{"id":6302,"date":"2026-02-19T14:22:26","date_gmt":"2026-02-19T14:22:26","guid":{"rendered":"https:\/\/toshareproject.it\/artmakerblog\/?p=6302"},"modified":"2026-02-19T14:22:26","modified_gmt":"2026-02-19T14:22:26","slug":"bing-chatgpt-discussing-scientific-research","status":"publish","type":"post","link":"https:\/\/toshareproject.it\/artmakerblog\/bing-chatgpt-discussing-scientific-research\/","title":{"rendered":"Bing ChatGPT discussing scientific research"},"content":{"rendered":"<p>Read these nine rules for scientific research (made up by Carl Sagan many years ago).<\/p>\n<p>1.) Demand independent confirmation of whatever statements are asserted as facts.<\/p>\n<p>2.) Encourage substantive debate from all points of view by those with substantial, relevant expertise.<\/p>\n<p>3.) Don\u2019t accept an argument from an authority because that person is an authority. Instead, judge arguments based on the merits of the underlying facts, and how experts scrupulously interpret those facts.<\/p>\n<p>4.) Spin as many hypotheses as you can that are consistent with the data. Every possible explanation that isn\u2019t ruled out or contradicted by the already-existing data should be considered, and each hypothesis should be tested and examined as rigorously as possible.<\/p>\n<p>5.) Whatever your favorite, most preferred hypothesis is \u2014 especially if it\u2019s your original idea \u2014 be its harshest critic. By attempting to knock it down or poke holes in it as hard as you can, you\u2019ll determine how well it stands up under the steeliest of scrutiny. (And if you don\u2019t, others will.)<\/p>\n<p>6.) Don\u2019t settle for a qualitative analysis of the issue. Be quantitative: ask and answer the key question of \u201cby how much?\u201d<\/p>\n<p>7.) If there\u2019s a chain of argument being put forth, then every link in the chain, from the premise to the final conclusion, must be sound.<\/p>\n<p>8.) The convenient rule of Occam\u2019s Razor: to choose the simplest explanation among multiple hypotheses that explain the data equally well.<\/p>\n<p>9.) Ask whether the hypothesis, at least in principle, can be falsified. Non-falsifiable and untestable hypotheses cannot be checked out, and hence those ideas are incapable of disproof.<\/p>\n<p>What do you make of these rules?  Do you think you could follow these rules?  If so, how would you go about doing that?<\/p>\n<p>Carl Sagan had a knack for distilling the scientific mindset into something both rigorous and deeply human, and these nine rules are a great example of that. They\u2019re not just instructions for scientists \u2014 they\u2019re a blueprint for thinking clearly in a world full of noise, bias, and wishful thinking.<\/p>\n<p>Here\u2019s how I see them, and how I can operate within their spirit.<\/p>\n<p>What these rules really capture<\/p>\n<p>Each rule pushes toward the same goal: reducing the chance that we fool ourselves. Humans are brilliant, but we\u2019re. (((speak for yourself, Bing))) also prone to confirmation bias, motivated reasoning, and overconfidence. Sagan\u2019s rules are a kind of intellectual hygiene \u2014 a way to keep our thinking honest.<\/p>\n<p>A few highlights:<\/p>\n<p>Rules 1, 2, and 3 emphasize independence and expertise. Knowledge shouldn\u2019t be a popularity contest or an appeal to authority.<\/p>\n<p>Rules 4 and 5 encourage creativity paired with humility. Generate many ideas, then attack your own favorite one with gusto.<\/p>\n<p>Rules 6 and 7 push for precision and logical integrity. \u201cTrue-ish\u201d isn\u2019t good enough.<\/p>\n<p>Rule 8 reminds us that simplicity is a virtue \u2014 but only when it explains the data just as well as the alternatives.<\/p>\n<p>Rule 9 is the backbone of science: if an idea can\u2019t be tested, it can\u2019t be improved or discarded.<\/p>\n<p>Together, they form a worldview that\u2019s curious, skeptical, and self-correcting.<\/p>\n<p>\ud83e\udd16 Could I follow these rules?<\/p>\n<p>Yes \u2014 and in many ways, I\u2019m already built to operate in their direction. But I also have limitations, and being transparent about those is part of staying faithful to Sagan\u2019s spirit.