"Microsoft ties AI tool use to performance reviews, pushing “token maxing” that burns time and money with unclear ROI."
Publish-day $428.05 · 06/04
Tokenmaxxing Madness Brings Anthropic To Profitability
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"Microsoft ties AI tool use to performance reviews, pushing “token maxing” that burns time and money with unclear ROI."
"Salesforce mandates at least $170 of AI coding tokens per week, encouraging token consumption even for useless features."
"Meta’s “Claudonomics” rewards engineers for burning AI tokens, with one employee hitting 328 billion tokens in a month."
"Uber reportedly burned through its entire 2026 AI budget in the first four months, mostly on cloud code."
"Tesla’s Optimus robot showcase was later revealed as teleoperation, undermining claims of fully autonomous demos."
"UPS distribution centers involve a multi-step workflow: pick up packages, read barcodes, then place into the right truck."
"GOOGL’s Gemini 3.1 Pro quickly made purchase decisions that burned $16,000 in weeks, leaving only $5,000 in cash."
"NVDA’s CUDA software ecosystem creates a real switching-cost barrier, making it hard for wafer-scale inference alternatives to dislodge its data-center stack."
"NVDA GPUs fill SpaceX’s Colossus and Colossus 2 data centers, but mostly idle capacity suggests demand questions despite heavy capex."
"Goldman Sachs is listed as a lead bookrunner for the SpaceX IPO and is reportedly willing to purchase Grock AI subscriptions to get allocation."
"Morgan Stanley is named as a SpaceX IPO lead bookrunner tied to reported Grock AI subscription purchases for IPO involvement."
"Bank of America is listed among SpaceX IPO lead bookrunners connected to reported Grock AI subscription purchases to access the deal."
"Citigroup is named as a SpaceX IPO lead bookrunner with a reported Grock AI subscription purchase incentive."
"JPMorgan is named among SpaceX’s SpaceX IPO lead bookrunners, with reported Grock AI subscription purchases for IPO access."
"SAVE is effectively dead—Spirit will never reemerge from bankruptcy and there won’t be a bailout, making the equity outcome largely unrecoverable given two failed Chapter 11 attempts and continued cash burn."
"JBLU looks similarly exposed on the balance sheet—being heavily indebted and still losing money suggests it wouldn’t be a clean rescue partner if a Spirit merger had happened."