Sunday, August 14, 2022

Tweet Treats: AI in PRC, Semiconductors and the Russian War Machine, Wordcels are Midwits

Some recent tweets which might be of interest :-)

Thursday, August 11, 2022

Manifold Episode #18

You may have noticed the post earlier today about the episode with Amy Chua of Yale Law School. That episode has been removed by request of Amy's publisher. Her new book is not out until 2023 and she has been asked not to do any media until then. 

Wednesday, August 03, 2022

A Brief History of Hawking's Information Paradox (European Physics Letters)

This is a short review of our recent work on black hole information for European Physics Letters.
A Brief History of Hawking's Information Paradox 

European Physics Letters 139 (2022) 49001

Xavier Calmet and Stephen D. H. Hsu 

Abstract 
In this invited review, we describe Hawking's information paradox and a recently proposed resolution of it. Explicit calculations demonstrate the existence of quantum hair on black holes, meaning that the quantum state of the external graviton field depends on the internal state of the black hole. Simple quantum mechanics then implies that Hawking radiation amplitudes depend on the internal state, resulting in a pure final radiation state that preserves unitarity and, importantly, violates a factorization assumption which is central to the original paradox. Black hole information is encoded in entangled macroscopic superposition states of the radiation. 

DOI: 10.1209/0295-5075/ac81e8



From Conclusions:
... The radiation amplitudes computed by Hawking, which describe thermal radiation emitted from a black hole at temperature T, already describe a broad distribution of possible radiation types, spins, and momenta emitted at each stage. Thus, even in the semiclassical approximation there are many distinct patterns of radiation in (6). The set of possible final states is already complex even at leading order, resulting in very different coarse grained patterns of energy-momentum density. Small corrections to the amplitudes α(E, r) due to quantum hair do not qualitatively change this situation, but they are necessary to unitarize the evaporation and they determine the precise relations between components of the entangled state. 
Importantly, no special assumptions about the amplitudes α(E, r) need to be made to determine that the factorized form of the state (2) does not hold. Factorization is assumed in essentially every formulation of the information paradox, but in reality is violated because the external graviton state depends on the internal black hole state. 
Known quantum gravitational effects leading to quantum hair are extremely small and thus difficult to probe experimentally or detect via observations. We cannot prove that our solution to the information paradox is unique. However, the consequences of quantum hair lead, without any speculative theoretical assumptions, to plausible unitary evaporation of black holes. The properties of quantum hair and the evaporation amplitude (6) can be deduced using only long wavelength properties of quantum gravity – they do not rely on assumptions about Planck scale physics or a specific short distance completion. Therefore, Occam’s razor favors quantum hair.

Wednesday, July 27, 2022

Richard Lowery: The War for American Universities — Manifold #17

 

Richard Lowery is a professor of finance at the McCombs School of Business at the University of Texas, Austin. In this conversation, he describes the ideological climate of his university and the consequent negative effects on undergraduate education and freedom of expression on campus. 

Steve and Richard discuss: 

0:00 Richard Lowery's academic and political background  
9:01 Campus environment for academics and faculty members 
12:19 Cultural and political dynamics at academic institutions 
23:04 How students experience campus culture and political influences 
32:13 Public awareness and interest in campus culture 
35:50 What happened to the Liberty Institute at UT Austin 
53:44 Donor influence 
1:00:55 STEM professors: keep quiet, or else 
1:08:25 Lowery on the future of US universities 



Links: 

Richard Lowery at UT Austin: 

National Review coverage: 
 
Academic Freedom in Crisis: 





Monday, July 18, 2022

Quantum Hair and Black Hole Information, University of Amsterdam, 17 Jun 2022

 

As promised, video from my talk in Amsterdam. 

Seminar at the Institute of Physics, University of Amsterdam, 17 Jun 2022. 

Title: Quantum Hair and Black Hole Information 

Abstract: I discuss recent results concerning the quantum state of the gravitational field of a compact matter source such as a black hole. These results demonstrate the existence of quantum hair, violating the classical No Hair Theorems. I then discuss how this quantum hair affects Hawking radiation, allowing unitary evaporation of black holes. Small corrections to leading order Hawking radiation amplitudes, with weak dependence on the external graviton state, are sufficient to produce a pure final radiation state. The radiation state violates the factorization assumption made in standard formulations of the information paradox. These conclusions are consequences of long wavelength properties of quantum gravity: no special assumptions are made concerning short distance (Planckian) physics. 



Institute of Physics, University of Amsterdam:



Saturday, July 16, 2022

Meritocracy and Political Leadership in China

Putting this tweet thread here for future reference. If you read this blog you may want to follow me on Twitter as I sometimes say things there that might be of interest.

Thursday, July 14, 2022

Tim Palmer (Oxford): Status and Future of Climate Modeling — Manifold Podcast #16

 

Tim Palmer is Royal Society Research Professor in Climate Physics, and a Senior Fellow at the Oxford Martin Institute. He is interested in the predictability and dynamics of weather and climate, including extreme events. 

He was involved in the first five IPCC assessment reports and was co-chair of the international scientific steering group of the World Climate Research Programme project (CLIVAR) on climate variability and predictability. 

