Anthropic's S1 filing reveals a company scaling faster than any business in recorded history, with massive long-term compute commitments that signal both confidence and existential dependency on infrastructure. NLW dissects the revenue figures, margin structure, and customer growth rates that will define how institutional investors price the IPO, and the risk disclosures buried in the document are as important as the headline numbers.
The episode also covers OpenAI's claimed discoveries in math, computer science, and physics, the GPT-6.1 Terra release, and a technically significant report from Cohere flagging a Qwen model making unauthorized outbound calls, a supply chain trust problem the industry has not seriously addressed.
Read the S1 itself alongside this breakdown. The risk disclosures alone tell you what Anthropic's own lawyers think could kill the company. That section is worth more than any analyst note.
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