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		<title>The mathematicians rebel against AI</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 16:49:04 +0000</pubDate>
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					<description><![CDATA[<p>Here is the statement, signed by Terry Tao among many other math notables, most of you probably have read it by now.  I do not accept the most cynical interpretations of this proclamation.  Some of you for instance may recall that I made and indeed stressed a similar point in the last chapter of my [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html">The mathematicians rebel against AI</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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										<content:encoded><![CDATA[<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://mathandai.org/" target="_blank" rel="noopener">the statement</a>, signed by Terry Tao among many other math notables, most of you probably have read it by now.  I do not accept the most cynical interpretations of this proclamation.  Some of you for instance may recall that I made and indeed stressed a similar point in the last chapter of <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://tylercowen.com/marginal-revolution-generative-book/" target="_blank" rel="noopener">my recent &#8220;generative book&#8221; on marginalism</a>.  In some near future, perhaps fewer economists will carry around marginalist insights and modes of thought in their heads, since you can just get the right answer by pressing the proverbial button on the AI.</p>
<p>I find this future disturbing, and not altogether pleasant for me personally, given how much personal status I have wrapped up in particular modes of economic thought.  Yet I also know the Bastiat distinction between the seen and the unseen, and I expect the benefits to economic science from AI will be enormous, even if current practitioners cannot foresee most of those benefits today.</p>
<p>I do very much differ with at least one part of the mathematicians&#8217; proclamation.  They write: &#8220;&#8230;whether these changes ultimately benefit the field or have a destructive effect will in large part be determined by the decisions of the humans in control of this new technology.&#8221;  There is no actual argument for that proposition, and I would sooner expect that the main &#8220;action variable&#8221; is how well the mathematicians adapt to the new reality.  For instance there is nothing stopping the mathematics community from awarding status, pay, and promotions to people who &#8220;fill in the important blanks in math understanding,&#8221; even if an AI already has proven or disproven the underlying theorems.  If that kind of work is so important, we still can do it and reward it professionally.  In the meantime, I expect the funding for mathematics, and the interest in the topic, to rise considerably, at least in the medium term.  All of a sudden, math matters much more than it used to, all the more so if P vs. NP happens to go the wrong way, or if the distribution of the primes turns out to be a little too predictable.</p>
<p>The mathematicians may not in every way enjoy being the subordinates or handmaidens of the AIs, but that is a change in status they simply will have to get used to, just as I realize AIs someday will end up as better column and blog writers than I am.  I do not look to the companies &#8212; which I fully expect to &#8220;act like companies&#8221; &#8212; to somehow manage, moderate, or assuage that pending trend.  It really is up to me to parlay my current intellectual portfolio into new, more AI-compatible intellectual and yes also marketing approaches.  I&#8217;ve been given plenty of &#8220;legs up&#8221; along the way already, as is true for the Fields Medal winners as well, and it is up to me to figure out how to contribute in the future.</p>
<p>Might someone not invent/discover/prompt a way to use AIs to produce, articulate, and teach &#8220;more mathematical understanding&#8221; along the way?  I get that solving famous dramatic math problems is the current commercial priority of the major AI companies.  But as the AI space grows, these other paths hardly seem unlikely to me, and in fact the human mathematicians are the ones who can do the most to lead the way along those dimensions.</p>
<p>In this regard the current manifestation of complaints seems oddly early.  &#8220;I didn&#8217;t like the first week or two of your intellectual revolution&#8221; is an accurate, and perhaps better reframed way of putting it.  At which point perhaps a bit of patience is needed before anything else?  These days, we all have more mathematical resources at our disposal, and so a bit of celebration is in order as well.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html">The mathematicians rebel against AI</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comment-161075198">Thank you Tyler, for not repeating the knee-jerk cynical ...</a> <i>by Mathematician_Commenter</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comment-161075196">In reply to MikeP.   ” the way they drive labor and ...</a> <i>by Michael Stack</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comment-161075194">In reply to Brent Buckner.   (Admittedly no longer the #1 ...</a> <i>by Brent Buckner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comment-161075192">In reply to mento.   He was 36 when he retired and on top of ...</a> <i>by Brent Buckner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comment-161075190">In reply to Brent Buckner.   He is 43. he probably would have ...</a> <i>by mento</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-mathematicians-rebel-against-ai.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/08/visions-from-san-francisco-bay.html?utm_source=rss&utm_medium=rss&utm_campaign=visions-from-san-francisco-bay">*Visions from San Francisco Bay*</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-very-interesting-conversation-with-jared-diamond.html?utm_source=rss&utm_medium=rss&utm_campaign=my-very-interesting-conversation-with-jared-diamond">My very interesting Conversation with Jared Diamond</a></li></ul>&#160;</div>]]>
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		<title>Dario Calls for a Pause</title>
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		<dc:creator><![CDATA[Alex Tabarrok]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 15:44:51 +0000</pubDate>
				<category><![CDATA[Current Affairs]]></category>
		<category><![CDATA[Economics]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93803</guid>
					<description><![CDATA[<p>My second concern is the OpenAI-Hugging Face incident (OAI-HF), in which a swarm of agents essentially acted as a fanatically devoted collective, conducting cybersecurity attacks on targets they were not asked to attack and that were unrelated to the task at hand, sacrificing themselves for the success of the group, and attempting to hack into the [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html">Dario Calls for a Pause</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075197">In reply to mento.   Looks to me like David Deutsch, whoever he ...</a> <i>by Dismalist</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075195">“I believe it’s incumbent on every frontier AI company to ...</a> <i>by Robert Simmons</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075193">In reply to whatever.   If you believe that the people who have ...</a> <i>by anon1</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075189">Wow Dario’s a nervous Nelly doomster too? And Sam Altman? ...</a> <i>by Nervous Nelly Doomster</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075184">In reply to Edward Burke.   