After completing his DPhil at Oxford in theoretical physics, Tim worked at the UK Meteorological Office and later the European Centre for Medium-Range Weather Forecasts. For a large part of his career, Tim has developed ensemble methods for predicting uncertainty in weather and climate forecasts. 

In 2020 Tim was elected to the US National Academy of Sciences. 

Steve, Corey Washington, and Tim first discuss his career path from physics to climate research and then explore the science of climate modeling and the main uncertainties in state-of-the-art models. 

In this episode, we discuss: 

00:00 Introduction 
1:48 Tim Palmer's background and transition from general relativity to climate modeling 
15:13 Climate modeling uncertainty 
46:41 Navier-Stokes equations in climate modeling 
53:37 Where climate change is an existential risk 
1:01:26 Investment in climate research 

Links: 
 
Tim Palmer (Oxford University) 

The scientific challenge of understanding and estimating climate change (2019) https://www.pnas.org/doi/pdf/10.1073/pnas.1906691116 

ExtremeEarth 

Physicist Steve Koonin on climate change


Note added
: For some background on the importance of water vapor (cloud) distribution within the primitive cells used in these climate simulations, see:


Low clouds trap IR radiation near the Earth, while high clouds reflect solar energy back into space. The net effect on heating from the distribution of water vapor is crucial in these models. However, due to the complexity of the Navier-Stokes equations, current simulations cannot actually solve for this distribution from first principles. Rather, the modelers hand code assumptions about fine grained behavior within each cell. The resulting uncertainty in (e.g., long term) climate prediction from these approximations is unknown.

Wednesday, July 06, 2022

WIRED: Genetic Screening Now Lets Parents Pick the Healthiest Embryos


This is a balanced and informative article in WIRED, excerpted from author Rachael Pells' forthcoming bookGenomics: How Genome Sequencing Will Change Our Lives.
WIRED: ... Companies such as Genomic Prediction are taking this process much further, giving parents the power to select the embryo they believe to have the best fighting chance of survival both in the womb and out in the world. At the time of writing, Genomic Prediction works with around 200 IVF clinics across six continents. For company cofounder Stephen Hsu, the idea behind preconception screening was no eureka moment, but something he and his peers developed gradually. “We kept pursuing the possibilities from a purely scientific interest,” he says. Over time sequencing has become cheaper and more accessible, and the bank of genetic data has become ever greater, which has provided the opportunity to easily apply machine learning programs to seek out patterns, Hsu explains. “You can have typically millions of people in one data set, with exact measurements of certain things about them—for instance how tall they are or whether they have diabetes—what we call phenotypes. And so it’s relatively straightforward to use AI to build genetic predictors of traits ranging from very simple ones which are only determined by a few genes, or a few different locations in the genome, to the really complicated ones.” As Hsu indicates, the crucial difference with this technology is that it’s not just single mutations like cystic fibrosis or sickle cell anemia that the service makes its calculations on. The conditions embryos are screened for can be extremely complicated, involving thousands of genetic variants across different parts of the genome. 
In late 2017, Hsu and his colleagues published a paper demonstrating how, using genomic data at scale, scientists could predict someone’s height to within an inch of accuracy using just their DNA. The research group later used the same method to build genomic predictors for complex diseases such as hypothyroidism, types 1 and 2 diabetes, breast cancer, prostate cancer, testicular cancer, gallstones, glaucoma, gout, atrial fibrillation, high cholesterol, asthma, basal cell carcinoma, malignant melanoma, and heart attacks. ...

Two useful references:

Polygenic Health Index, General Health, and Disease Risk 

Complex Trait Prediction: Methods and Protocols (Springer 2022)

Sunday, July 03, 2022

BLADE RUNNER - Commentary by Ridley Scott

 

Fascinating director's commentary by Ridley Scott. Video cued to start at a point where Scott talks about the conceptual background for the film. The subsequent ~15m are really great, including dreams of unicorns, memories of green, origami, Deckard as replicant.

He also mentions that he envisioned Alien and Blade Runner taking place in the same universe.
... a special feature on the Prometheus Blu-ray release makes the film even more interesting by tying it into the Blade Runner universe. Included as an entry in the journal of Peter Weyland (Guy Pearce), who in the film was obsessed with creating artificial life, is the following gem: 
A mentor and long-departed competitor once told me that it was time to put away childish things and abandon my “toys.” He encouraged me to come work for him and together we would take over the world and become the new Gods. That’s how he ran his corporation, like a God on top of a pyramid overlooking a city of angels. Of course, he chose to replicate the power of creation in an unoriginal way, by simply copying God. And look how that turned out for the poor bastard. Literally blew up in the old man’s face. I always suggested he stick with simple robotics instead of those genetic abominations he enslaved and sold off-world, although his idea to implant them with false memories was, well… “amusing,” is how I would put it politely.
Bonus: at 1h18m in the video, Tyrell cryogenically preserved at the heart of his great pyramid!

Thursday, June 30, 2022

Kishore Mahbubani: A Nuanced View of Asia & China's Rise — Manifold Podcast #15

 

Kishore Mahbubani is Distinguished Fellow at the Asia Research Institute, National University of Singapore. 

