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Jeanne DeWitt Grosser, COO of Vercel, reports 90% automation of inbound sales development, a support agent handling 93% of cases, a 32x ROI on the sales development agent, & a total annual infrastructure bill in the single-digit thousands. Vercel took its inbound SDR team from 10 to 1.25. The bottleneck is not the mode
Amodei asked the industry to pace itself, but nobody defined the word. Five camps answered : interpretability wants time to understand models, labor wants time for workers, the economic camp wants growth to service the debt, the geopolitical camp wants position against China, & the regulatory capture camp wants no new
OpenAI disclosed that its researchers now supervise 3.14 agent-workdays for every 8-hour human workday. Rather than making programmers three times smarter, software development is turning into a 24-hour factory where inference behaves like heavy tooling capex running multiple shifts.
AI token consumption expands in three waves : chat, a single agent, & a meta-harness orchestrating many agents. Each wave multiplies consumption not through faster generation but through parallelization, & the second wave has already overtaken the first.
Meta's Muse Spark 1.3 prices inference at two levels : $1.25/$4.25 per million tokens for private data, & $0.10/$0.20 for training consent : a 92% price spread. Michael Mauboussin taught that market prices contain information about underlying expectations. This spread establishes a liquid clearing price of $1.24/m toke
Hyperscalers & data center operators will issue an estimated $4t in debt over the next five years to finance AI infrastructure. This credit expansion equals 286% of US commercial paper, 143% of global private credit, & 91% of the US municipal bond market, transforming AI infrastructure into a macroeconomic credit cycle
Automating draft scaffolding does not shrink human editing time; it raises the output ceiling. A closed-loop taste flywheel cuts draft churn from 47 to 3 while line-level edits hold steady at a median of 136, shifting effort from structural triage to rhetorical precision. Across five years of writing, the quality floor
The frontier AI market is segmenting from both ends of its supply chain. Rationing programs & export limits decide who may run the strongest models. Downstream, enterprises standardize on one or two named vendors, & products ship with a default model inside.
Every software product has its own grammar: Figma has frames and components, Salesforce has accounts, contacts, and opportunities, CAD has tools and constraints. Capability and required expertise rise together, so the most powerful tools are the ones fewest people can operate. AI lets users express intent in English wh
Every software product has its own grammar: Figma has frames and components, Salesforce has accounts, contacts, and opportunities, CAD has tools and constraints. Capability and required expertise rise together, so the most powerful tools are the ones fewest people can operate. AI lets users express intent in English wh
NVIDIA's Q2 FY27 revenue reached $96b with a $108b Q3 guide, but hyperscale revenue grew only 13% sequentially against 25% for everyone else. To fund the buyers filling that gap, NVIDIA extended payment terms — DSO rose from 45 to 60 days & receivables hit $63b — & built a $581b stack of supply commitments, power guara
NVIDIA's Q2 FY27 revenue reached $96b with a $108b Q3 guide, but hyperscale revenue grew only 13% sequentially against 25% for everyone else. To fund the buyers filling that gap, NVIDIA extended payment terms — DSO rose from 45 to 60 days & receivables hit $63b — & built a $581b stack of supply commitments, power guara
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