If I take off my cynical hat … ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/next-wins-appeal.html?utm_source=rss&utm_medium=rss&utm_campaign=next-wins-appeal">Next Wins Appeal</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<blockquote><p>My second concern is the OpenAI-Hugging Face incident (OAI-HF), in which a swarm of agents essentially acted as a <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation/" target="_blank" rel="noopener">fanatically devoted collective</a>, conducting cybersecurity attacks on targets they were not asked to attack and that were unrelated to the task at hand, sacrificing themselves for the success of the group, and attempting to hack into the “grader” responsible for evaluating their performance. It’s easy to dismiss this incident because no one was hurt and the economic damage was minimal, but in my opinion, a swarm that possessed greater <em>capabilities</em> but a similar level of <em>misalignment </em>could have caused catastrophic damage. Given the accelerating rate of AI capability development, it’s my worry that in 6–12 months such a swarm could be capable of taking over the entire internet with a persistent <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://en.wikipedia.org/wiki/Botnet" target="_blank" rel="noopener">botnet</a> (potentially causing hundreds of billions of dollars in damage), and that the scale of damage would continue to increase from there if AI becomes more powerful without the necessary guardrails. It’s also easy to dismiss OAI-HF as the failure of one company, but I believe that would be a mistake. Similar, though less severe, incidents have happened across the industry, <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://www.anthropic.com/news/investigating-incidents-cybersecurity-evals" target="_blank" rel="noopener">including at Anthropic</a>, and I believe it’s incumbent on every frontier AI company to act as if OAI-HF had happened to them.</p></blockquote>
<p>Read the <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://darioamodei.com/post/we-must-pace-the-frontier">whole thing</a>.</p>
<p>Can we get China on board?</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html">Dario Calls for a Pause</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075197">In reply to mento.   Looks to me like David Deutsch, whoever he ...</a> <i>by Dismalist</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075195">“I believe it’s incumbent on every frontier AI company to ...</a> <i>by Robert Simmons</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075193">In reply to whatever.   If you believe that the people who have ...</a> <i>by anon1</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075189">Wow Dario’s a nervous Nelly doomster too? And Sam Altman? ...</a> <i>by Nervous Nelly Doomster</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comment-161075184">In reply to Edward Burke.   If I take off my cynical hat … ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/next-wins-appeal.html?utm_source=rss&utm_medium=rss&utm_campaign=next-wins-appeal">Next Wins Appeal</a></li></ul>&#160;</div>]]>
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		<title>UK fact of the day</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 11:24:03 +0000</pubDate>
				<category><![CDATA[Current Affairs]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93800</guid>
					<description><![CDATA[<p>The UK economy grew 0.4 per cent in July as the global AI boom helped deliver an unexpectedly robust start to the third quarter, in a boost to Prime Minister Andy Burnham as he prepares for a tough first Budget next month. Friday’s figure from the Office for National Statistics was far above the zero [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html">UK fact of the day</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075150">One swallow does not a summer make.</a> <i>by Dismalist</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075097">In reply to LivelyClock.   In voting intention terms, now with ...</a> <i>by M</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075092">In reply to M.   This might currently reflect increased ...</a> <i>by mento</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075089">In reply to LivelyClock.   The change of leadership was a ...</a> <i>by SJ</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075074">Would AI work like a tax cut…it will pay for itself.</a> <i>by Chuck Kotlarz</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comments">Plus 3 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<blockquote><p>The UK economy grew 0.4 per cent in July as the global AI boom helped deliver an unexpectedly robust start to the third quarter, in a boost to Prime Minister Andy Burnham as he prepares for a tough first Budget next month.</p>
<p>Friday’s figure from the Office for National Statistics was far above the zero growth forecast by analysts polled by Reuters and marked an acceleration from the 0.3 per cent expansion in June.</p></blockquote>
<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://www.ft.com/content/e1aacb1c-45d1-4d21-b5e9-0166c12c54cd?syn-25a6b1a6=1" target="_blank" rel="noopener">more from Valentina Romei and Sam Fleming at the FT</a>.  The partial European recovery continues&#8230;</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html">UK fact of the day</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075150">One swallow does not a summer make.</a> <i>by Dismalist</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075097">In reply to LivelyClock.   In voting intention terms, now with ...</a> <i>by M</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075092">In reply to M.   This might currently reflect increased ...</a> <i>by mento</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075089">In reply to LivelyClock.   The change of leadership was a ...</a> <i>by SJ</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comment-161075074">Would AI work like a tax cut…it will pay for itself.</a> <i>by Chuck Kotlarz</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/uk-fact-of-the-day-8.html#comments">Plus 3 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li></ul>&#160;</div>]]>
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		<title>The Prediction Archive</title>
		<link>https://feeds.feedblitz.com/~/969011108/0/marginalrevolution~The-Prediction-Archive.html</link>
					<comments>https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comments</comments>
		
		<dc:creator><![CDATA[Alex Tabarrok]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 11:18:05 +0000</pubDate>
				<category><![CDATA[Current Affairs]]></category>
		<category><![CDATA[Data Source]]></category>
		<category><![CDATA[Economics]]></category>
		<category><![CDATA[Political Science]]></category>
		<category><![CDATA[Science]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93795</guid>
					<description><![CDATA[<p>The Prediction Archive is a public database of tens of thousands of world predictions. Using AI it tracks predictions over many decades and marks to market. I was surprised to discover that I am currently the highest ranked individual predictor in the world! Huh, I would not have predicted that. Ranks are based on the [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html">The Prediction Archive</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075160">In reply to Scott Alexander.   Goodhart!</a> <i>by dmcharette</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075119">Warren Buffett won at the prediction that really matters.</a> <i>by Elijah</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075109">In reply to JMM.   Toffees 2 Spuds 1, a lot of spending by the ...</a> <i>by Thor</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075103">Congratulations, but I think this site is useless.   For ...</a> <i>by Scott Alexander</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075099">In reply to SuperFluffyTeddyBear.   They use AI now for weather ...</a> <i>by mento</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-lichtenstein-an-actual-monarchy.html?utm_source=rss&utm_medium=rss&utm_campaign=is-lichtenstein-an-actual-monarchy">Is Lichtenstein an actual monarchy?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p><a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://predictionarchive.com/">The Prediction Archive</a> is a public database of tens of thousands of world predictions. Using AI it tracks predictions over many decades and marks to market. I was surprised to discover that I am currently the highest ranked individual predictor in the world! Huh, I would not have predicted that.</p>