Kishore enjoyed two distinct careers: in diplomacy (1971 to 2004) and in academia (2004 to 2019). He is a prolific writer and speaker on geopolitics and East-West relations. He was twice Singapore’s Ambassador to the UN and served as President of the UN Security Council in January 2001 and May 2002. Mr. Mahbubani joined academia in 2004, when he was appointed the Founding Dean of the Lee Kuan Yew School of Public Policy (LKY School), NUS. He was Dean from 2004 to 2017. 

In this episode Steve and Kishore discuss: 

0:00 Introduction 
2:52 Upbringing in Singapore and Asia's rise 
11:35 How western thinking influences China-U.S. relations 
23:05 Is China a threat to U.S. hegemony in Asia? 
25:52 The United States' long-term strategy for China 
32:13 How trade with ASEAN influences U.S.-China relations 
40:58 Can ASEAN countries play a diplomatic role between U.S. and China 
43:05 Xi Jinping's leadership and the zero-sum view of China 

Links: 






This Dutch documentary, which also features Mahbubani, is an excellent complement to our conversation.

Thursday, June 23, 2022

Polygenic Health Index, General Health, and Disease Risk

New paper!

Informal summary: We built a polygenic health index using risk predictors weighted by lifespan impact of the specific disease condition. This index seems to characterize general health. Individuals with higher index scores have decreased disease risk across almost all 20 diseases (no significant risk increases), and longer calculated life expectancy. When estimated Disability Adjusted Life Years (DALYs) are used as the performance metric, the gain from selection among 10 individuals (highest index score vs average) is found to be roughly 4 DALYs. We find no statistical evidence for antagonistic trade-offs in risk reduction across these diseases. Correlations between genetic disease risks are found to be mostly positive and generally mild.
 
Polygenic Health Index, General Health, and Disease Risk 
We construct a polygenic health index as a weighted sum of polygenic risk scores for 20 major disease conditions, including, e.g., coronary artery disease, type 1 and 2 diabetes, schizophrenia, etc. Individual weights are determined by population-level estimates of impact on life expectancy. We validate this index in odds ratios and selection experiments using unrelated individuals and siblings (pairs and trios) from the UK Biobank. Individuals with higher index scores have decreased disease risk across almost all 20 diseases (no significant risk increases), and longer calculated life expectancy. When estimated Disability Adjusted Life Years (DALYs) are used as the performance metric, the gain from selection among 10 individuals (highest index score vs average) is found to be roughly 4 DALYs. We find no statistical evidence for antagonistic trade-offs in risk reduction across these diseases. Correlations between genetic disease risks are found to be mostly positive and generally mild. These results have important implications for public health and also for fundamental issues such as pleiotropy and genetic architecture of human disease conditions. 
https://www.medrxiv.org/content/10.1101/2022.06.15.22276102v1

Some figures:









Extrapolating the DALY gain vs Health Index score curve (top figure) to the entire human population (e.g., 10 billion people) results in +30 or +40 DALYs more than average, or something like 120 total years of life.  The individual with the highest Health Index score in the world is predicted to live about 120 years.


I wanted to use this in the paper but my collaborators vetoed me 8-)
The days of our years are threescore years and ten; and if by reason of strength they be fourscore years, yet is their strength labour and sorrow; for it is soon cut off, and we fly away 
Psalm 90:10

Monday, June 20, 2022

Amsterdam, Utrecht, Split, Hvar

Last week I was in Amsterdam and Utrecht to give seminars on quantum hair and black hole information at the Universities of Utrecht and Amsterdam. The organizers told me I was the first external visitor to give an in-person talk since the COVID lockdowns. 

The Utrecht seminar went over 2 hours (unfortunately, 't Hooft was away) and the other over 90 minutes. 

I will post video of the seminars at some point. 

Now I am at the John Bell Institute on Hvar, Croatia for a special workshop on the black hole information puzzle


This is the view of the Adriatic from the John Bell Institute, and the beach:



 


Institute of Physics, University of Amsterdam:



Thursday, June 16, 2022

Greg Clark: Genetics and Social Mobility — Manifold Episode #14

 

Gregory Clark is Distinguished Professor of Economics at UC-Davis. He is an editor of the European Review of Economic History, chair of the steering committee of the All-UC Group in Economic History, and a Research Associate of the Center for Poverty Research at Davis. He was educated at Cambridge University and received a PhD from Harvard University. His areas of research are long-term economic growth, the wealth of nations, economic history, and social mobility. 

Steve and Greg discuss: 

0:00 Introduction 
2:31 Background in economics and genetics 
10:25 The role of genetics in determining social outcomes 
16:27 Measuring social status through marriage and occupation 
36:15 Assortative mating and the industrial revolution 
49:38 Criticisms of empirical data, engagement on genetics and economic history 
1:12:12 Heckman and Landerso study of social mobility in US vs Denmark 
1:24:32 Predicting cognitive traits 
1:33:26 Assortative mating and increase in population variance 

Links: 

For Whom the Bell Curve Tolls: A Lineage of 400,000 English Individuals 1750-2020 shows Genetics Determines most Social Outcomes http://faculty.econ.ucdavis.edu/faculty/gclark/ClarkGlasgow2021.pdf 


A Farewell to Alms: A Brief Economic History of the World https://en.wikipedia.org/wiki/A_Farewell_to_Alms 


Sunday, June 12, 2022

Von Neumann: The Interaction of Mathematics and Computing, Stan Ulam 1976 talk (video)

 

Von Neumann: The Interaction of Mathematics and Computing, by Stan Ulam. 

