homes without pools
renders a pool in their backyard
and mails a before/after postcard.
There's a physicist at Stanford named Safi Bahcall who modeled this exact principle and the math is wild.
He calls it "phase transitions in human networks." When you're stationary, your probability of a lucky event is limited to your existing surface area: the people you already know, the places you already go, the ideas you've already been exposed to. Your opportunity window is fixed.
When you move, your collision rate with new nodes in a network increases nonlinearly. Double your movement (new conversations, new cities, new projects) and your probability of a serendipitous encounter doesn't double. It roughly quadruples. Because each new node connects you to their entire network, not just to them.
Richard Wiseman ran a 10-year study at the University of Hertfordshire tracking self-described "lucky" and "unlucky" people. The single biggest differentiator wasn't IQ, education, or family money. Lucky people scored significantly higher on one trait: openness to experience. They talked to strangers more, varied their routines more, and said yes to invitations at nearly twice the rate.
The "unlucky" group followed the same routes, ate at the same restaurants, and talked to the same 5 people. Their networks were closed loops. No new inputs, no new collisions.
Luck isn't random. Luck is surface area. And surface area is a function of movement.
The lobster emoji is doing more work than most people realize. Lobsters grow by shedding their shell when it gets too tight. The growth requires a period of total vulnerability. No protection, no armor, soft body exposed to the ocean.
That's the cost of movement nobody posts about. You have to be uncomfortable first. The new shell only hardens after you've already moved.
🚨TLDW: PewDiePie put out a new video saying algos control your life and have infected your mind (he's right).
He suggests 6 things:
1) Intent when you use the Internet
2) A separate profile/phone for social apps to create fiction
3) Self-hosting
4) Disable shorts
5) Don't follow anyone (AC is ahead of the curve)
6) DNS Blockers
Don't let your mind be hijacked. Build protections for your sanity. Don't get algobrain.
> be random guy on the internet
> makes decisions purely on vibes
> misses a few huge opportunities in crypto
> wonders why his life keeps looking random
> stumbles on a weird article about probability theory
> realizes every decision has expected value
> realizes markets are just Bayesian machines
> realizes most "genius trades" are survivorship bias
> realizes most people size bets completely wrong
> realizes he’s been playing the game with no math at all
> opens Polymarket
> starts thinking in probabilities instead of opinions
> suddenly the world starts looking like a giant EV calculator
turns out most life outcomes are just probability problems people never bothered to model:
> career decisions
> investments
> relationships
> risk
all of it is just EV + Bayes + Kelly
> the crazy part?
none of this math is complicated
> you can literally learn the models in this article
> use AI to help you apply them
> and completely upgrade how you think in a few months
but most people will keep making decisions the same way
> vibes
> emotions
> scroll Twitter
> one lucky success story
and wonder why nothing compounds
More Deaths after Measles Vaccination than with Measles Infection in Modern Era
Very rare serious cases should get appropriate treatment and infection mortality should be close to zero. Not the case with MMR MMR-V. @McCulloughFund
Citation:
Kirstin Cosgrove, BM, CCRA, Breanne Craven MSPAS, PA-C, Claire Rogers, MSPAS, PA-C, John A. Catanzaro, ND, PhD, Albert Benevides, M. Nathaniel Mead, MSc, PhD, Mila Radetich, Peter A. McCullough, MD MPH, & Nicolas Hulscher, MPH. (2026). Deaths Following MMR and MMRV Vaccination in the United States. Zenodo. https://t.co/faENbjtKRS
https://t.co/U1nZ5qUhIs
Bitcoin Is Being Treated Like Leverage While Gold Gets Treated Like Collateral
When oil, gold, and silver rip higher on a geopolitical headlines, and Bitcoin sells off at the same time, most people reach for the explanation that it’s risk off. That’s not quite it. What you’re seeing is a collateral hierarchy event. Energy is reacting to a real supply risk shock, metals are moving as geopolitical and sovereignty hedges, and Bitcoin is trading like a leveraged risk position, the one people cut first when funding conditions tighten and leverage gets more costly.
Why Higher Oil Doesn’t Mean Risk On
Start with oil. Oil is risk premium with markets assigning a higher probability to disruption. That flows straight into inflation risk, and inflation risk flows into the bond market as term premium. You can see it in the broader setup where long end yields staying sticky. Bitcoin usually does best when real yields are falling and liquidity is getting easier. Right now it’s the opposite. Even if the oil spike is only short term, it still lifts near term inflation risk, which keeps long yields under upward pressure and tightens financial conditions. Gold can still rally in that mix because it’s a proven geopolitical hedge and reserve asset. Bitcoin often can’t, because the marginal buyer is more leverage and funding sensitive.
