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AI Boom is Proven. $50 Trillion Companies within 3 Years

The AI-Driven Valuation Explosion will go beyond Nvidia $5 Trillion. In May 2026, we have multiple companies valued at $3–6 trillion. We will have $10 trillion companies by the end of 2026 and $50 trillion companies by 2028. NVIDIA (~$5.2T), Alphabet (~$4.6T), Apple (~$4.5T), and Microsoft (~$3.3T), with Amazon close behind at ~$2.9T. This is ... Read more
Recent posts

How Has Anthropic Become the Top AI Company?

Theo is an AI practitioner. He and his team use the AI to code for their own startup. He personally uses over $500/month of API compute and members of his team use $2000/month. He indicates the shift for Anthropic was Claude 4.5 becoming really useful. The pricing then shifted and they bumped everyone up by ... Read more

Anthropic Costs and Profit Margins

Anthropic is likely at 75-90% profit margin most of the time on user subscriptions. Most users are likely in the 10-50% usage levels and some don’t use it all just like stored balance credit cards. This means that AI data center operators at 60-80% profit margin or chip and memory makers in the same range ... Read more

Anthropic Claude 4.8

Anthropic has introduced Claude Opus 4.8. It builds on Opus 4.7 with improvements across benchmarks, and is a more effective collaborator. It’s available today for the same price. Opus 4.8 launches alongside several new features. Users on claude.ai now have control over the amount of effort Claude puts into a task. Claude Code has a ... Read more

Elon and SpaceX Have Made AI Training 10 Times Faster

Elon is saying SpaceX built its own super-optimized AI training software from scratch in the C programming language. It is 10 times faster than Google JAX framework. It’s designed to run on a massive cluster of 220,000 cutting-edge NVIDIA GB300 GPUs connected by ultra-fast 800G networks. They use pipeline parallelism and get as close to ... Read more

Critical Insights Days Before the SPACEX IPO

Elon Musk and SpaceX Have the High Ground. How much will that matter? SpaceX already has almost all of the satellites and launches. He will is making them ten to 100 times better in the year or two. Are the bears right when they say that SpaceX will only be a bit more profitable than ... Read more

Have Industries, World and GDP Have Been Transformed Before?

I have an article about replatforming and how business can become radically bigger, faster and more profitable with new technologies and processes. But here we focus on actual transformation and step changes to the world and industries. The Industrial revolution had 10-20X the annual GDP growth rate of the Agrarian or pre-industrial ages. The stone ... Read more