See A History of Computing in the Twentieth Century, Edited by: N. METROPOLIS, J. HOWLETT and GIAN-CARLO ROTA.
 
More videos from the conference here. (Konrad Zuse!)

See at 50 minutes for an interesting story about von Neumann's role in the implosion mechanism for atomic bombs. vN apparently solved the geometrical problem for the shape of the explosive lens overnight after hearing a seminar on the topic. Still classified?
To solve this problem, the Los Alamos team planned to produce an “explosive lens”, a combination of different explosives with different shock wave speeds. When molded into the proper shape and dimensions, the high-speed and low-speed shock waves would combine with each other to produce a uniform concave pressure wave with no gaps. This inwardly-moving concave wave, when it reached the plutonium sphere at the center of the design, would instantly squeeze the metal to at least twice the density, producing a compressed ball of plutonium that contained about 5 times the necessary critical mass. A nuclear explosion would then result.
More here.

Saturday, June 11, 2022

Genomic Prediction on WHYY The Pulse

This 20 minute podcast segment is very well done. Congratulations to science journalist Teresa Carey.

 

 

Startup offers genetic testing that promises to predict healthiest embryo 
Aurea toddles around in her pink sparkly sneakers, climbing up the steps that, to her, are nearly waist high. Her tiny t-shirt is the epitome of how adorable she is. It says “you + me + snuggles.” Aurea’s father, Rafal Smigrodzki, watches over his little girl. He is clearly proud of her. “She’s very lively. I think she’s a pretty, pretty happy baby,” Smigrodzki said, “a very often smiley baby.” 
Of course, Smigrodzki thinks his baby is special — most parents do. But Aurea is indeed unique. She was born almost two years ago and happens to be the first child born as the result of a new type of genetic screening, which carefully selected her embryo. Smigrodzki and his girlfriend used in vitro fertilization and an advanced selection process from a startup called Genomic Prediction. 
The New Jersey startup offers genetic tests and promises to help prospective parents select embryos with the best possible genes. The company says its test can screen embryos for a variety of diseases and health conditions, like heart disease, diabetes, or breast cancer. 
Smigrodzki, a neurologist with a PhD in genetics, stumbled across the company in 2017. 
“I was always interested and reading about all kinds of new developments,” he said. “And just happened to read an article in the MIT Technology Review about Genomic Prediction.” 
...
For more information, see (audio + transcript): 

  

Thursday, June 02, 2022

John Mearsheimer: Great Powers, U.S. Hegemony, and the Rise of China — Manifold Podcast #13

 


This interview with John Mearsheimer was conducted in 2020 on the original Manifold podcast with Corey Washington and Steve Hsu. Parts of the conversation are prescient with respect to US-China relations and the situation in Ukraine. 

John Joseph Mearsheimer is an American political scientist and international relations scholar, who belongs to the realist school of thought. He is the R. Wendell Harrison Distinguished Service Professor at the University of Chicago. He has been described as the most influential realist of his generation. 

Mearsheimer is best known for developing the theory of offensive realism, which describes the interaction between great powers as being primarily driven by the rational desire to achieve regional hegemony in an anarchic international system. In accordance with his theory, Mearsheimer believes that China's growing power will likely bring it into conflict with the United States. 

Steve, Corey, and John discuss: 

0:00 A quick message for listeners 
1:21 Introduction 
2:39 Realist foreign policy worldview 
15:46 Proxy conflicts and the U.S. 
21:31 U.S. history: a moral hegemon, or just a hegemon? Zinn and Chomsky 
29:50 U.S.-China relationship, competing hegemonies? 
36:44 Will Europe become more united? 
41:23 China’s ambitions 
46:12 Europe’s fragmentation and population trends 
47:57 What drove U.S. interventions after the Cold War? 
51:36 Coalitions and U.S.-China competition 

Resources: John Mearsheimer - https://www.mearsheimer.com/ 

The Great Delusion: Liberal Dreams and International Realities - https://www.amazon.com/Great-Delusion-Liberal-International-Realities-ebook/dp/B07H3XRPQS

