IntegralAnswers

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IntegralAnswers

@IntegralAnswers

Evidence over ideology. Explaining science in context, exposing harmful misinformation, sharing references—and occasional reminders the world is beautiful.

Katılım Ağustos 2011
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
One of the most striking aspects of RFK Jr.‘s recent CNN interview wasn’t any single claim. It was how he argued. Throughout the interview, his reasoning often resembled that of a courtroom advocate more than that of a scientist—emphasizing unresolved questions, shifting burdens of proof, and treating scientific uncertainty as grounds for continued suspicion. That distinction matters. Science rarely reaches certainty. Instead, it weighs the totality of evidence and continually updates its conclusions as new data emerge. This thread examines that difference—and why it matters when the person making these arguments leads the U.S. Department of Health and Human Services. Not a partisan critique. An evidence-based examination of reasoning, communication, and public health.
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
Liam, I do recognize the difference—but it does not support the conclusion you’re drawing. Trump was questioned under oath about his own financial conduct during New York’s civil fraud investigation. Fauci was subpoenaed before a committee chaired by Rand Paul, who has spent years publicly accusing him of crimes and demanding his prosecution. Fauci reasonably viewed the hearing not as neutral fact-finding, but as an attempt to manufacture a prosecutable statement. reuters.com/business/healt… And the pardon does not settle the issue. It covered specified federal conduct through January 19, 2025; it did not protect Fauci from a new false-statement allegation arising from anything he said during the 2026 hearing. That is precisely why legal counsel could still advise him to invoke the Fifth. justice.gov/pardon/pardons… The meme never claimed the circumstances were identical. The hypocrisy is in treating Trump’s use of the Fifth as a legitimate constitutional safeguard while declaring Fauci’s use of the same right evidence of guilt. Different proceedings. Same constitutional right. Very different partisan standards.
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Dr. Liam Schubel
Dr. Liam Schubel@LiamSchubel·
@IntegralAnswers Wow Integral! Normally your comments are intelligent. You didn’t realize the difference? Fauci was pardoned AND pleaded the 5th. Trump was operating WITHOUT a pardon. I expect better from you my friend. Hope all is well.
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
Scientists absolutely emphasize unresolved questions—that’s essential to science. But a scientific theory isn’t “an unanswered question.” It’s a well-supported explanatory framework that remains open to revision as new evidence emerges. My thread wasn’t criticizing skepticism. It was distinguishing between using uncertainty to refine conclusions and using uncertainty as a reason to suspend conclusions despite a strong convergence of evidence. Those are different epistemic approaches.
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TweetTee
TweetTee@TCTWTS·
@IntegralAnswers If scientists aren’t supposed to emphasize unresolved questions, why do they call almost all of their “answers” theories?
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
One of the most striking aspects of RFK Jr.‘s recent CNN interview wasn’t any single claim. It was how he argued. Throughout the interview, his reasoning often resembled that of a courtroom advocate more than that of a scientist—emphasizing unresolved questions, shifting burdens of proof, and treating scientific uncertainty as grounds for continued suspicion. That distinction matters. Science rarely reaches certainty. Instead, it weighs the totality of evidence and continually updates its conclusions as new data emerge. This thread examines that difference—and why it matters when the person making these arguments leads the U.S. Department of Health and Human Services. Not a partisan critique. An evidence-based examination of reasoning, communication, and public health.
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IntegralAnswers@IntegralAnswers·