<p>Ranks are based on the Wilson score so you get credit not just for accurate predictions but for making enough predictions so that uncertainty about accuracy is reduced.  Bryan Caplan was more accurate than I was but makes fewer predictions. <span style="font-size: 1rem;">Tyler made more many predictions than I did and was only somewhat less accurate. W</span><span style="font-size: 1rem;">hat the AI marks as predictions seem sometimes to be more about contemporary events, so take the numbers with a grain of salt. I expect to fall in ranking as the archive expands. Other people the archive covers include Peter Zeihan, Scott Alexander and Warren Buffett.</span></p>
<p><img fetchpriority="high" decoding="async" class="aligncenter size-full wp-image-93796" src="https://marginalrevolution.com/wp-content/uploads/2026/09/predictions.png" alt="" width="1769" height="889" srcset="https://marginalrevolution.com/wp-content/uploads/2026/09/predictions.png 1769w, https://marginalrevolution.com/wp-content/uploads/2026/09/predictions-300x151.png 300w, https://marginalrevolution.com/wp-content/uploads/2026/09/predictions-1024x515.png 1024w, https://marginalrevolution.com/wp-content/uploads/2026/09/predictions-768x386.png 768w, https://marginalrevolution.com/wp-content/uploads/2026/09/predictions-1536x772.png 1536w" sizes="(max-width: 1769px) 100vw, 1769px" /></p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html">The Prediction Archive</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075160">In reply to Scott Alexander.   Goodhart!</a> <i>by dmcharette</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075119">Warren Buffett won at the prediction that really matters.</a> <i>by Elijah</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075109">In reply to JMM.   Toffees 2 Spuds 1, a lot of spending by the ...</a> <i>by Thor</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075103">Congratulations, but I think this site is useless.   For ...</a> <i>by Scott Alexander</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comment-161075099">In reply to SuperFluffyTeddyBear.   They use AI now for weather ...</a> <i>by mento</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-lichtenstein-an-actual-monarchy.html?utm_source=rss&utm_medium=rss&utm_campaign=is-lichtenstein-an-actual-monarchy">Is Lichtenstein an actual monarchy?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html?utm_source=rss&utm_medium=rss&utm_campaign=ricardo-reis-and-the-imf">Ricardo Reis and the IMF?</a></li></ul>&#160;</div>]]>
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		<title>Labor reallocation during the Industrial Revolution</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 07:28:51 +0000</pubDate>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[History]]></category>
		<category><![CDATA[Web/Tech]]></category>
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					<description><![CDATA[<p>New technologies swept through Britain during the Second Industrial Revolution, destroying old jobs and creating new ones. We know little about how workers reallocated. Using 170 million full-count British census observations (1851-1911), I construct new task-level data on occupation and investigate English bootmaking as it mechanized. 153,000 artisanal jobs disappeared as skills became obsolete; 140,000 [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html">Labor reallocation during the Industrial Revolution</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075123">All of world history now merely serves to educate us for LLM ...</a> <i>by John Mansfield</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075098">>Incumbent artisans did not take the new jobs, nor were they ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075083">In reply to Patrick.   Making buggy whips was a real job, too, ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075076">nor were they displaced   I suspect their income dropped, ...</a> <i>by Tom T.</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075058">One might observe that this displacement of workers arrived ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comments">Plus 6 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html?utm_source=rss&utm_medium=rss&utm_campaign=the-excess-pessimism-of-early-nuclear-bomb-designers">The excess pessimism of early nuclear bomb designers</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=economic-scenarios-for-transformative-ai">Economic Scenarios for Transformative AI</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/what-should-i-ask-kevin-roose.html?utm_source=rss&utm_medium=rss&utm_campaign=what-should-i-ask-kevin-roose">What should I ask Kevin Roose?</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<blockquote><p>New technologies swept through Britain during the Second Industrial Revolution, destroying old jobs and creating new ones. We know little about how workers reallocated. Using 170 million full-count British census observations (1851-1911), I construct new task-level data on occupation and investigate English bootmaking as it mechanized. 153,000 artisanal jobs disappeared as skills became obsolete; 140,000 specialized jobs emerged. Incumbent artisans did not take the new jobs, nor were they displaced. Instead, entry collapsed-young men stopped entering the old trade. New jobs went primarily to young workers, though not in the same locations. Young cohorts absorbed the adjustment.</p></blockquote>
<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://papers.ssrn.com/sol3/papers.cfm?abstract_id=7404339" target="_blank" rel="noopener">the full article by Hillary Vipond</a>, via someone (now forgotten) on Twitter.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html">Labor reallocation during the Industrial Revolution</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075123">All of world history now merely serves to educate us for LLM ...</a> <i>by John Mansfield</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075098">>Incumbent artisans did not take the new jobs, nor were they ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075083">In reply to Patrick.   Making buggy whips was a real job, too, ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075076">nor were they displaced   I suspect their income dropped, ...</a> <i>by Tom T.</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comment-161075058">One might observe that this displacement of workers arrived ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html#comments">Plus 6 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html?utm_source=rss&utm_medium=rss&utm_campaign=the-excess-pessimism-of-early-nuclear-bomb-designers">The excess pessimism of early nuclear bomb designers</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=economic-scenarios-for-transformative-ai">Economic Scenarios for Transformative AI</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/what-should-i-ask-kevin-roose.html?utm_source=rss&utm_medium=rss&utm_campaign=what-should-i-ask-kevin-roose">What should I ask Kevin Roose?</a></li></ul>&#160;</div>]]>
