George Galloway interviews Judge Napolitano. Who owns the Government in the U.S.

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The Psychology of Jeffrey Epstein: Power, Control, and Grooming. How Epstein Groomed Adults

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Robert Reich: Why does Trump attack unions so much?

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The Skeleton…

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John Mearsheimer: The Case for a Nuclear Iran

168,093 views Feb 25, 2026

John J. Mearsheimer is the R. Wendell Harrison Distinguished Service Professor of Political Science at the University of Chicago, where he has taught since 1982. Prof. Mearsheimer argues why Iran should be considered a rational actor, and why Iran should develop nuclear weapons as the ultimate deterrent.

Follow Prof. Glenn Diesen: Substack: https://glenndiesen.substack.com/ X/Twitter: https://x.com/Glenn_Diesen Patreon:   / glenndiesen  

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The Harvard Gazette: Enhance or Eliminate? How AI Will Likely Change These Jobs

Enhance or Eliminate? How AI Will Likely Change These Jobs

Research by Suraj Srinivasan finds that employers are seeking more AI-related skills in certain fields, while demand for structured and repetitive tasks is waning. Find out which roles will be augmented or automated in this interactive graphic.

Headshot of Suraj Srinivasan

Featuring Suraj Srinivasan. By Ana Elena Azpúrua on February 20, 2026.

  1. Harvard Business School
  2. Working Knowledge
  3. Enhance or Eliminate? How AI Will Likely Change These Jobs

Will generative AI replace your job or improve it? What has been the impact on the labor market so far?

After the public launch of ChatGPT in November 2022, job postings for occupations that involve lots of structured and repetitive tasks, likely replaceable by generative AI, decreased by 13%. Meanwhile, employer demand for jobs that require more analytical, technical, or creative work—potentially enhanced by artificial intelligence—grew 20%, according to a working paper coauthored by Harvard Business School Professor Suraj Srinivasan.

The findings offer early clues for how companies are adopting generative AI, which has sparked a corporate search for efficiency and existential dread among employees. The research team assessed job postings from 2019 through March 2025 using a large dataset that covers nearly all US vacancies.

“Rather than solely eliminating jobs, generative AI creates new demand in augmentation-prone roles, suggesting that human-AI collaboration is a key driver of labor market transformation,” says Srinivasan. The largest reductions were in the finance and technology sectors.

Srinivasan, the Philip J. Stomberg Professor of Business Administration, collaborated on the working paper “Displacement or Complementarity? The Labor Market Impact of Generative AI” with Wilbur Xinyuan Chen, of the Hong Kong University of Science and Technology, and Saleh Zakerinia of Ohio State University. The paper was first released in December 2024 and was updated in August.

Occupations with potential for AI augmentation handle tasks that can be automated using generative AI alongside other tasks that require human involvement. Those most prone to augmentation tend to involve greater use of social and hands-on technical skills. Microbiologists, financial analysts, and clinical neuropsychologists are three examples with high augmentation potential. In finance, as Srinivasan explains, investment managers and analysts use AI-powered tools to process and evaluate market data, but ultimately, their judgment and decision-making remain crucial.

The research team used OpenAI’s ChatGPT to categorize over 19,000 job tasks across more than 900 occupations, assessing their potential for automation through generative AI. They also constructed an augmentation score based on the share of exposed and unexposed tasks in each occupation.

https://flo.uri.sh/visualisation/25683904/embed?auto=1

https://flo.uri.sh/visualisation/25685234/embed?auto=1

The number of skills required for roles prone to automation are shrinking, the researchers found. They registered 7% fewer of those skills in job postings and also fewer skills emerging in these occupations. At the same time, they detected more AI-related skills—such as prompt writing or using AI tools—in jobs with high augmentation potential. As workflows transform with the new technology, new skills have also emerged.

The researchers note that the study focuses on the short-term impact of generative AI on the US labor market, so the effects on other regions or long-term impacts “remain uncertain as adoption scales.”

How companies integrate generative AI technologies is decisive for job loss or growth, the paper warns. Given that it impacts jobs differently, Srinivasan recommends that companies:

  • Invest in reskilling programs to transition workers to roles enhanced by AI. “Retraining is essential for jobs where generative AI is reducing skill diversity. In automation-prone occupations, workers may face displacement unless they develop non-automatable skills, such as judgment and interpersonal communication skills.”
  • Continuous upskilling in generative AI to leverage new tools. “In augmentation-prone occupations, generative AI is broadening skill requirements, increasing the demand for AI literacy, human-AI collaboration, and domain-specific AI applications.”

“Firms should view generative AI as an augmentation tool rather than merely a cost-cutting measure and align workforce training programs accordingly to support both job transitions and evolving skill demands,” says Srinivasan.

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Ana Elena Azpúrua, data visualization and graphics editor at HBS Working Knowledge

Illustrated portrait of Ana Azpúrua, a data visualizations editor at Harvard Business School's Working Knowledge online publication

Topics:

Artificial IntelligenceCareer and WorkplaceCompetency and SkillsData and TechnologyHuman ResourcesPerformanceTechnology Adoption

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The Harvard Gazette: After rare condition robbed drummer of ability to play music, science led him back. Comment: my blog is partially influenced by recommendations for improvements in health for people who have suffered from TBI (hearing vision 50% no taste no smell, amnesia et al), bipolar, anxiety, chronic fatigues, breast cancer (see book Fortune Favours the Brave on Amazon by Michelle Marcella Clarke). Hence this article is very important.

Christy DeSmith

Harvard Staff Writer

February 25, 2026 4 min read

After rare condition robbed drummer of ability to play music, science led him back

The first symptoms appeared during a concert.

In 2009, Satoshi Yamaguchi, a drummer with the Japanese rock quartet RADWIMPS, found himself lost during a familiar bridge.