The Collateral Stack Explains The Divergence
The deeper reason Bitcoin diverges in moments like this is that the market doesn’t treat these assets the same inside the global financial plumbing. Gold sits higher in the collateral stack. Central banks buy it, store it, and treat it as neutral in a world where sanctions and counterparty risk are now central features of geopolitics. It’s not that gold got some universal regulatory promotion overnight and people tend to overplay the Basel and HQLA angle. The real point is that in a crisis, gold already has an established role. It’s widely held by central banks, it’s easy to finance, and the plumbing around it is deep and decades old. Bitcoin doesn’t have that same institutional footing yet. A lot of crypto still lives outside the core banking system, and the rules for regulated balance sheets make it costly to treat as true, high quality collateral. So when stress hits, gold can pull in reserve style buying, while Bitcoin more often trades like high beta exposure that gets cut first to reduce risk or meet margin.
The Market Structure Mechanics Make It Worse
Crypto trades 24/7 in a market that’s still thinner than major FX or rates, and it’s tightly wired into perpetual futures where leverage can unwind fast. So even if the long term story is “digital gold,” the short term reality is that when conditions get tighter and volatility rises, Bitcoin often becomes the quickest place to reduce risk. That doesn’t kill the thesis, it just tells you the current regime isn’t one where liquidity is expanding and risk appetite is being rewarded. In that kind of tape, money tends to gravitate toward the most widely accepted hedges and the most reliable forms of collateral, not high beta assets that behave like leveraged liquidity exposure.
My Take
Even if the oil spike is short lived, it still lifts near term inflation risk and tightens conditions while it lasts, hitting consumers and margins at the same time delinquencies, CRE stress, and refinancing pressure are already rising so markets can float for a bit, but the setup gets more fragile. That’s also why Bitcoin is diverging because in this kind of tape, gold and silver get bought as accepted crisis hedges, while Bitcoin trades like leveraged liquidity exposure and is often the first thing cut when volatility rises. The flip usually comes when the tightening impulse fades, real yields ease and broad financial conditions loosen because Bitcoin tends to work after the squeeze, not during it.
Even years later, I’m deepening my research on PCOS. Here's a new layer:
Nickel exposure
→ Acts as a metalloestrogen
→ Activates mast cells
→ Increases histamine
→ Promotes Th2 skewing
↓
Nickel availability
→ Foundational for H. pylori virulence
↓
H. pylori colonization
→ Raises systemic inflammation (IL-6, TNF-α)
→ Reduces stomach acid
→ Impairs iron + B12 absorption
→ Increases beta-glucuronidase–producing bacteria
→ Recycles conjugated estrogens
↓
Chronic inflammation + estrogen recycling
→ Increases insulin resistance
→ Stimulates ovarian androgen production
↓
Pro-inflammatory + pro-estrogenic + insulin-resistant terrain
= PCOS phenotype
When I found out through research that PCOS women have an altered microbiome I had to dig a little further. It brought me to make an interesting connection between the drive of insulin resistance and bacterial overgrowth and reactivation based on heavy-metal so I’m testing done in China .
PCOS women have higher nickel levels in the serum which gives an indication that the body is giving us a clue. The clue is rooted in one single bacteria that is often dormant but gets reactivated in a majority of people that have heartburn or reflux ulcers and colon cancer, the bacteria is H. pylori. H.Pylori feeds on nickel!
I did find studies from Iran that showed 70% of PCOS women between the age of 30 and 60y old have high antibodies for H. pylori and as soon as we eradicate that gut dysbiosis, most of the markers drastically dropped like insulin resistance, testosterone levels, oestrogen dominance, weight and waist circumference.
H. pylori reactivation is not a root cause, the sluggishness of liver and gallbladder system impairs bile ffunction which then creates an opportunistic environment in the gut for certain reactivation like H. pylori.
While compounds like Black Cumin seed oil, mastic gum, vitamin U also known as cabbage juice, marshmallow root, slippery elm, colostrum, s bouraldii are some of my most used against H. pylori, Further investigation into oestrogen dominance that makes the bile very sticky or the detox pathways of the liver should be looked into with a practioner that you trust.
Hope this gives a new lead for my PCOS community this is not a medical advice.
I am currently still taking new clients follow the link in my profile for the latest calendar, looking forward to personalize your journey using my clinical work and research.
Andra Sitoianu, Naturopath
"Modern Money Only Works By Cheating": If You're Long Bitcoin (Or Not Long Bitcoin), Read This... https://t.co/fXIam6qRrs
Dr Suzanne Humphries exposes what DTaP, Polio & Hib shots do to babies.
The shots cause the activation of 33 allergy related genes and 66 asthma genes plus the upregulation of 67 cancer genes & 25 immunological genes.
“Given all of that education that I have now painfully received, if I had it to do all over again, I would not end up giving any vaccines to my newborn children.”