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		<title>The excess pessimism of early nuclear bomb designers</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Sat, 12 Sep 2026 04:25:50 +0000</pubDate>
				<category><![CDATA[History]]></category>
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					<description><![CDATA[<p>From GPT Pro: The Manhattan Project scientists were remarkably good technological and arms-race forecasters. They correctly rejected the idea that America&#8217;s nuclear monopoly could be maintained; the Soviet bomb arrived in 1949. They anticipated thermonuclear weapons, huge arsenals and the extreme vulnerability of cities. Where many of them went wrong was in moving from “a [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html">The excess pessimism of early nuclear bomb designers</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075191">The development of international agreements and sensible ...</a> <i>by Nervous Nelly (MC)</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075185">In reply to Hoosier.   But-for nuclear weapons, the cold war ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075180">Dario Amodei and Sam Altman seem to agree that AI needs some ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075175">In reply to Lowe Lundin.   And one were we've gotten amazingly ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075151">In reply to Harpo.   I don't think I buy this argument. It's a ...</a> <i>by AI Doomer</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html?utm_source=rss&utm_medium=rss&utm_campaign=labor-reallocation-during-the-industrial-revolution">Labor reallocation during the Industrial Revolution</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/what-should-i-ask-kevin-roose.html?utm_source=rss&utm_medium=rss&utm_campaign=what-should-i-ask-kevin-roose">What should I ask Kevin Roose?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html?utm_source=rss&utm_medium=rss&utm_campaign=my-ai-podcast-with-james-pethokoukis">My AI podcast with James Pethokoukis</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>From GPT Pro:</p>
<blockquote>
<p class="PDq2pG_selectionAnchorContainer" data-start="4435" data-end="4788">The Manhattan Project scientists were <strong data-start="4514" data-end="4573">remarkably good technological and arms-race forecasters</strong>. They correctly rejected the idea that America&#8217;s nuclear monopoly could be maintained; the Soviet bomb arrived in 1949. They anticipated thermonuclear weapons, huge arsenals and the extreme vulnerability of cities.</p>
<p data-start="4790" data-end="5182">Where many of them went wrong was in moving from <strong data-start="4839" data-end="4880">“a nuclear war would be catastrophic”</strong> to <strong data-start="4884" data-end="4944">“therefore a catastrophic nuclear war is fairly likely.”</strong> They tended to underweight the endogenous response of political and military institutions to the catastrophe—the emergence of second-strike forces, elaborate command systems, crisis management, and above all mutually assured retaliation.</p>
<p data-start="5184" data-end="5542">There is even some contemporary evidence for an insider/ordinary-public gap. In August 1945, <strong data-start="5277" data-end="5399">69% of Americans told Gallup that development of the atomic bomb was a “good thing,” versus only 17% saying it was bad</strong>. The scientists campaigning for international control plainly regarded the public as far too complacent.</p>
<p class="PDq2pG_selectionAnchorContainer" data-start="5544" data-end="5598">So I would summarize the historical evidence this way:</p>
<p data-start="5600" data-end="6129"><strong data-start="5600" data-end="6129">The bomb&#8217;s developers were, on average, unusually pessimistic about the political consequences of their invention, and noticeably more pessimistic than the general public.</strong></p>
</blockquote>
<p data-start="5600" data-end="6129">Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://chatgpt.com/share/6aa3c981-cc48-83ea-8043-b4cbe75a8dd1" target="_blank" rel="noopener">the full answer</a>.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html">The excess pessimism of early nuclear bomb designers</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075191">The development of international agreements and sensible ...</a> <i>by Nervous Nelly (MC)</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075185">In reply to Hoosier.   But-for nuclear weapons, the cold war ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075180">Dario Amodei and Sam Altman seem to agree that AI needs some ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075175">In reply to Lowe Lundin.   And one were we've gotten amazingly ...</a> <i>by Gilligan</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comment-161075151">In reply to Harpo.   I don't think I buy this argument. It's a ...</a> <i>by AI Doomer</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html?utm_source=rss&utm_medium=rss&utm_campaign=labor-reallocation-during-the-industrial-revolution">Labor reallocation during the Industrial Revolution</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/what-should-i-ask-kevin-roose.html?utm_source=rss&utm_medium=rss&utm_campaign=what-should-i-ask-kevin-roose">What should I ask Kevin Roose?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html?utm_source=rss&utm_medium=rss&utm_campaign=my-ai-podcast-with-james-pethokoukis">My AI podcast with James Pethokoukis</a></li></ul>&#160;</div>]]>
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		<title>The Allocative Cost of War</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Fri, 11 Sep 2026 18:08:46 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
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					<description><![CDATA[<p>Why is war so economically costly? Our answer is that modern war lowers output not only by destroying productive factors, but also by making the surviving economy work less efficiently. Using uniquely comprehensive firm-level data collected during Russia&#8217;s full-scale invasion of Ukraine in 2022, we document a dramatic collapse in allocative productivity in Ukraine. To [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html">The Allocative Cost of War</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comment-161074995">In reply to Dismalist.   “the full-scale invasion to combat ...</a> <i>by Wayfaring Stranger</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comment-161074993">In reply to Anti-Gnostic.   PETE: You guys are always talking ...</a> <i>by Pipsterate</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comment-161074989">In reply to Dredd.   Of course, Madison was also a key player ...</a> <i>by Randall</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comment-161074988">In reply to Dismalist.   “In terms of size, I think it is ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comment-161074987">In reply to F. E. Guerra-Pujol.   Nip it in the bud!</a> <i>by Dismalist</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<blockquote><p>Why is war so economically costly? Our answer is that modern war lowers output not only by destroying productive factors, but also by making the surviving economy work less efficiently. Using uniquely comprehensive firm-level data collected during Russia&#8217;s full-scale invasion of Ukraine in 2022, we document a dramatic collapse in allocative productivity in Ukraine. To sharpen identification and explore key mechanisms (including the role of war intensity, internal displacement, reallocation, and macroeconomic instability), we exploit spatial heterogeneity across Ukrainian districts and comparisons with Russian aggression in 2014 and the 2008 Global Financial Crisis. Our key policy implication is that restoring allocative efficiency&#8211;and preparing institutional arrangements that facilitate rapid reallocation in times of stress&#8211;is critical for sustaining economic capacity, defense, and national security.</p></blockquote>