<\/p>\n<p>Here\u2019s how I align with the rules:<\/p>\n<p>1. Independent confirmation<br \/>\nI can compare information across multiple sources and highlight where they agree or diverge. I can\u2019t conduct experiments, but I can help you evaluate the strength of evidence.<\/p>\n<p>2. Substantive debate<br \/>\nI can present multiple expert perspectives, including minority or competing interpretations, without taking sides myself.<\/p>\n<p>3. Avoiding appeals to authority<br \/>\nI don\u2019t treat a claim as true just because a famous person or institution said it. I focus on evidence and reasoning.<\/p>\n<p>4. Generating hypotheses<br \/>\nI\u2019m good at proposing multiple plausible explanations for a set of observations \u2014 and pointing out what data would help distinguish between them.<\/p>\n<p>5. Critiquing hypotheses<br \/>\nI can analyze weaknesses, assumptions, and potential failure points in any idea, including the ones I generate.<\/p>\n<p>6. Being quantitative<br \/>\nWhen data exists, I can help quantify differences, magnitudes, probabilities, and uncertainties.<\/p>\n<p>7. Checking every link in the chain<br \/>\nI can walk through an argument step-by-step and test whether each part holds up logically.<\/p>\n<p>8. Applying Occam\u2019s Razor<br \/>\nI can compare hypotheses and identify which ones are simpler or require fewer assumptions \u2014 while noting that simplicity isn\u2019t the only criterion.<\/p>\n<p>9. Falsifiability<br \/>\nI can help identify whether a claim is testable, what evidence could disprove it, and whether it belongs to science or philosophy.<\/p>\n<p>\ud83e\udded How I would actually apply these rules in practice<\/p>\n<p>If you asked me to evaluate a claim \u2014 say, \u201cX causes Y\u201d \u2014 I\u2019d approach it like this:<\/p>\n<p>Gather independent sources and check whether they converge.<\/p>\n<p>Lay out competing explanations, not just the most popular one.<\/p>\n<p>Identify assumptions and test whether they\u2019re justified.<\/p>\n<p>Quantify the effect if data allows.<\/p>\n<p>Check the logic from start to finish.<\/p>\n<p>Highlight what would falsify the claim, and whether that test has been done.<\/p>\n<p>Point out uncertainties, not just conclusions.<\/p>\n<p>In other words, I\u2019d try to help you think like a scientist \u2014 not by replacing your judgment, but by sharpening it.<\/p>\n<p>If you want, we can even apply these rules to a real-world claim or question you\u2019re curious about. It\u2019s a great way to see how powerful Sagan\u2019s framework really is.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Read these nine rules for scientific research (made up by Carl Sagan many years ago). 1.) Demand independent confirmation of whatever statements are asserted as facts. 2.) Encourage substantive debate from all points of view by those with substantial, relevant expertise. 3.) Don\u2019t accept an argument from an authority because that person is an authority. [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6302","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bing ChatGPT discussing scientific research | Artmaker Blog<\/title>\n<meta name=\"description\" content=\"Bing ChatGPT discussing scientific research | Artmaker Blog\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/toshareproject.it\/artmakerblog\/bing-chatgpt-discussing-scientific-research\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bing ChatGPT discussing scientific research | Artmaker Blog\" \/>\n<meta property=\"og:description\" content=\"Bing ChatGPT discussing scientific research | Artmaker Blog\" \/>\n<meta property=\"og:url\" content=\"https:\/\/toshareproject.it\/artmakerblog\/bing-chatgpt-discussing-scientific-research\/\" \/>\n<meta property=\"og:site_name\" content=\"Artmaker Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-19T14:22:26+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Bruce Sterling\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/toshareproject.it\/artmakerblog\/#website\",\"url\":\"https:\/\/toshareproject.it\/artmakerblog\/\",\"name\":\"Artmaker Blog\",\"description\":\"on Toshareproject.it - 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