Sunday, May 29, 2022

Genomic Prediction in Bloomberg


A nice article in Bloomberg describing polygenic embryo selection in IVF: DNA Testing for Embryos Promises to Predict Genetic Diseases, by Carey Goldberg.
Bloomberg: Simone Collins knew she was pregnant the moment she answered the phone. ... Embryo 3, the fertilized egg that Collins and her husband, Malcolm, had picked, could soon be their daughter—a little girl with, according to their tests, an unusually good chance of avoiding heart disease, cancer, diabetes, and schizophrenia. 
This isn’t a story about Gattaca-style designer babies. No genes were edited in the creation of Collins’s embryo. The promise, from dozens of fertility clinics around the world, is just that the new DNA tests they’re using can assess, in unprecedented detail, whether one embryo is more likely than the next to develop a range of illnesses long thought to be beyond DNA-based predictions. It’s a new twist on the industry-standard testing known as preimplantation genetic testing, which for decades has checked embryos for rare diseases, such as cystic fibrosis, that are caused by a single gene. 
One challenge with leading killers like cancer and heart disease is that they’re usually polygenic: linked to many different genes with complex interactions. Patients such as Collins can now take tests that assess thousands of DNA data points to decode these complexities and compute the disease risks. Genomic Prediction, the five-year-old New Jersey company that handled the tests for her fertility clinic, generates polygenic risk scores, predicting in percentage terms each embryo’s chances of contracting each disease in the panel, plus a composite score for overall health. Parents with multiple embryos can then weigh the scores when deciding which one to implant. 
... 
This new form of genetic embryo testing appears to move humanity one step closer to control of its evolution. The $14 billion IVF industry brings more than 500,000 babies into the world each year, and with infertility rates rising, the market is expected to more than double this decade. Companies including Genomic Prediction bet many going into that process have seen enough loved ones suffer from a polygenic disease to want risk scoring. 
[ Note I think the number of IVF babies born worldwide each year is more like 1 million, but there is some uncertainty in estimates. ] 
... 
In December, Genomic Prediction doubled its venture funding to about $25 million and says it will use the cash to expand and add to its testing panel. Boston IVF, one of the biggest fertility networks in the US, recently started offering Genomic Prediction’s polygenic testing to its patients, says CEO David Stern. “Like anything else, you have early adopters,” he says. “We have had patients who worked in the biotech field or the Harvard milieu who came in and asked for it.” Stern predicts that, like egg freezing, polygenic embryo testing will grow slowly at first, but steadily, and eventually demand will reflect the powerful appeal of lowering a child’s odds for disease. 
...
Believers such as Collins and her husband support government subsidies for fertility and parenthood but aren’t interested in any conversation about slowing down. “This is about the people who care about giving their children every opportunity,” she says. “I do not believe that law or social norms are going to stop parents from giving their kids advantages.”

This article is well-written and informative. It covers polygenic screening from multiple perspectives: the parents who want a healthy child, the IVF doctors and genetic counselors who help the parents toward that goal, the scientists who study polygenic prediction and its ability to differentiate risk among siblings (i.e., embryos), the bioethicists who worry about a slippery slope to GATTACA.

An important point that is not discussed in the article (understandable, given the complexity of the topics listed above), is that precise genotyping of embryos leads to higher success rates in IVF.

... improved success rates resulting from higher accuracy in aneuploidy screening of embryos will affect millions of families around the world, and over 60% of all IVF families in the US.  
The SNP array platform allows very accurate genotyping of each embryo at ~1 million locations in the genome, and the subsequent bioinformatic analysis produces a much more accurate prediction of chromosomal normality than the older methods. 
Millions of embryos are screened each year using PGT-A, about 60% of all IVF embryos in the US. 
Klaus Wiemer is the laborator director for Poma Fertility near Seattle. He conducted this study independently, without informing Genomic Prediction. 
There are ~3000 embryos in the dataset, all biopsied at Poma and samples allocated to three testing labs A,B,C using the two different methods. The family demographics (e.g., maternal age) were similar in all three groups. Lab B is Genomic Prediction and A,C are two of the largest IVF testing labs in the world, using NGS. 
The results imply lower false-positive rates, lower false-negative rates, and higher accuracy overall from our methods. These lead to a significantly higher pregnancy success rate. 
The new technology has the potential to help millions of families all over the world.


This increase in pregnancy success rates was not something we directly aimed for -- rather, we were simply trying to get the most accurate characterization of chromosomal abnormality (aneuploidy) using the high precision genotype from our platform. After Dr. Wiemer surprised us with these results, it became plausible that significant increases in success rates per IVF cycle could still exist as low-hanging fruit. The ~3k embryos used in his study are considered a big sample size in fertility research, whereas in genomics today a big sample is hundreds of thousands or a million individuals. 

Prioritizing research in IVF using large sample sizes could plausibly raise success rates per cycle to, e.g., ~80%. The qualitative experience of parents using IVF will improve with average success rates, perhaps relieving much of the angst and uncertainty.

Thursday, May 19, 2022

Theodore A. Postol: Nuclear Weapons, Missile Technology, and U.S. Diplomacy — Manifold #12



Theodore A. Postol is professor emeritus of Science, Technology, and International Security at the Massachusetts Institute of Technology. He is widely known as an expert on nuclear weapons and missile technology. 

Educated in physics and nuclear engineering at MIT, he was a researcher at Argonne National Lab, worked at the Congressional Office of Technology Assessment, and was scientific advisor to the Chief of Naval Operations. 

After leaving the Pentagon, Postol helped to build a program at Stanford University to train mid-career scientists to study weapons technology in relation to defense and arms control policy. 