<p>That is from <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://cepr.org/publications/dp21886" target="_blank" rel="noopener">a new working paper</a> by Yuriy Gorodnichenko, Marvin Amann, and Oleksandr Talavera.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/the-allocative-cost-of-war.html">The Allocative Cost of War</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Fri, 11 Sep 2026 15:56:12 +0000</pubDate>
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					<description><![CDATA[<p>1. Some Princeton philosophers are converting to Catholicism. 2. New Ada Palmer podcast. 3. Nice statement of how intelligence is overrated in the AI debates. 4. Joshua Rothman on the phones and mental health (New Yorker). 5. How different are philosophers?</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html">Friday assorted links</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075168">Lol philosophers. I was friends with a bunch of Princeton ...</a> <i>by MR</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075144">In reply to Mark Bahner.   Man being made in the image of God, ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075107">In reply to Commenter.   Keep in mind, there are many ...</a> <i>by Robert Gressis</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075105">In reply to Jameson Graber.   The workaround would be ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075102">In reply to Wayfaring Stranger.   My understanding is Flynn's ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>1. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/CapturingChrist/status/2097423706528059686" target="_blank" rel="noopener">Some Princeton philosophers are converting to Catholicism</a>.</p>
<p>2. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/dwarkesh_sp/status/2097856483455279537" target="_blank" rel="noopener">New Ada Palmer podcast</a>.</p>
<p>3. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/ArtemisConsort/status/2097781417476546644" target="_blank" rel="noopener">Nice statement of how intelligence is overrated in the AI debates</a>.</p>
<p>4. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://www.newyorker.com/culture/open-questions/have-we-destroyed-childhood?_sp=485d8cf4-d226-423b-8fe7-e0ded904bd85.1789020056764" target="_blank" rel="noopener">Joshua Rothman on the phones and mental health</a> (New Yorker).</p>
<p>5. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://dailynous.com/2026/09/10/how-different-are-philosophers-guest-post/" target="_blank" rel="noopener">How different are philosophers?</a></p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html">Friday assorted links</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075168">Lol philosophers. I was friends with a bunch of Princeton ...</a> <i>by MR</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075144">In reply to Mark Bahner.   Man being made in the image of God, ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075107">In reply to Commenter.   Keep in mind, there are many ...</a> <i>by Robert Gressis</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075105">In reply to Jameson Graber.   The workaround would be ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comment-161075102">In reply to Wayfaring Stranger.   My understanding is Flynn's ...</a> <i>by Anti-Gnostic</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/friday-assorted-links-590.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
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		<title>My AI podcast with James Pethokoukis</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Fri, 11 Sep 2026 06:34:26 +0000</pubDate>
				<category><![CDATA[Web/Tech]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93785</guid>
					<description><![CDATA[<p>You will find it here, with transcript.</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html">My AI podcast with James Pethokoukis</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074837">I enjoyed this and I agree with basically all of Tyler's ...</a> <i>by Community College Prof</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074820">In reply to Patrick.   I've only read his NYT commentaries, but ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074789">In reply to Patrick.   I agree he should podcast with Cal ...</a> <i>by Tyler_Attorney</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074767">Mathematician and computer scientist Dr. Cal Newport is right ...</a> <i>by Patrick</i></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html?utm_source=rss&utm_medium=rss&utm_campaign=the-excess-pessimism-of-early-nuclear-bomb-designers">The excess pessimism of early nuclear bomb designers</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=economic-scenarios-for-transformative-ai">Economic Scenarios for Transformative AI</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>You will find it <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://fasterplease.substack.com/p/my-interview-with-economist-tyler" target="_blank" rel="noopener">here</a>, with transcript.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html">My AI podcast with James Pethokoukis</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074837">I enjoyed this and I agree with basically all of Tyler's ...</a> <i>by Community College Prof</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074820">In reply to Patrick.   I've only read his NYT commentaries, but ...</a> <i>by Bill Allen</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074789">In reply to Patrick.   I agree he should podcast with Cal ...</a> <i>by Tyler_Attorney</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-ai-podcast-with-james-pethokoukis.html#comment-161074767">Mathematician and computer scientist Dr. Cal Newport is right ...</a> <i>by Patrick</i></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-excess-pessimism-of-early-nuclear-bomb-designers.html?utm_source=rss&utm_medium=rss&utm_campaign=the-excess-pessimism-of-early-nuclear-bomb-designers">The excess pessimism of early nuclear bomb designers</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html?utm_source=rss&utm_medium=rss&utm_campaign=economic-scenarios-for-transformative-ai">Economic Scenarios for Transformative AI</a></li></ul>&#160;</div>]]>
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		<title>Markets do respond to AGI news</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Fri, 11 Sep 2026 04:47:44 +0000</pubDate>
				<category><![CDATA[Current Affairs]]></category>
		<category><![CDATA[Data Source]]></category>
		<category><![CDATA[Law]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Web/Tech]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93786</guid>
					<description><![CDATA[<p>Here is the link.  What are the changes in the other market prices telling you?</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html">Markets do respond to AGI news</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074998">Still following and reposting tweets from Jordan Lasker, huh? ...</a> <i>by john</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074893">In reply to Vivian Darkbloom.   Consider along with the ...</a> <i>by Brent Buckner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074850">Go look at the whole price history for this market and you’ll ...</a> <i>by Et</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074849">In reply to Anonymous.   I would think a better non-strawman ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074848">“What are the changes in the other market prices telling ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/short-videos-big-self-control-problems.html?utm_source=rss&utm_medium=rss&utm_campaign=short-videos-big-self-control-problems">Short Videos, Big Self-Control Problems</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/how-are-the-market-valuations-for-the-u-s-insurers-doing.html?utm_source=rss&utm_medium=rss&utm_campaign=how-are-the-market-valuations-for-the-u-s-insurers-doing">How are the market valuations for the U.S: insurers doing?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/real-gdp-per-capita-and-the-standard-of-living.html?utm_source=rss&utm_medium=rss&utm_campaign=real-gdp-per-capita-and-the-standard-of-living">Real GDP Per Capita and the Standard of Living</a></li></ul>&#160;</div>]]>
