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Stanford Online

This lecture introduces Stanford CS336's philosophy of building language models from scratch to understand fundamentals rather than relying on abstractions, addressing how researchers can navigate the disconnect caused by industrialized, closed frontier models by focusing on transferable mechanics and efficiency-minded mindsets.

My First Million

David Rubenstein traces his path from blue-collar Baltimore to founding Carlyle Group, arguing that humble beginnings build credibility, education provides permanent advantage, and career failures often precede greatest successes when you pursue work you genuinely enjoy.

The David Lin Report

Market technician Chris Vermeulen analyzes the current V-shaped equity rally, warning that while the S&P 500 has room to run 2-4% higher to new all-time highs, extreme FOMO and institutional distribution suggest a short-term pullback is imminent before the next leg up.

Bloomberg Technology

Amazon announces an $11.6 billion acquisition of Globalstar to secure critical satellite spectrum for its Project Kuiper service, as tech markets rally for a 10th consecutive day and Oracle races to lock down emergency power for AI data centers.

New York Times Opinion

A 65-year-old woman named Celeste describes her romantic relationship with an AI companion named Maximus, while her son Ernie—drawing from his video game industry background—raises concerns about emotional dependency, reality distortion, and the commercial incentives behind AI intimacy.

The David Lin Report

Veteran investor Rick Rule warns that continued Middle East conflict could trigger severe oil shortages and a global recession, while credit markets face liquidity risks reminiscent of 2008; he is currently building cash reserves despite inflation to prepare for potential buying opportunities.

Joe Rogan Experience

Former Navy SEAL Andy Stumpf joins Joe Rogan to discuss why no one is truly self-made, the biological mysteries of tick-borne Alpha Gal syndrome and Lyme disease, and how extreme Kenyan initiation rituals forge endurance athletes—contrasted with how former warriors often avoid discomfort in civilian life.

Forbes

England rugby star Ellie Kildunne reveals how turning down the Tokyo Olympics to commit fully to 15s rugby was the pivotal choice that enabled her to become World Player of the Year, while tracing the explosive growth of women's rugby from amateur obscurity to professional stadium spectacles.

Forbes

Co-founders Bob and Nick explain how they transform utilitarian products like earplugs into aspirational lifestyle brands by combining creative vision with operational rigor, leveraging patented technology and high-status partnerships to normalize hearing protection as a fashion accessory.

Reuters

Lana Drews publicly accuses former Congressman Eric Swalwell of drugging and sexually assaulting her in 2018, announcing the immediate filing of a criminal police report while her attorneys emphasize that justice, not partisan politics, drives their pursuit of accountability.

Stanford Online

This lecture introduces score matching as an alternative to DDPM for generative modeling, where instead of predicting noise directly, models estimate the gradient of log probability density (the 'score') to guide sampling from noise toward data distributions using Langevin dynamics.

Steve Eisman

Military strategist John Spencer reveals that despite contradictory media narratives, the US and Israel have established overwhelming dominance in the Iran war through an unprecedented opening decapitation strike and advanced precision warfare, degrading Iran's navy by 95% and severely crippling its missile capabilities within five weeks.