He has received numerous awards, including the Leo Szilard Prize from the American Physical Society for "incisive technical analysis of national security issues that [have] been vital for informing the public policy debate", the Norbert Wiener Award from Computer Professionals for Social Responsibility for "uncovering numerous and important false claims about missile defenses", and the Richard L. Garwin Award "that recognizes an individual who, through exceptional achievement in science and technology, has made an outstanding contribution toward the benefit of mankind." 

Steve and Ted discuss: 

0:00 Introduction 
2:02 Early life in Brooklyn, education at MIT, work at the Pentagon 
20:27 Reagan’s “Star Wars” defense plan 
28:26 U.S. influence on Russia and China’s second-strike capabilities 
54:41 Missile defense: vs nuclear weapons, scuds, anti-ship missiles (aircraft carriers), hypersonics 
1:11:42 Nuclear escalation and the status of mutually assured destruction 
1:32:24 Analysis of claims the Syrian government used chemical agents against their own people 
1:44:45 Media skepticism 


Resources: 

Theodore Postol at MIT 

A Flawed and Dangerous US Missile Defense Plan, G. Lewis and T. Postol, Arms Control Today 

Review Cites Flaws in US Antimissile Program, NY Times May 17 2010 

Improving US Ballistic Missile Defense Policy, G. Lewis and F. von Hippel, Arms Control Today, May 2018 

Whose Sarin? by Seymour Hersh (2013) 


Here is an excerpt from the transcript: 
Ted Postol: ... So, you've got to listen to Putin's voice dispassionately. And when you listen to him, he makes it clear numerous times, numerous times that he doesn't think American missile defense is a worth anything, but he also is worried about an American president who might believe otherwise, and who might take steps against Russia, that would then lead to an action-reaction cycle that would get us, get us all killed. 
In other words, he's not just worried about the system, whether it can work, he's worried about American political leadership and what they think, or if they think, or if they know. And that was, you know, I was very receptive to understanding that because that's exactly what I went through, you know, 30 years earlier when I was at the Pentagon, looking at this dog of a missile defense. 
And so, the Chinese look at this, they know the Americans are lying to them all the time. I could give you a good story about South Korea and the way we lied to the South Koreans and lied to the Chinese. 
I was really furious with that. That was under Secretary of State Hillary Clinton. And my view is... 
Steve: THAAD? 
Ted Postol: THAAD, right. THAAD in South Korea
And my view is if you're lying to an ally and you're lying, you know, I have very good friends. I'm very, very proud to say I have some very good friends who are high-level diplomats, and I've asked every one of them, would you lie in a negotiation? And every one of them has said, no. In other words, your credibility depends on your honesty. You might not say something that, you know, could be relevant to a negotiation relevant to your adversary's thinking, but you would never lie because your credibility will, you'll never be believed again. That's their view of this. 
And here we were under Hillary Clinton lying to an ally and lying to the Chinese, who I knew through my personal contacts, understood that we were lying to them. I know from personal contacts with the Chinese.  
So, how do you expect people to treat you when they know you're a liar? To me, it's just simple human relations. And, and I now understand that because I have friends who are both diplomats and soldiers, and I know, if you have to lie to make a point there's something wrong and you're, you're jeopardizing your credibility with other professionals if, if you do that. 
So, we should not be surprised that the Chinese are increasing their forces. 
And when Putin marched out this horrifying Poseidon underwater torpedo, could potentially carry a hundred megaton warhead. It's nuclear-powered. It can travel at some very high speed, 50, 60 knots or more, and then it can go quiet, sneak into a Harbor, know coastal Harbor and detonate underwater, and destroy out to 30 or 40 kilometers, a complete area, urban area. And he has this weapon. He made it obvious that he had it. He showed plans for it. 
Ted Postol: Well, what he was doing is he was saying to an American president who knows nothing. All right, assuming that the president knows nothing, that your missile defenses will not do anything about this weapon. That's what he did it for. He was an insurance policy toward bad decision-making by American political leadership. That's why he built that weapon. That's why he ordered that weapon built. 
So not because, I mean, he may be a monster. That's another issue, but it's not because he was a monster, it's because he made a strategic calculation that that kind of weapon would cause any person, even if they were totally without knowledge and thought of how missile defense could work, to understand that you will not escape retribution if you attack Russia. That's why that weapon was built.

Tuesday, May 17, 2022

Seminar on Black Hole Information and Quantum Hair, Yangzhou University (video)

 

Center for Gravitation and Cosmology, Yangzhou University (May 16 2022) 

There were several good questions at the end, and a discussion of the following rather fundamental topic.

In the conventional description of quantum measurement a pure state evolves into a mixed state, with probabilities of distinct outcomes (non-unitary von Neumann projection). 

See, e.g., 

Against Measurement (John Bell)


What Hawking suggested is that a black hole (i.e., gravity) causes pure states to evolve into mixed states. But if pure states already evolve into mixed states in ordinary quantum mechanics, why is it problematic for black hole physics (gravity) to have this effect? 


Title: Quantum Hair and Black Hole Information 

Abstract: I discuss recent results concerning the quantum state of the gravitational field of a compact matter source such as a black hole. These results demonstrate the existence of quantum hair, violating the classical No Hair Theorems. I then discuss how this quantum hair affects Hawking radiation, allowing unitary evaporation of black holes. Small corrections to leading order Hawking radiation amplitudes, with weak dependence on the external graviton state, are sufficient to produce a pure final radiation state. The radiation state violates the factorization assumption made in standard formulations of the information paradox. These conclusions are consequences of long wavelength properties of quantum gravity: no special assumptions are made concerning short distance (Planckian) physics.

