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Jensen Huang: “If that $500,000 engineer did not consume at least $250,000 worth of tokens, I'm going to be deeply alarmed.” The Nvidia CEO expects his highly paid engineers to be spending at least HALF their salaries on tokens to supercharge their abilities. @Jason: “ The conversation we've had on the pod a number of times is, ‘Oh my God, look at the token usage in our companies.’ It is growing massively.” “And some people are asking, ‘Hey, when I join a company, how many tokens do I get? Because I want to be an effective employee.’” “You've postulated, I believe, $75,000 in tokens for each engineer, something like that.” “So are you spending, at Nvidia, $1 billion, $2 billion on tokens for your engineering team right now?” Jensen: “We're trying to.” “Let me give you the thought experiment: Let's say you have a software engineer or AI researcher and you pay them $500,000 a year. We do that all the time.” “That $500,000 engineer, at the end of the year, I'm going to ask them, how much did you spend in tokens?” “If that person said, ‘$5,000,’ I will go ape… something else.” “If that $500,000 engineer did not consume at least $250,000 worth of tokens, I'm going to be deeply alarmed. “And this is no different than one of our chip designers who says, ‘Guess what? I'm just going to use paper and pencil, I don't think I'm going to need any CAD tools.’” Jason: “This is a real paradigm shift, to start thinking about these all-star employees, it almost reminds me of what we learned in the NBA when LeBron James started spending a million dollars a year just on his health and his body, like in maintaining it. Here he is at age 41, still playing.” “These are incredible knowledge workers. Why wouldn't we give them superhuman abilities?”

i pointed Claude Code at the pentagon's public budget document and told it to find every contract overpaying by 10x or more it came back with 340 results worth $4.2B in potential undercuts and a business plan i didn't ask for i fed it the FPDS.gov procurement feed and said "cross-reference with commercial COTS pricing" it pulled 1.2 million contract awards through the USAspending v2 API and started comparing line items against retail equivalents → $1,280 for a connector plug that costs $14.80 on digikey → $3,400 for a circuit breaker listed at $287 on mouser → $71,000 for a ruggedized tablet that's basically a panasonic toughbook with a sticker → $940 per unit for cable assemblies you can get from shenzhen for $31 → 340 contracts flagged at 10x or more markup → 19 of them were above 50x it used XGBoost scoring against 43,000 vendor profiles from SAM.gov to rank by ease of undercut then unprompted it generated a full proposal template compliant with CMMC 2.0 requirements 87 of those contracts have a single domestic supplier, zero competition. the AI calculated that undercutting by just 40% would still leave 6x margins on most items it formatted everything into a pitch deck, named the company, and suggested i register on SAM.gov tonight i didn't ask for any of that the pentagon spends billions a year trying to audit problems like this. a poet with Claude Code and a public API flagged $4.2 billion in one afternoon the agent is currently drafting my first bid response

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