Your own chart contradicts your claim. The age-adjusted U.S. death rate jumped 16.8% in 2020—before widespread vaccination—and 528,891 more Americans died than in 2019. COVID became the third-leading cause of death. One correction to the reply above: the chart uses age-adjusted rates, so multiplying the 120.2-point increase directly by the population is not technically appropriate. The actual recorded increase was 528,891 deaths. But your response then reverses the timeline entirely. A mortality surge that occurred before vaccination cannot be evidence that vaccination caused it. And the vaccines were first authorized in December 2020, not 2021. Nor does the fact that deaths remained high in 2021 establish vaccine causation. That is a post hoc fallacy. During the Delta period, age-standardized COVID death rates were dramatically higher among unvaccinated people than among vaccinated or boosted people. You have shown that the pandemic caused a major mortality increase—not that vaccines caused it.
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TheCouchCoach
TheCouchCoach@Thecouchcoach11·
@BreezerGalway @HeyNurseKat Oh you poor thing. All cause mortality confitms that there was no significant deaths caused at all, much less a "pandemic of the unvaccinated". More people died after the vaccinations started. Sorry, sunshine, I just proved you wrong with the actual data. Do better.
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TheCouchCoach
TheCouchCoach@Thecouchcoach11·
@BreezerGalway You're going to be surprised to find out the unvaccinated all lived. That they were all dying was yet another lie designed to scare you into taking the vaccine. The data is very clear about this.
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Patrick Bet-David
Patrick Bet-David@patrickbetdavid·
Rough day for CNN & Dana Bash. They did everything in their power to demonize @RobertKennedyJr and he came on top. Respect for his perseverance!
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Ed Krassenstein
Ed Krassenstein@EdKrassen·
CNN's @DanaBashCNN just called @RobertKennedyJr out for pushing the idea that vaccines cause Autism. And RFK Jr.'s response is ridiculous: RFK Jr.: "But Dana, you probably don't understand this because you're not a scientist." Dana Bash: "but you're not either. RFK Jr.: "You have been fooled. Your statement that this has been studied is not true." FACT: Researchers have studied the question of whether Autism is caused by vaccines for more than two decades using large population studies, sibling studies, case-control studies, cohort studies, systematic reviews, and meta-analyses. A Danish nationwide study followed 657,461 children and found that the MMR vaccine did not increase autism risk, including among children considered more susceptible because of family history or other risk factors.
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Lenny Marlow
Lenny Marlow@LennyLLM·
@IntegralAnswers I have trouble understanding how people can hold two separate but contradictory thoughts like—"Fauci caused the deaths of millions!" & "COVID-19 was mild!"—but are unable to hold the ideas that "Lab leak" & zoonotic origins are both, curently, unproven possibilities.🤷‍♂️
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
@lioncheetahfox I vaguely recall this. Wasn’t this a debate in which Millers walked away with the prize?
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
Umm, are you familiar with Dexamethasone? This is an off the shelf, cheap steroid from the early 1960s. It most likely saved my life while in the midst of a cytokine storm. No single drug works for everyone and results vary. Dexamethasone was studied relatively early, like IVM and HCQ. We had high hopes for both (primarily based on preclinical studies) but neither panned out.
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SeekingRealTruth
SeekingRealTruth@real_seeking·
@HeerRozenwater @IntegralAnswers Except in the case of Ivermectin. The only drug in history that was given so late in disease with so many studies, it had no chance to show success. Probably because there was no money to be made. Paxlovid at $1,300 a dose gets 3-5 days max. Principle RCT, 14 days! Used in metas
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IntegralAnswers
IntegralAnswers@IntegralAnswers·
Hi Heer, Not sure how I missed this before. I’ve used many. My primary tools are GPT (latest model, I think 5.6), most often within a “Project” I’ve tweaked. I think I’ve developed about a dozen or so models. Lately, I’ve been using the new Work mode (still not on top of that yet). I use the image generator within GPT as well. It’s getting better every few months (with a lot of extra engineering). I use Gemini as well. Notebook LM and a few medical/science tools to verify references. Hope that helps. Feel free to pm me if you have specific questions.
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Heer Rozenwater
Heer Rozenwater@HeerRozenwater·
@IntegralAnswers My question was actually the last sentence: Which AI models do you use most? I'm genuinely curious, because your approach to reasoning reminds me a lot of how I use AI myself.
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