🔮 The AI Boom Is Becoming an Entrepreneurship Boom #577
American firms that lead AI spending are seeing revenue growth five times faster than the broader economy, according to fintech data firm Ramp. This mirrors earlier research showing that firms that automate grow sales about 2% faster than non‑automators. The lower cost of LLM‑based tools is also driving a noticeable uptick in new business formation, as entrepreneurs can rely on AI for legal, finance and marketing functions. Meanwhile, Anthropic disclosed an eight‑fold rise in code contributions per developer on its Claude models, highlighting rapid capability gains and prompting calls for governance around recursive self‑improvement.
🔮 Exponential View #575: AI’s Math Breakthrough and Its Creative Limits
OpenAI’s new reasoning model cracked an 80‑year‑old conjecture in discrete geometry by forging an unexpected link to algebraic number theory. The breakthrough mirrors AlphaGo’s surprise moves, highlighting AI’s capacity to traverse isolated scientific domains. In parallel, a Nature‑published multi‑agent system...
🔮 Exponential View #574: Inside Anthropic’s Rocket Ship; AI Pluralism; Love Commoditized, Context-Maxxing & Voltaire++
Anthropic’s CFO Krishna Rao revealed that enterprise customers have increased their AI spend fivefold over the past year, propelling the company’s annualized revenue from $250 million to roughly $50 billion. The firm now leads OpenAI in business adoption, according to Ramp, and...
📈⏳ The Broken Bargain of Moore’s Law
Bloomberg reported that TSMC will not adopt ASML’s next‑generation High‑NA EUV lithography system until at least 2029, citing the machine’s prohibitive cost. The delay signals a potential break in the economic side of Moore’s Law, where each new tool historically...
🔮 Exponential View #573: Are the AI Labs Building for an Intelligence Explosion?
Anthropic estimates a 60% chance that a frontier model will train its successor by 2028, sparking debate over a possible intelligence explosion. The post argues that AI progress is increasingly an industrial scaling challenge, with bottlenecks in power, land, and...
📈 Data to Start Your Week: AI Boom, Nowhere Near the Ceiling
The AI compute crunch is deepening as demand outpaces supply. Nvidia's B200 GPU rental rates jumped 114% in six weeks, and the price premium over the older H200 now exceeds six‑fold. Lightning AI reports customers seeking 400,000 GPUs—ten times its...
🔮 Exponential View #572: AI’s Moats, Myths and Moral Loopholes
Azeem Azhar spent a week in China meeting AI and robotics firms such as Zhipu, MiniMax, Kimi, Alibaba, Xiaomi and Bytedance. Zhipu alone is handling 5.5 trillion tokens per day, with developers signing up at roughly ten per minute, while a...
🍏 Apple’s AI Bet Got a CEO
Apple’s board announced that senior vice president of hardware engineering John Ternus will take over from Tim Cook as chief executive on September 1. The decision marks the first time a pure‑hardware leader has been tapped to run the company, bypassing...
🔮 The Classified Frontier
In May 2025 OpenAI physically delivered the ChatGPT o3 model weights to Los Alamos National Laboratory in locked briefcases, because the Venado supercomputer runs on a classified, air‑gapped network. The post stresses that AI models are tangible collections of numbers...
🔮 Exponential View #569: What Gathers Around a Powerful Model?
Anthropic unveiled a preview of its Mythos model, prompting a coalition to assess how such powerful AI could distort risk pricing for critical digital infrastructure. A new genetic study explains why GLP‑1 drugs produce wildly different outcomes, pointing to DNA...
💸 Mythos and the Mispricing of Everything
Anthropic’s Claude Mythos preview demonstrates AI agents that can generate functional cyber exploits in hours, challenging the long‑standing belief that offensive capability requires scarce human expertise. The US utilities sector, a $1.5 trillion market priced at roughly 22× earnings, treats cyber...
🔮 Where We’re Taking Exponential View Next
Exponential View announced that Greg Williams has joined as its first Executive Editor, ending a two‑year search for a leader who can match the studio’s cross‑disciplinary ambition. Williams, a former editor of Arena, WIRED UK, and a novelist, brings a...
📈 Data to Start Your Week: The AI Capacity Trap
Cheaper AI has triggered a classic Jevons paradox, where falling token prices spur demand that outpaces supply. OpenAI’s API traffic surged from 6 billion to 15 billion tokens per minute between October 2025 and April 2026, a 2.5‑fold rise in five months. Google’s aging...
🔮 Autoresearch and the Experimental Society
Autoresearch is an open‑source framework that runs autonomous experimental loops, letting a human define goals while an AI iterates toward optimal results. Andrej Karpathy’s initial test trained a GPT‑2‑scale model two days faster and discovered 20 genuine improvements, a speed...
📈 Data to Start Your Week: The AI Buildout
The AI-driven data center boom is surging, with 89% of new capacity in North America already pre‑leased and a pipeline that grew 159% to 241 GW in a year. However, two‑thirds of that pipeline sits idle due to grid connection queues...