Bret Weinstein admits that, in hindsight, he would not vaccinate his newborn children.
“I believe the adverse events from regular old vaccines are far more common than we imagine, including things like allergies.”
“I believe that my allergy to wheat is likely the result of an adjuvant that caused my immune system to react to something normal in my gut in a way that I will never be free from.”
“One of my sons has seasonal allergies that are significant enough to get in his way.”
“The other has an allergy to dairy… What I now think is that he developed an allergy very early, probably from an adjuvant in a childhood vaccine.”
“I’m not saying it’s impossible that any of them are more beneficial than they are harmful, but I now know that I cannot trust the safety testing.”
@bretweinstein
🚨Multiple Studies Find Ivermectin, Fenbendazole & Mushrooms Exert Potent Anti-Cancer Effects via 20+ Mechanisms
Ivermectin:
✅ Widespread anecdotal reports of remission
✅ 14 distinct anticancer mechanisms
✅ Targets glioblastoma, leukemia, ovarian, cervical cancers & more
✅ Proven safe—even with chemo
Fenbendazole:
✅ Linked to remission of Stage IV cancers (Makis et al)
✅ Strong safety profile in humans
✅ Disrupts tumor metabolism & growth pathways
Medicinal Mushrooms (Cordyceps, Turkey Tail, Reishi):
✅ Boost NK & T cells
✅ Block angiogenesis
✅ Trigger apoptosis
✅ ↓ cancer risk by 34% (meta-analysis)
✅ ↑ survival & QoL (39 clinical trials)
It’s time for cancer therapies that HEAL the body—not destroy it.
This person just gave you the neuroplasticity recovery protocol most people pay therapists $200/hour to discover.
The core mechanism here is dopamine baseline depletion. When you scroll, each interesting post spikes dopamine 100-200% above baseline. The problem is what happens next. Your dopamine drops 40-60% BELOW baseline for 2-4 hours. This means the homework, the book, the focused thinking you try to do afterward feels neurologically impossible. You’re not lazy. Your prefrontal cortex is literally running on empty.
Here’s the thing about that “I used to be sharp” feeling. Working memory capacity correlates directly with dopamine available in the prefrontal cortex. Lower dopamine, shorter working memory span. D’Esposito and colleagues at Berkeley showed this with neuroimaging. The people who can hold longer strings of information have more dopamine available for release. So when you’ve been chronically depleting your dopamine reservoir through high-stimulation activities, your working memory atrophies. You feel dumber because, neurochemically, your prefrontal cortex is operating at reduced capacity.
The “three days” recommendation in this article maps onto clinical literature. Anna Lembke’s research at Stanford’s Addiction Medicine clinic shows dopamine system resets require approximately 30 days for severe cases, but meaningful restoration begins within 72 hours of removing the stimulus. That’s why day three of any detox feels qualitatively different. Your neurons are beginning to upregulate dopamine receptors.
The boredom piece is where most people fail. Your brain interprets boredom as a signal to seek stimulation. That discomfort you feel when you’re unstimulated? That’s withdrawal. The reaching for your phone is your brain trying to bring dopamine back above baseline. Sitting with it trains the system to tolerate lower stimulation and still function. This is called raising your distress tolerance threshold.
What the article calls “rehabilitate,” the neuroscience literature calls neuroplasticity. Your brain is continuously rewiring based on what you repeatedly do. Chronic scrolling strengthens attentional circuits optimized for novelty-seeking and rapid task-switching. Sustained reading strengthens circuits for linear focus and deep processing. You’re not permanently damaged. You’ve just trained your brain for the wrong environment.
Two protocols actually accelerate the restoration. First: non-sleep deep rest. NSDR scripts (free online, 10-20 minutes) increase dopamine in the basal ganglia by up to 60%. Second: brief cold exposure. One to three minutes in cold water spikes dopamine 250% above baseline and sustains it for 2-4 hours afterward. Both of these replenish the reservoir without creating the crash cycle.
The real work is what she described: tolerating the discomfort of being understimulated long enough for your system to recalibrate to normal dopamine dynamics. The girl who used to read voraciously is still in there. The neural circuits are dormant, not dead. Plasticity works in both directions. Start with 10 minutes of focused reading a day. Your prefrontal cortex will adapt. Give it six weeks and measure the difference.
Myocarditis after SARS-CoV-2 infection and COVID-19 vaccination: Epidemiology, outcomes, and new perspectives
@McCulloughFund @NathanMeadPhD @P_McCulloughMD @JesslovesMJK @MakisMD @KMilhoanMDPhD
https://t.co/fuIAXKDgwp
Ivermectin 72 mg
Fenbendazole 444 mg
Vitamin C 4000 mg
Hibiscus tea 32 ounce
The 4 Horsemen of Cancer
@richardursomd
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