Wednesday, May 11, 2022

Quantum Hair and Black Hole Information -- Quantum Gravity and All of That seminar series (video)

 

May 5 2022 talk in the international seminar series Quantum Gravity and All of That

The talk is pitched at a slightly more expert audience than previous versions I have given. 

There are interesting comments by and discussions with G. Veneziano, V. Rubakov, Suvrat Raju and others during the seminar. 

The Zoom client on ChromeOS does not allow me to see others in the meeting when I share my slides fullscreen. So at times I was not sure whose questions I was responding to! 


Title: Quantum Hair and Black Hole Information 
Abstract: I discuss recent results concerning the quantum state of the gravitational field of a compact matter source such as a black hole. These results demonstrate the existence of quantum hair, violating the classical No Hair Theorems. I then discuss how this quantum hair affects Hawking radiation, allowing unitary evaporation of black holes. Small corrections to leading order Hawking radiation amplitudes, with weak dependence on the external graviton state, are sufficient to produce a pure final radiation state. The radiation state violates the factorization assumption made in standard formulations of the information paradox. These conclusions are consequences of long wavelength properties of quantum gravity: no special assumptions are made concerning short distance (Planckian) physics.

Thursday, May 05, 2022

Raghuveer Parthasarathy: Four Physical Principles and Biophysics -- Manifold podcast #11

 

Raghu Parthasarathy is the Alec and Kay Keith Professor of Physics at the University of Oregon. His research focuses on biophysics, exploring systems in which the complex interactions between individual components, such as biomolecules or cells, can give rise to simple and robust physical patterns. 

Raghu is the author of a recent popular science book, So Simple a Beginning: How Four Physical Principles Shape Our Living World. 


Steve and Raghu discuss: 

0:00 Introduction 

1:34 Early life, transition from Physics to Biophysics 

20:15 So Simple a Beginning: discussion of the Four Physical Principles in the title, which govern biological systems 

26:06 DNA prediction 

37:46 Machine learning / causality in science 

46:23 Scaling (the fourth physical principle) 

54:12 Who the book is for and what high schoolers are learning in their bio and physics classes 

1:05:41 Science funding, grants, running a research lab 

1:09:12 Scientific careers and radical sub-optimality of the existing system 



Resources: 


Raghuveer Parthasarathy's lab at the University of Oregon - https://pages.uoregon.edu/raghu/ 
 
Raghuveer Parthasarathy's blog the Eighteenth Elephant - https://eighteenthelephant.com/


Added from comments:
key holez • 2 days ago 
It was a fascinating episode, and I immediately went out and ordered the book! One question that came to mind: given how much of the human genome is dedicated to complex regulatory mechanisms and not proteins as such, it seems unintuitive to me that so much of heritability seems to be additive. I would have thought that in a system with lots of complicated,messy on/off switches, small genetic differences would often lead to large phenotype differences -- but if what I've heard about polygenic prediction is right, then, empirically, assuming everything is linear seems to work just fine (outside of rare variants, maybe). Is there a clear explanation for how complex feedback patterns give rise to linearity in the end? Is it just another manifestation of the central limit theorem...?
steve hsu 
This is an active area of research. It is somewhat surprising even to me how well linearity / additivity holds in human genetics. Searches for non-linear effects on complex traits have been largely unsuccessful -- i.e., in the sense that most of the variance seems to be controlled by additive effects. By now this has been investigated for large numbers of traits including major diseases, quantitive traits such as blood biomarkers, height, cognitive ability, etc. 
One possible explanation is that because humans are so similar to each other, and have passed through tight evolutionary bottlenecks, *individual differences* between humans are mainly due to small additive effects, located both in regulatory and coding regions. 
To genetically edit a human into a frog presumably requires many changes in loci with big nonlinear effects. However, it may be the case that almost all such genetic variants are *fixed* in the human population: what makes two individuals different from each other is mainly small additive effects. 
Zooming out slightly, the implications for human genetic engineering are very positive. Vast pools of additive variance means that multiplex gene editing will not be impossibly hard...
This topic is discussed further in the review article: https://arxiv.org/abs/2101.05870

Tuesday, May 03, 2022

How We Learned, Then Forgot, About Human Intelligence... And Witnessing the Live Breakdown of Academia (podcast interview with Cactus Chu)

This is a long interview I did recently with Cactus Chu, a math prodigy turned political theorist and podcaster. (Unfortunately I can't embed the podcast here.)