“The sound stopped suddenly,” Yamaguchi recalled in a 2023 TV news interview with NHK World-Japan. “I wanted to use my right foot to hit the drum twice, but I ended with the first try. At that instant, my brain really drew a blank. I thought, ‘What’s going on?’”

It took five years to receive the diagnosis of musician’s dystonia, which causes involuntary muscle spasms. The neurological disorder, impacting roughly 1 percent of professional musicians globally, eventually forced Yamaguchi’s exit from the band he had co-founded in 2003. But it also opened a remarkable new chapter in the percussionist’s story.

In a recent event hosted by the Reischauer Institute of Japanese Studies, Yamaguchi recalled his journey from rock stardom to scientific researcher intent on solving the mysteries of his condition. He also showed off the voice-activated drum kit that enabled his return to live performance in 2024, nearly a decade after he left RADWIMPS.

“My children had only ever seen me play the drums on the screen,” Yamaguchi recalled, sharing a photo of his family of five. “This was the first time they heard me perform live.”

Key to Yamaguchi’s trajectory was drummer-turned-scientist Shinya Fujii of Keio University’s NeuroMusicLab. The pair, who met when Yamaguchi arrived as a visiting researcher in 2021, went on to pursue a series of academic inquiries into musician’s dystonia.

Their first paper, published in 2024, charted the disorder’s impact on Yamaguchi’s musicianship. The effects may seem subtle to the untrained ear. But when symptoms appeared, the researchers confirmed, the drummer fell out of rhythm with a metronome.

For Yamaguchi, the findings came as a relief. “When I was still active in the band, I had no way to share the difference or the struggle with the people around me,” he told a packed house at Smith Campus Center. “But through science, I was finally able to reveal the true nature of that ghost.”

“When I was still active in the band, I had no way to share the difference or the struggle with the people around me. But through science, I was finally able to reveal the true nature of that ghost.”Satoshi Yamaguchi

Inspired, Yamaguchi went on to conduct a large-scale survey of professional and amateur Japanese musicians. Results show musician’s dystonia is more prevalent among pros, with the right lower limbs most frequently afflicted.

Also uncovered was a potential link with the stress caused by in-ear metronomes, increasingly used in the music world by drummers, conductors, and other designated timekeepers. The devices dictate the rhythm of each piece, with a click track delivered directly to the eardrum.

“In recent years,” Yamaguchi explained, “large-scale live performance has evolved into a total entertainment experience that includes not only listening to performance, but also synchronizing the music with visuals, lighting, special effects, and programmed sound sources.”

In 2023, Yamaguchi moved to the Bay Area for a residency at Stanford University’s Center for Computer Research in Music and Acoustics. It was an unlikely place to discover the joys of taiko drumming, a traditional Japanese art form. He ended up performing in a 50th anniversary concert with the group San Jose Taiko.

The art form’s whole-body rhythms are taught orally — not via sheet music, Yamaguchi noted. While learning this way, he was struck by an idea. “What if I could use my voice to create the sound of the bass drum?” he recalled wondering. “My voice could become my instrument.”

Developed in collaboration with Yamaha, VXD is a bass-drum interface operated via vocal cues and throat sensor. Yamaguchi met privately last week with scientists from the Harvard Biodesign Lab, who wanted to understand how the system works. At the public event, Yamaguchi showed off VXD by playing a few RADWIMPS favorites.

An audience member gasped with delight when he started drumming “Sparkle,” featured in the 2016 hit anime film “Your Name.” Also performed were early releases “25-kome no senshokutai” (“The 25th Chromosome”) and “Iindesuka?” (“Is It Alright?”).

“Music has given me life,” Yamaguchi said near the end of his talk. “Music has also caused me pain. I lost it once, and then I found my way back to it — and it saved me.”

The event closed with the high-energy “Zenzenzense” (“Past Past Past Life”), which was also featured in “Your Name.” Yamaguchi pursed his lips into the microphone as he repeated the “don” syllable that triggers the VXD system’s bass drum. His right foot, pressed firmly to the floor, appeared as an anchor. The rest of his body was lifted by the beat.

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Axios: 250 Years. TRUMP TAUNTS DEMS at the 2026 State of the Union

Trump taunts Dems
 
President Trump’s State of the Union address last night. Photo: Kenny Holston/The New York Times

President Trump used last night’s State of the Union address to portray himself as America’s savior and protector, as the country marks its 250th birthday, Axios CEO Jim VandeHei says in a “Behind the Curtain” video. 

VandeHei says Trump “wanted to prove that he is the strong and patriotic one, and that Democrats, by contrast, are weak and weird. You saw this in the choreography from the moment he walked onto the stage until he left.”

The president “knows that while he’s unpopular, Democrats are equally unpopular. Democrats haven’t done a good job of proving themselves to be an acceptable alternative to Trump.”

“The most poignant moment was where he isolated on this idea of: Will you stand for U.S. citizens, or will you stand for illegal immigrants?” VandeHei added. 

“He just taunted and taunted the Democrats. He let it hang in the air for what felt like minutes — because he understood that the imagery of Democrats sitting down when he’s saying ‘stand up if you stand for U.S. citizens’ is brilliant politics.”Cover: New York Post 

Another moment to tuck away and think about, VandeHei says: Trump started to lay the predicate for war with Iran.

Trump said last night“One thing is certain: I will never allow the world’s No. 1 sponsor of terror — which they are by far — to have a nuclear weapon. Can’t let that happen.”

 Trump mostly dismissed Americans’ affordability concerns, Axios’ Neil Irwin and Courtenay Brown report.

Rather than present an I-feel-your-pain message paired with a litany of policy proposals, he argued that things are looking great.Watch the video … Follow Axios on YouTube.
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