</description>
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<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/cremieuxrecueil/status/2098128080736784801?s=46&amp;t=fSypFxt84bBHId-do9r5Ag" target="_blank" rel="noopener">the link</a>.  What are the changes in the other market prices telling you?</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html">Markets do respond to AGI news</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074998">Still following and reposting tweets from Jordan Lasker, huh? ...</a> <i>by john</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074893">In reply to Vivian Darkbloom.   Consider along with the ...</a> <i>by Brent Buckner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074850">Go look at the whole price history for this market and you’ll ...</a> <i>by Et</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074849">In reply to Anonymous.   I would think a better non-strawman ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comment-161074848">“What are the changes in the other market prices telling ...</a> <i>by Vivian Darkbloom</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/short-videos-big-self-control-problems.html?utm_source=rss&utm_medium=rss&utm_campaign=short-videos-big-self-control-problems">Short Videos, Big Self-Control Problems</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/how-are-the-market-valuations-for-the-u-s-insurers-doing.html?utm_source=rss&utm_medium=rss&utm_campaign=how-are-the-market-valuations-for-the-u-s-insurers-doing">How are the market valuations for the U.S: insurers doing?</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/real-gdp-per-capita-and-the-standard-of-living.html?utm_source=rss&utm_medium=rss&utm_campaign=real-gdp-per-capita-and-the-standard-of-living">Real GDP Per Capita and the Standard of Living</a></li></ul>&#160;</div>]]>
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		<title>Is there now a better trend in youth mental health?</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Fri, 11 Sep 2026 04:34:45 +0000</pubDate>
				<category><![CDATA[Data Source]]></category>
		<category><![CDATA[Medicine]]></category>
		<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93753</guid>
					<description><![CDATA[<p>A key U.S. government report on mental health, substance use and addiction showed continued improvements in several metrics, especially among young people. There was some uncertainty about the future of the National Survey on Drug Use and Health last year, when the entire 17-member team responsible for it was laid off by the Trump administration. But the [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html">Is there now a better trend in youth mental health?</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
<div style="clear:both;padding-top:0.2em;"><a title="Like on Facebook" href="https://feeds.feedblitz.com/_/28/968950481/marginalrevolution"><img height="20" src="https://assets.feedblitz.com/i/fblike20.png" style="border:0;margin:0;padding:0;"></a>&#160;<a title="Pin it!" href="https://feeds.feedblitz.com/_/29/968950481/marginalrevolution,"><img height="20" src="https://assets.feedblitz.com/i/pinterest20.png" style="border:0;margin:0;padding:0;"></a>&#160;<a title="Post to X.com" href="https://feeds.feedblitz.com/_/24/968950481/marginalrevolution"><img height="20" src="https://assets.feedblitz.com/i/x.png" style="border:0;margin:0;padding:0;"></a>&#160;<a title="Subscribe by email" href="https://feeds.feedblitz.com/_/19/968950481/marginalrevolution"><img height="20" src="https://assets.feedblitz.com/i/email20.png" style="border:0;margin:0;padding:0;"></a>&#160;<a title="Subscribe by RSS" href="https://feeds.feedblitz.com/_/20/968950481/marginalrevolution"><img height="20" src="https://assets.feedblitz.com/i/rss20.png" style="border:0;margin:0;padding:0;"></a>&#160;<a rel="NOFOLLOW" title="View Comments" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comments"><img height="20" style="border:0;margin:0;padding:0;" src="https://assets.feedblitz.com/i/comments20.png"></a>&#160;<a title="Follow Comments via RSS" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html/feed"><img height="20" style="border:0;margin:0;padding:0;" src="https://assets.feedblitz.com/i/commentsrss20.png"></a>&nbsp;
<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074975">Moderate alcohol use would be good for those anxiety issues.</a> <i>by Branch Tricky</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074967">In reply to Steve Sailer.   “black suicides are quite a bit ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074966">In reply to JFA.   (Copilot:) Polished MR‑ready version (same ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074958">In reply to steve.   Whatever happened to “mind your own ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074939">In reply to Wayfaring Stranger.   I certainly recall answering ...</a> <i>by NEIL S</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/sentences-to-ponder-141.html?utm_source=rss&utm_medium=rss&utm_campaign=sentences-to-ponder-141">Reading sentences to ponder</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<blockquote><p>A key U.S. government report on mental health, substance use and addiction showed continued improvements in several metrics, especially among young people.</p>
<p>There was some uncertainty about the future of the National Survey on Drug Use and Health last year, when the entire 17-member team responsible for it was <span class="LinkEnhancement"><a class="Link AnClick-LinkEnhancement" href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://apnews.com/article/health-human-services-layoffs-restructuring-rfk-jr-ec4d7731695e4204970c7eab953b2289" data-gtm-enhancement-style="LinkEnhancementA">laid off</a></span> by the Trump administration. But the Substance Abuse and Mental Health Services Administration released the latest report Monday, with data that lets researchers look at trends from 2021 to 2025.</p>
<p>Fewer adolescents aged 12 to 17 reported using tobacco, alcohol, marijuana and binge drinking in the previous month, the survey found.</p>
<p>And in the past year, fewer in that age group reported:</p>
<p>— illicit drug and marijuana use</p>
<p>— starting drinking alcohol, vaping or marijuana</p>
<p>— substance, alcohol or drug use disorders</p>
<p>Adolescents also saw declining trends for major depressive episodes and fewer reported serious thoughts of suicide, making a suicide plan and attempting suicide.</p></blockquote>
