Research

RFK, Jr: "My father told me when I was a little boy that people in authority lie and the job in a democracy is to remain skeptical. I've been science based since I was a kid. Show me the evidence and I'll believe you, but I'm not going to take the word of official narratives. The way you do research is not by asking authoritative figures what they think. Trusting experts is not a feature of science, and it's not a feature of democracy. It's a feature of religion and totalitarianism."

https://x.com/RealJessica/status/1998964655620804897

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How Much ATP Does a Human Body Produce Every Day?

Today I learned that the human body makes its weight in ATP (a key component of the Krebs cycle") every day. When I read this I wondered if it could possibly be true. Here's what Grok had to say:

My Query to Grok: Is it true that we make our body weight worth of ATP every day?

Yes, it's true. The human body turns over (produces and consumes) an amount of ATP roughly equivalent to its own body weight each day, though the exact figure varies by activity level and individual.

At any given moment, the body contains only about 250 grams of ATP (plus some ADP). However, ATP is rapidly recycled: it's hydrolyzed to ADP + phosphate to release energy, then resynthesized using energy from food. This cycle happens thousands of times per day per molecule.

Reliable sources estimate daily ATP turnover as:

    • 50–75 kg for an average adult (often cited as ~100–150 moles of ATP hydrolyzed and regenerated daily).
    • Around 50 kg in sources like Wikipedia.
    • ~60 kg in BioNumbers database.
    • Up to 100 kg or more during high activity in some physiology texts.

For a typical 70 kg person, this is approximately one body weight's worth per day at rest or moderate activity. During intense exercise, the rate can increase dramatically (e.g., up to 0.5–1 kg per minute). The key point is the enormous flux: even though net ATP storage is tiny—your cells are constantly churning through it to power everything from muscle contraction to brain function.

This fact is widely accepted in biochemistry and physiology textbooks and is often used to illustrate how dynamic cellular energy metabolism is.

Tutorial on the Krebs Cycle (Also from Grok):

The Krebs cycle, also known as the citric acid cycle or tricarboxylic acid (TCA) cycle, is a central metabolic pathway in cellular respiration that occurs within the mitochondria of eukaryotic cells, efficiently converting nutrients from carbohydrates, fats, and proteins into usable energy. It begins when acetyl-CoA—derived primarily from the breakdown of glucose via glycolysis—combines with oxaloacetate to form citrate, initiating a series of eight enzymatic reactions that systematically oxidize the molecule, releasing carbon dioxide as a byproduct (which we exhale) and generating high-energy electron carriers like NADH and FADH2, along with a small amount of ATP directly through substrate-level phosphorylation. These electron carriers then feed into the electron transport chain to produce the bulk of the cell's ATP via oxidative phosphorylation, yielding up to 38 ATP molecules per glucose molecule overall. The cycle is highly efficient, regenerating oxaloacetate to allow continuous operation, and it's tightly regulated by factors like ATP levels and enzyme inhibitors to match the cell's energy demands, playing a crucial role not only in energy production but also in providing intermediates for biosynthesis of amino acids, nucleotides, and other essential compounds.
 

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What the Social Engineers Miss About Multiculturalism

Jowan Mahmod discusses the paradox of multi-culturalism in his article: "The Multiculturalism Paradox: How identity-affirming policies fuel the competitive group dynamics that weaken national cohesion."

[T]he core creed of multiculturalism: noble intentions and moral rhetoric paired with total disregard for real-world outcome . . . . Multiculturalism promotes the celebration of difference on the assumption that strengthening one’s group identity naturally produces greater openness toward, and acceptance of, others. Few ideas have been more widely embraced—and more poorly understood—than this. . . Ultimately, tolerance does not grow out of abstract ideals. It grows from loosening the grip of collective identity and seeing others not as representatives of a category but as individuals. Societies must ensure that people of all backgrounds can develop a strong sense of personal identity. This is not merely desirable but essential for any nation that hopes to remain both diverse and cohesive. Prejudice is rooted in group belonging and in the basic psychology of us-and-them. When institutions encourage people to define themselves primarily through group identity, they inevitably reinforce the very us-and-them thinking that fuels prejudice and division.

A functioning multicultural society is not one that obsessively manages groups and their identities, but one that enables individuals to move beyond them and form connections based on shared human and civic values. Only then can we approach the kind of multicultural society we claim to aspire to, and that can be achieved only by loosening, not tightening, the hold of group identity.

Mahmod's full article can be found here.

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About Tesla Self-Driving (FSD)

Four months ago I bought a Tesla Model 3. Prices have fallen over the years. The base model (already loaded with features) is now $38K with a range > 300 miles. For those who haven't yet experienced self-driving, you are in for a treat. The software (now vers 14.2) is incredibly smooth, intuitive and safe. Stats show it's 7 times less likely to get into a major or minor collision than when you drive a car yourself. This technology has already saved many lives. The self-driving completely handles the car, but at this point you still need to supervise-you sit in the driver's seat and watch this miracle unfold, trip after trip. The plan is that eventually all Teslas (including those currently on the road) will be completely self-driven and won't need any human supervision. If you are not on a public road (e.g., a store parking lot), you can already use your phone app to summon your car from its parking spot to pick you up at the door.

The self-driving relies on 8 cameras and AI, which it shares with hundreds of thousands of Teslas already on the road. It emulates human vision, which requires an immense amount of data compression. As Elon Musk explains: "The single biggest technical challenge of Tesla self-driving AI is context compression of 1.5GB/s of video to ~2kB/s of control outputs using a puny inference computer without making any mistakes. Super hard to avoid overly lossy compression at any given step."

Even if you are not in the market for a car, if you're curious about the technology, go take a self-drive at a dealer. Every time I've introduced a friend to self-driving, it has been a jaw-dropping experience. And that's in additional to all the other safety and performance features on this amazing computer on wheels. And the base price includes an 8-year battery guaranty and 4-year bumper to bumper warranty.

BTW, I'm not getting paid to write this. This is an amazing car and many people aren't aware of this technology because Tesla does very little paid advertising. Its happy customers spread the word for Tesla.

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