[ExI] conspiracy theories, was: RE: Satoshi

[John Clark]

On Fri, Aug 14, 2026 at 4:35 PM <spike at rainier66.com> wrote:


> *>John, let us not forget that Claude, GPT, are us.  Grok is a more
> unfiltered us.  We wrote the material these AI tools are trained on.*
>

*OK I'll ask exactly the same question to Grok that I asked to GPT and
Claude and we'll see if Grok is also a woke lefty. *
*==*
*ME: A friend of mine claimed that the Covid virus vaccine didn't work and
the only reason COVID is not killing people at the rate it once did is
because it evolved to become less lethal; as proof he offered the fact that
most Americans have not kept up-to-date with their COVID vaccine
immunizations but the death toll from COVID is still far less than what it
once was. I think he's dead wrong about that but what do you think?*

*GROK: "Your friend is partially right about viral evolution reducing
lethality but wrong that the vaccines “didn’t work” or that low recent
uptake proves they were irrelevant.* The sharp drop in COVID-19 deaths
reflects *multiple* factors acting together: widespread prior infection +
vaccination creating population-level hybrid immunity, intrinsic changes in
circulating variants (especially Omicron and its descendants), better
treatments, and changes in testing/reporting. *The vaccines demonstrably
reduced severe disease and death* when they mattered most and continue to
provide measurable protection against the worst outcomes.
Vaccines worked (and still work) against severe outcomes

Early and ongoing real-world data show high effectiveness against
hospitalization and death:

   - Primary series and early boosters were highly protective against
   severe disease and death with ancestral, Alpha, and Delta strains.
   Population-level analyses linked higher vaccination coverage to lower
   mortality rates.
   - Against Omicron and later lineages, protection against infection waned
   and was lower, but protection against hospitalization, ICU/ventilation, and
   death remained substantial—often in the 40–80% range depending on the
   study, outcome, time since dose, age, and variant. Recent 2024–2025 and
   2025–2026 vaccine evaluations (test-negative designs, cohort studies)
   continue to show meaningful additional protection: roughly 35–55% against
   hospitalization and higher (often ~60–80%) against the most severe
   endpoints such as invasive mechanical ventilation or death, even months
   after dosing. Effectiveness is generally higher against the worst outcomes
   and in higher-risk groups.

Updated formulations still add benefit on top of existing immunity.
Absolute risk is now much lower for most people, so the *number needed to
vaccinate* to prevent one severe event is higher than in 2021, but the
relative benefit persists.
Evolution toward lower severity is real—but incomplete without immunity

Omicron and its descendants (JN.1 lineage and later) were associated with
lower intrinsic severity than Delta or earlier strains in multiple
analyses—lower rates of progression to hospitalization, ICU, or death even
after adjusting for some confounders. Case-fatality rates fell
dramatically. This is consistent with evolutionary pressures favoring
transmissibility over virulence in a partially immune population, plus
changes in tissue tropism.

However, studies that try to separate the contributions typically find
*both* lower viral virulence *and* high population immunity (from
vaccination + prior infection) were responsible for the milder observed
disease. Unvaccinated or less-immune individuals continued to face higher
risks of severe outcomes even in Omicron eras. Hybrid immunity provides
particularly robust protection against severe disease.
*Low recent uptake does not prove the vaccines failed*

Most Americans have not stayed current with the latest seasonal COVID shots
(recent coverage for the updated formulations has often been in the teens
for adults overall and higher but still limited among the elderly). That is
accurate. But this does not mean “the vaccines didn’t work”:

   - The large majority of the population already has some immunity from
   earlier primary series, prior boosters, and/or one or more infections.
   Baseline protection against severe disease is therefore high for most
   people.
   - *Death rates plummeted after the initial vaccine rollout* and
   especially after widespread infection + vaccination, well before recent low
   uptake became the norm.
   - Current low death tolls occur against a backdrop of that accumulated
   immunity, milder variants, antiviral treatments (e.g., Paxlovid), improved
   clinical management, and less aggressive testing/attribution of deaths.
   COVID is no longer the dominant cause of respiratory mortality it once was,
   but it still causes tens of thousands of deaths and hundreds of thousands
   of hospitalizations annually in the U.S., disproportionately among the
   elderly and those with comorbidities—groups that continue to benefit most
   from updated vaccination.

If the vaccines had been inert, the early mortality curves and the
persistent differences by vaccination status (even after Omicron) would
look very different. Analyses estimating lives saved by vaccination
programs consistently find large numbers averted.
Bottom line

Your friend correctly notes that the virus became less lethal on average
and that most people are not getting every updated shot. Those observations
are true*.* The inference that the vaccines therefore “didn’t work” does
not follow.* Vaccines provided strong protection against the outcomes that
matter most (severe disease and death), contributed substantially to the
decline in mortality alongside natural infection and viral evolution, and
still offer incremental *benefit* today*—especially for higher-risk people.
Both evolution *and* immunity explain why COVID is far less deadly now than
in 2020–2021."

*==*

*Golly, it's even worse than I thought, Grok is also a woke left-wing ultra
liberal just like Claude and GPT! *

> *> Recall back when Eliza the artificial therapist was a big thing, back
> in the 70s.*
>
*Oh yes there's very little difference between Eliza and today's modern
AI's. *

> *  > It was such a fun toy,  *
>

*Why do you think "It was such a fun toy"?*

*> seemingly insightful*


*That's interesting, tell me more.  *

> *> But it fed back what we told it. *
>
*Why do you say "it fed back what we told it"?*

> *> That’s all*
>
*" That's all" is the key. *

> *> it did. *
>
*"It did" is the key  *

> *> These AI tools are doing likewise.*
>
*Why do you these AI tools are doing likewise?*

*> That doesn’t mean they are wrong.*


*Tell me about your mother.  *

*> **But claiming reality has a particular political bias is working a
> little too hard to promote a particular political bias.*
>

*OK let's sum things up. You believe that Nature is Wrong, Science is
wrong, GPT is wrong, Claude is wrong and even Grok is wrong, but Twitter
and Breitbart are correct.  Spike, I think it might be time for you to
consider the possibility that maybe just maybe your worldview needs some
reevaluation.  *

*John K Clark  *
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