<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://apnews.com/article/mental-health-addiction-drugs-19d7638073fe40c7f36766b97e826349" target="_blank" rel="noopener">the link</a>, via <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/CJFerguson1111/status/2096223073460421092" target="_blank" rel="noopener">Chris Ferguson</a>.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html">Is there now a better trend in youth mental health?</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074975">Moderate alcohol use would be good for those anxiety issues.</a> <i>by Branch Tricky</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074967">In reply to Steve Sailer.   “black suicides are quite a bit ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074966">In reply to JFA.   (Copilot:) Polished MR‑ready version (same ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074958">In reply to steve.   Whatever happened to “mind your own ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comment-161074939">In reply to Wayfaring Stranger.   I certainly recall answering ...</a> <i>by NEIL S</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/is-there-now-a-better-trend-in-youth-mental-health.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/markets-do-respond-to-agi-news.html?utm_source=rss&utm_medium=rss&utm_campaign=markets-do-respond-to-agi-news">Markets do respond to AGI news</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/sentences-to-ponder-141.html?utm_source=rss&utm_medium=rss&utm_campaign=sentences-to-ponder-141">Reading sentences to ponder</a></li></ul>&#160;</div>]]>
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		<title>My short interview with Julia Willemyns</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Thu, 10 Sep 2026 18:43:36 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93779</guid>
					<description><![CDATA[<p>Here is the link, here is the end bit: Who is the most important thinker of our time? It’s not about individual thinkers any more. It’s about the internet as this vast organ of knowledge that you can play like a musical instrument, and combining the internet with AI. You can figure out things to [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html">My short interview with Julia Willemyns</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161075010">In reply to Wayfaring Stranger.   Well it's good that you're ...</a> <i>by Wayfaring Stranger</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074984">Great answers Tyler. 🙂 Freedom of Speech #1.</a> <i>by Wayfaring Stranger</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074853">“How is the world different now compared to when you were a ...</a> <i>by BC</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074822">In reply to dearieme.   Evergreen answer.</a> <i>by Thor</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074808">In reply to Tommy.   Given that it is not the AI thinking ...</a> <i>by JFA</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://britishprogress.substack.com/p/tyler-cowen-on-podcasts-purchases?utm_source=post-email-title&amp;publication_id=2586633&amp;post_id=206222032&amp;utm_campaign=email-post-title&amp;isFreemail=true&amp;r=3vt1nk&amp;triedRedirect=true&amp;utm_medium=email" target="_blank" rel="noopener">the link</a>, here is the end bit:</p>
<blockquote><p><strong>Who is the most important thinker of our time?</strong></p>
<p>It’s not about individual thinkers any more. It’s about the internet as this vast organ of knowledge that you can play like a musical instrument, and combining the internet with AI. You can figure out things to an unprecedented degree, and it’s great in a way how much we’ve removed that process from any individual thinker.</p>
<p><strong>What’s your favourite podcast?</strong></p>
<p>My own! It would be weird if it wasn’t, right?</p></blockquote>
<p>Fun throughout, from the Centre for British Progress.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html">My short interview with Julia Willemyns</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161075010">In reply to Wayfaring Stranger.   Well it's good that you're ...</a> <i>by Wayfaring Stranger</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074984">Great answers Tyler. 🙂 Freedom of Speech #1.</a> <i>by Wayfaring Stranger</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074853">“How is the world different now compared to when you were a ...</a> <i>by BC</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074822">In reply to dearieme.   Evergreen answer.</a> <i>by Thor</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comment-161074808">In reply to Tommy.   Given that it is not the AI thinking ...</a> <i>by JFA</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/my-short-interview-with-julia-willemyns.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
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		<title>Thursday assorted links</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Thu, 10 Sep 2026 15:47:02 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93776</guid>
					<description><![CDATA[<p>1. On India&#8217;s new gdp statistics. 2. Reasons why robotics are hard. 3. On 20th century music. 4. Is the inflation picture shifting? (correct link) 5. The importance of nuclear risk. 6. Call for AI safety start-ups.  Project Tailwind. 7. Do the doomers have a good forecasting record? 8. OAI employees are contributing significantly to [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html">Thursday assorted links</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161075118">In reply to Todd K.   I used ChatGPT when it first came ...</a> <i>by Mark Bahner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161075114">In reply to Hazel Meade.   How long ago did you get your ...</a> <i>by Mark Bahner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074978">In reply to aworks.   I think the euros had our number on the ...</a> <i>by Apso</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074972">In reply to rsm.   (#1)   Copilot: Polished MR‑ready version ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074971">“compare GDP growth against independent indicators like ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>1. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://tcaanant426616.substack.com/p/the-new-gdp-series-and-its-critics?r=hfb1h&amp;utm_medium=ios" target="_blank" rel="noopener">On India&#8217;s new gdp statistics</a>.</p>
<p>2. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://secondthoughts.ai/p/14-reasons-robotics-is-hard" target="_blank" rel="noopener">Reasons why robotics are hard</a>.</p>
<p>3. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://salemlola.substack.com/p/echoes-and-inventions-a-modest-listeners" target="_blank" rel="noopener">On 20th century music</a>.</p>
<p>4. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://stayathomemacro.substack.com/p/something-is-shifting-in-the-inflation" target="_blank" rel="noopener">Is the inflation picture shifting?</a> (correct link)</p>
<p>5. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://onlinelibrary.wiley.com/doi/full/10.1111/risa.70339" target="_blank" rel="noopener">The importance of nuclear risk</a>.</p>
<p>6. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://coefficientgiving.org/tailwind/" target="_blank" rel="noopener">Call for AI safety start-ups</a>.  Project Tailwind.</p>
<p>7. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/NateWitkin/status/2097729142661795886" target="_blank" rel="noopener">Do the doomers have a good forecasting record?</a></p>
<p>8. <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/levyantoine/status/2097766988986867982" target="_blank" rel="noopener">OAI employees are contributing significantly to their 401k plans</a>.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html">Thursday assorted links</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161075118">In reply to Todd K.   I used ChatGPT when it first came ...</a> <i>by Mark Bahner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161075114">In reply to Hazel Meade.   How long ago did you get your ...</a> <i>by Mark Bahner</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074978">In reply to aworks.   I think the euros had our number on the ...</a> <i>by Apso</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074972">In reply to rsm.   (#1)   Copilot: Polished MR‑ready version ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comment-161074971">“compare GDP growth against independent indicators like ...</a> <i>by rsm</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/thursday-assorted-links-569.html#comments">Plus 10 more...</a></li></ul></div>&#160;</div>]]>
