Anthropic says multiple AI agents working together beat single models by 90%. The catch? They use 15x more computing power. This trade-off between performance and cost might reshape how we build AI systems for complex tasks.
AI models typically learn by memorizing patterns, then researchers bolt on reasoning as an afterthought. A new method called Reinforcement Pre-Training flips this approach—teaching models to think during basic training instead.
The answer is easy: it's about ads. Chinese companies pour money into Facebook and Instagram ads, making up 10% of Meta's revenue last year. Giants like Shein and Temu led the charge, with Temu spending $3 billion on marketing in 2023 alone.
Trump's new tariffs threaten this cash flow. By scrapping the $800 duty exemption and raising tariffs on Chinese goods, he's made it harder for Chinese companies to sell cheap products to Americans. When these sellers struggle, their ad spending on Meta's platforms will likely drop.
Meta's CFO tried to calm investors by pointing out that most Chinese ad revenue comes from smaller advertisers. But that strategy backfired. As analyst Eric Seufert tells Isaac: "They don't just have to worry about Temu or Shein dropping off. They have to worry about everyone."
Why this matters:
Meta doesn't make hardware, but it depends on hardware sellers' ad money
Spreading risk across many Chinese advertisers made Meta more vulnerable when tariffs hit them all
Trump and Musk's $250 million political alliance collapsed in three hours Thursday, wiping $150 billion from Tesla's value as they traded accusations on social media. Their fight threatens America's space program and shows how personal feuds now shape policy.
Anthropic built secret AI models for U.S. spy agencies that handle classified data without refusing requests. The models already run at top security levels, creating the first AI designed for government secrets rather than consumer use.
Sahil Lavingia joined Elon Musk's government efficiency team with Silicon Valley confidence. Fifty-five days later, he got fired for telling reporters what he found inside. His account reveals who really ran DOGE—and why the VA surprised him.
Palmer Luckey got fired from Facebook for backing Trump. Now Meta needs his defense company to win a $22 billion military contract. The reunion changes everything.