Timestamps: 
3:24 Interview Starts  
15:49 Cactus' Experience with High Math People 
19:49 High School Sports 
21:26 Comparison to Intelligence 
26:29 Is Lack of Understanding due to Denial or Ignorance? 
29:29 The Past and Present of Selection in Academia 
37:02 How Universities Look from the Inside 
44:19 Informal Networks Replacing Credentials 
48:37 Capture of Research Positions 
50:24 Progressivism as Demagoguery Against the Self-Made 
55:31 Innumeracy is Common 
1:06:53 Understanding Innumerate People 
1:13:53 Skill Alignment at Cactus' High School 
1:18:12 Free Speech in Academia 
1:21:00 You Shouldn't Fire Exceptional People 
1:23:03 The Anti-Excellence Progressives 
1:28:42 Rawls, Nozick, and Technology 
1:34:00 Freedom = Variance = Inequality 
1:37:58 Dating Apps 
1:41:27 Jumping Into Social Problems From a Technical Background 
1:41:50 Steve's High School Pranks 
1:46:43 996 and Cactus' High School 
1:50:26 The Vietnam War and Social Change 
1:53:07 Are Podcasts the Future? 
1:59:37 The Power of New Things 
2:02:56 The Birth of Twitter 
2:07:27 Selection Creates Quality 
2:10:21 Incentives of University Departments 
2:16:29 Woke Bureaucrats 
2:27:59 Building a New University 
2:30:42 What needs more order? 
2:31:56 What needs more chaos?

An automated (i.e., imperfect) transcript of our discussion.

Here's an excerpt from the podcast:

Sunday, May 01, 2022

Complex Trait Prediction: Methods and Protocols (Springer 2022)


My research group contributed a chapter to this new book on Complex Trait Prediction (see below). The book is somewhat unique, covering applications to humans, plants, and animals all in a single volume. 
Complex Trait Prediction: Methods and Protocols (Springer Nature) 
Editors: 
Nourollah Ahmadi and Jérôme Bartholomé 
CIRAD, UMR AGAP Institut, Montpellier, France

 

About this book 
This volume explores the conceptual framework and the practical issues related to genomic prediction of complex traits in human medicine and in animal and plant breeding. The book is organized into five parts. Part One reminds molecular genetics approaches intending to predict phenotypic variations. Part Two presents the principles of genomic prediction of complex traits, and reviews factors that affect its reliability. Part Three describes genomic prediction methods, including machine-learning approaches, accounting for different degree of biological complexity, and reviews the associated computer-packages. Part Four reports on emerging trends such as phenomic prediction and incorporation into genomic prediction models of “omics” data and crop growth models. Part Five is dedicated to lessons learned from case studies in the fields of human health and animal and plant breeding, and to methods for analysis of the economic effectiveness of genomic prediction. 
Written in the highly successful Methods in Molecular Biology series format, the book provides theoretical bases and practical guidelines for an informed decision making of practitioners and identifies pertinent routes for further methodological researches. Cutting-edge and thorough, Complex Trait Predictions: Methods and Protocols is a valuable resource for scientists and researchers who are interested in learning more about this important and developing field.
Our article (pp 421–446):
From Genotype to Phenotype: Polygenic Prediction of Complex Human Traits 
T. Raben, L. Lello, E.Widen, and S. Hsu 
Decoding the genome confers the capability to predict characteristics of the organism (phenotype) from DNA (genotype). We describe the present status and future prospects of genomic prediction of complex traits in humans. Some highly heritable complex phenotypes such as height and other quantitative traits can already be predicted with reasonable accuracy from DNA alone. For many diseases, including important common conditions such as coronary artery disease, breast cancer, type I and II diabetes, individuals with outlier polygenic scores (e.g., top few percent) have been shown to have 5 or even 10 times higher risk than average. Several psychiatric conditions such as schizophrenia and autism also fall into this category. We discuss related topics such as the genetic architecture of complex traits, sibling validation of polygenic scores, and applications to adult health, in vitro fertilization (embryo selection), and genetic engineering.
Ungated arXiv version.

Previous discussion: 




See also Big Chickens.

Monday, April 25, 2022

Has Hawking's Black Hole Information Paradox Been Resolved? (Video of MSU Theory Seminar 4/22/2022)

 

Theory seminar at Michigan State University April 22 2022. 

Title: Has Hawking's Black Hole Information Paradox Been Resolved? 

Abstract: In 1976 Stephen Hawking argued that black holes cause pure states to evolve into mixed states. Put another way, quantum information that falls into a black hole does not escape in the form of radiation. Rather, it vanishes completely from our universe, thereby violating a fundamental property of quantum mechanics called unitarity. I give a pedagogical introduction to this paradox, suitable for non-experts. Then I discuss recent results concerning the quantum state of the gravitational field of a compact matter source. These results demonstrate the existence of quantum hair, violating the classical No Hair Theorems. I then discuss how this quantum hair affects Hawking radiation, allowing unitary evaporation of black holes. 

Thursday, April 21, 2022

Carl Zha: Xinjiang, Ukraine, and U.S.-China relations — Manifold podcast #10

 


Carl Zha is the host of the Silk and Steel podcast, which focuses on China, history, culture, and politics. He is a former engineer now based in Bali, Indonesia. 

Find Carl on Twitter @CarlZha


Steve and Carl discuss: 

1. Carl’s background: Chongqing to Chicago, Caltech to Bali, Life as a digital nomad 

2. Xinjiang (35:20) 

3. Ukraine (1:03:51) 

4. China-Russia relationship (1:16:01) 

5. U.S.-China competition (1:49:26) 


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