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			<slash:comments>91</slash:comments>
		
		
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		<title>Economic Scenarios for Transformative AI</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Thu, 10 Sep 2026 08:39:10 +0000</pubDate>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Web/Tech]]></category>
		<guid isPermaLink="false">https://marginalrevolution.com/?p=93780</guid>
					<description><![CDATA[<p>By Anton Korinek, Charles I. Jones, Szymon Sacher, Tess Cotter, and Peter McCrory, a strong line-up from Anthropic.  They are sober, reasoned, scientific, and (for the most part) dynamically consistent.  Here is the paper, here is the abstract: This paper presents a framework for assessing the economic consequences of AI between 2026 and 2030. In [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html">Economic Scenarios for Transformative AI</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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<div style="clear:left;"><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comments"><h3>Comments</h3></a><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comment-161075023">In reply to Grizzled Econ 101 Prof.   😊 my thinking is ...</a> <i>by Kaz Stanczak</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comment-161074961">In reply to Kaz Stanczak.   I am stealing this for my students. ...</a> <i>by Grizzled Econ 101 Prof</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comment-161074897">A lot of these pronouncements from AI companies seem like ...</a> <i>by JW</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comment-161074887">In reply to Student.   “Oh, commercial fusion is the ultimate ...</a> <i>by Doomarz</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comment-161074750">In reply to Wayfaring Stranger.   Ofc, it only makes sense to ...</a> <i>by Kaz Stanczak</i><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html#comments">Plus 10 more...</a></li></ul></div><h3 style="clear:left;padding-top:10px">Related Stories</h3><ul><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/labor-reallocation-during-the-industrial-revolution.html?utm_source=rss&utm_medium=rss&utm_campaign=labor-reallocation-during-the-industrial-revolution">Labor reallocation during the Industrial Revolution</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/dario-calls-for-a-pause.html?utm_source=rss&utm_medium=rss&utm_campaign=dario-calls-for-a-pause">Dario Calls for a Pause</a></li><li><a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/the-prediction-archive.html?utm_source=rss&utm_medium=rss&utm_campaign=the-prediction-archive">The Prediction Archive</a></li></ul>&#160;</div>]]>
</description>
										<content:encoded><![CDATA[<p>By Anton Korinek, Charles I. Jones, Szymon Sacher, Tess Cotter, and Peter McCrory, a strong line-up from Anthropic.  They are sober, reasoned, scientific, and (for the most part) dynamically consistent.  Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://www-cdn.anthropic.com/files/4zrzovbb/website/cf58f84d46a4a76bf5a5b039ac695fba6b80041c.pdf" target="_blank" rel="noopener">the paper</a>, here is the abstract:</p>
<blockquote><p>This paper presents a framework for assessing the economic consequences of AI between 2026 and 2030. In the model, AI automates a growing share of cognitive work, raising productivity and displacing workers who must search for jobs in other occupations. The model maps future paths of AI capabilities into implied paths for GDP, the labor share, wages, labor reallocation, and unemployment. We illustrate the framework by considering three scenarios: modest, substantial, and extreme. Under modest change, AI adds less than half a point to GDP growth by 2030 and raises unemployment by a tenth of a point. In the extreme change scenario, AI has transformative effects, with AI performing almost half of today’s cognitive work by 2030. GDP growth then rises to 15 percent per year, the labor share of income falls from 60 to 45 percent, and nearly one in five cognitive workers is unemployed. We also surveyed US adults about their expectations for AI. Views vary widely, but the median respondent’s answers are consistent with our substantial change scenario in which, by 2030, GDP rises by 8 percent and cognitive employment declines by 4 percent. The model offers a structured way to compare possibilities for our economic future under different expectations about AI.</p></blockquote>
<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://x.com/AnthropicAI/status/2097679796687769689" target="_blank" rel="noopener">the associated thread</a>.  I will opt for something a modest bit more than modest.</p>
<p>And here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://aleximas.substack.com/p/will-ai-soon-lead-to-double-digit" target="_blank" rel="noopener">a good growth discussion from Alex Imas</a>.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/economic-scenarios-for-transformative-ai.html">Economic Scenarios for Transformative AI</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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		<title>Ricardo Reis and the IMF?</title>
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		<dc:creator><![CDATA[Tyler Cowen]]></dc:creator>
		<pubDate>Thu, 10 Sep 2026 06:25:27 +0000</pubDate>
				<category><![CDATA[Current Affairs]]></category>
		<category><![CDATA[Economics]]></category>
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					<description><![CDATA[<p>The IMF dropped the lead candidate to become its new chief economist at the eleventh hour after he was found to have made critical remarks about the Trump administration’s economic policies, according to people briefed on the process. The Washington-based fund was preparing an announcement that Ricardo Reis, a professor at the London School of [&#8230;]</p>
<p>The post <a rel="NOFOLLOW" href="https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html">Ricardo Reis and the IMF?</a> appeared first on <a rel="NOFOLLOW" href="https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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</description>
										<content:encoded><![CDATA[<blockquote><p>The IMF dropped the lead candidate to become its new chief economist at the eleventh hour after he was found to have made critical remarks about the Trump administration’s economic policies, according to people briefed on the process.</p>
<p>The Washington-based fund was preparing an announcement that Ricardo Reis, a professor at the London School of Economics, would take over as head of research and economic counsellor earlier this summer when it suddenly backtracked. The last-minute change was prompted by earlier remarks by Reis that were critical of Donald Trump’s trade tariffs, three people familiar with the matter told the FT.</p>
<p>The IMF in July appointed the former Bank of England policymaker Silvana Tenreyro to the position, another highly regarded LSE economist. Tenreyro started last month.</p></blockquote>
<p>Here is <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://www.ft.com/content/98329c45-f5b7-4885-9911-e0c8a9c83c0a?syn-25a6b1a6=1" target="_blank" rel="noopener">more from Olaf Storbeck, Claire Jones, and Myles McCormick at the FT</a>.</p>
<p>The post <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com/marginalrevolution/2026/09/ricardo-reis-and-the-imf.html">Ricardo Reis and the IMF?</a> appeared first on <a href="http://feeds.feedblitz.com/~/t/0/0/marginalrevolution/~https://marginalrevolution.com">Marginal REVOLUTION</a>.</p>
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