Rob Brooks retweeted
Glacials favored simple learning; interglacials complex teaching, but after ~200 ka culture increasingly escaped climate | Evolutionary Human Sciences | Cambridge Core - cup.org/4itN5Vu
Rob Brooks retweeted
Phones in school impair learning.
The results from a large randomized controlled trial involving 16,683 students across 10 higher education institutions found that phone bans improve students’ academic achievement, with particularly pronounced benefits for low-performing students.
The effect size of removing phones was about one third as big as the effect of changing from an average teacher a very good teacher for an entire academic year.
Students who experienced the in-class phone bans also became significantly more supportive of such restrictions and perceived them as beneficial. science.org/doi/10.1126/scie…
Rob Brooks retweeted
Most social media research has failed policy-makers
Research on social media use and adolescent mental health has shown mixed results, and has often yielded no evidence of a strong relationship. But such studies have largely ignored the ‘cost of missing out’ — the social cost of not belonging.
Children with higher social media use could be happier than their peers and, at the same time, social media use could cause a decline in collective well-being.
This is why most social media studies are not useful for informing policies.
For example, one cross-sectional study found that digital technology use explains only 0.4% of variation in adolescent well-being, and the authors caution against policy change. Yet this study was conducted entirely under conditions in which social media use is ubiquitous (scenario A). The change in well-being that would follow a move to a situation in which social media use is regulated (scenario B) simply cannot be estimated from such data.
nature.com/articles/s41562-0…
Rob Brooks retweeted
Hunter-gatherers are romanticized as naturally generous. But this generosity is the result of repeated resource extraction through forceful demands, complaints, ridicule, gossip and ostracism. Equality emerges from self-interest and coercion.
theconversation.com/hunter-g…
Rob Brooks retweeted
Massive replication study: Only 55% of 274 social-science findings successfully replicated.
Education was in first place, economics last, and psychology somewhere in between.
stevestewartwilliams.com/p/s…
Rob Brooks retweeted
Third question on AI.
A question that also remains unasked is whether the AI boom can continue without leading to a massive increase in inequality.
A recent paper by Stijn Van Nieuwerburgh runs the numbers on how much revenue the AI industry needs to generate to recover its massive investment (summary and a link to the paper can be found here: brookings.edu/articles/finan…).
Van Nieuwerburgh’s arithmetic should make us more concerned. AI investments will average about 3.6% of GDP annually between 2025 and 2032. Van Nieuwerburgh calculates that, using a 10% rate of return, the industry would need to generate annual revenues of about $3.7 trillion by 2032 to recover these costs (growing from its current levels of about $200 billion or so). That is significantly more than 10% of current US national income, and will likely remain around 10% of national income by 2032, even if GDP growth rose from its current level.
A large fraction of this revenue will go to capital income. That means a massive increase in the share of capital in national income, which has already risen substantially over the last 25 years or so – now standing at an all-time high of about 47% (bls.gov/news.release/pdf/pro…).
Capital income is much more unequally distributed than labor income, so a massive increase in the capital share of national income will translate into a very sizable surge in inequality.
The rise in inequality may not stop with the capital share. My work with Pascual Restrepo documents that (automation-driven) increases in the capital share of national income are typically associated with rising labor income inequality as well (see, for example, economics.mit.edu/sites/defa…). The same may happen in the next several years, boosting inequality further.
What is missing from our current debate is any discussion of a fundamental dilemma these numbers pose: can the AI boom avoid both an economically costly crash and a huge increase in inequality?
If the industry reaches these revenues, inequality surges. If the industry does not become profitable, a crash, with substantial costs in terms of lost output and jobs, becomes likely.
My assessment would be that the industry is unlikely to reach levels of revenue Van Nieuwerburgh calculates. First, diffusion has been and will likely continue to be slow. Second, competition from open-weight models, which are getting better, will limit how much proprietary models can charge. Third, despite important advances, I still believe that AI models will not be able to automate entire occupations anytime soon, thus limiting their value to businesses as cost-saving devices.
Whether this leads to a crash or not is more complicated and will depend on whether various AI companies are bailed out and what kind of support they receive.
Nevertheless, even if revenues fall short of these gargantuan amounts and we avoid a dramatic surge in inequality, I expect that the diffusion of AI will push up inequality between capital and labor and within labor.
If inequality does surge, a further question becomes central: can our democracy survive such astronomical levels of inequality?
Rob Brooks retweeted
My Open Letter to Scott Alexander, following his challenge to meet in a debating duel. quillette.substack.com/p/an-…
Rob Brooks retweeted
Replying to @wokeandwoofing @RichardDawkins
Rob Brooks retweeted
Yeah, a passable rock singer in a very limited and of-its-time band has died, but don't let the public songs of praise and obits get away without mentioning he was a racist, bigoted anti-modern Australia thug.
It’s a massive contribution! Well done!
Thrilled that #paper2agent is published in @nature today!
Scientific knowledge is traditionally stored in passive papers. Paper2Agent transforms papers into virtual authors that answer questions, apply its methods and collaborate w/ other paper agents to make new discoveries 🧵
Rob Brooks retweeted
When your research paper can talk to you and interact with other research papers....
Reimagining science publishing and knowledge dissemination with Paper2Agent
nature.com/articles/s41586-0…
@nature @james_y_zou @Jiacheng_Miao
Issue 20 of Artificial Intimacy News - has been a long time coming, but I'm getting back to regular newsletters.
Covers some incredible natural history of the future.
robbrooks.substack.com/p/art…
Rob Brooks retweeted
Animals use pheromones as chemical messengers to attract a mate or mark territory. But human sweat is very different. @Brooks_Rob @UQ_News @UNSW theconversation.com/skipping…
Insilico’s Co-CEO Has Big Hopes That Fibrosis Drug Can Reverse Aging Too wsj.com/tech/biotech/insilic… via @WSJ
“Let’s begin with Musk’s widely believed claim that AI will so raise productivity that we’ll be swimming in cheap stuff—so our problem will be deflation, not inflation. Right now, the reality of AI suggests the opposite.” niallferguson.substack.com/p…
Rob Brooks retweeted
As a researcher and editor who uses frontier models, it seems clear to me that they will radically change how research is peer-reviewed. And I think it will be for the better. In this post, I explain why.
optimallyirrational.com/p/ho…
Would Michelangelo’s David pass a looksmaxxing audit? theconversation.com/would-mi… via @ConversationEDU
Rob Brooks retweeted
An apt day to remember that Dolly Parton once recorded a cover of Stairway to Heaven - and, in defiance of every moral law in the universe, she absolutely owned it.
National Petition: Don't Let American Science Depend on OnlyFans onlymarms.movements.mov/pet/…





















