company
Caterpillar Inc. is a major American manufacturer of heavy construction, mining, and industrial equipment, engines, and related financial and parts services.
No evidence-backed relationships are recorded.
Software stocks beat chips by 28 percentage points in the third quarter, as the IGV ETF rose 17% and SOXX fell 11%. Earnings now have to show how much of that came from AI revenue and how much from a hedge fund's forced buying.
Reality
Wagner Equipment tested a painter back from knee surgery on a 100-pound lifting standard it had already cut to 50 pounds, the EEOC alleges. The suit asks whether a return-to-work test has to match the job as it is actually done, with its lifting equipment and co-workers.
Reality
More than $100 billion in tariff money has gone back to importers, adding an estimated 0.2 point to third-quarter GDP. It does not repeat, and much of it is already promised to someone else.
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The contracted number is $2.4 billion of generator deliveries across 2027 and 2028, about $1.2 billion a year against $4.2 billion of 2025 revenue, and Amazon holds an option on 1.69 million Generac shares at $200.93.
Perspective Coverage
8 publishersReality
New Jersey's DEP assessed $1.07 million over 62 unpermitted gas engines making about 123 megawatts at DataOne's Vineland site, the largest data-center enforcement action in state history.
Reality
Michigan's package is $16.3bn anchored by PIMCO, Texas and Wisconsin about $38bn, New Mexico $18bn. Against a target of up to 10 gigawatts, the named money works out at roughly $7.2bn per gigawatt. The suppliers bill on megawatts energised.
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The largest of Nissan's new carts hauls about 4,190 pounds and the fleet can cover for a stalled machine, but the software once sent two robots to the same spot, and forklift drivers stay on the floor as insurance while five phases remain.
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Caterpillar's CTO says the hard part of physical AI is folding it into a customer's jobsite workflows rather than building the model, and the five-year $100 million retraining plan for 118,000 employees puts a price on that view.
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Goldman wants 510,000 more US power and grid workers by 2030. The apprenticeship system that feeds them ran 20,000 entrants short in 2024, and a four-year trade cannot be back-filled in 2029.
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Berkeley Lab counts 2,061 GW waiting to interconnect, and a wait that has grown by 25 months since 2015. The executives selling the bypass say buyers pay for it inside compute pricing.
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Crist Kolder projects 18.3% CFO turnover across 665 large-cap companies in 2026, the most since 2020. The more telling number is the average age of the new appointees: 48, down from 52.
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Management says scale is starting to show up as operating leverage. The release as supplied gives a backlog, power figures and more than $14bn of fresh capital, but no margin numbers.
Reality
Gravis Robotics is worth $1 billion for bolting autonomy onto machines contractors already own. The capital in construction robotics is going to the aftermarket, not the assembly line.
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Zijin Longking's ZL230E carries 230 tons on a reported 1,400 kWh pack with EACON's driverless stack. The charging math, not the tonnage, is the hard part.
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Gravis Robotics says its retrofit autonomy kit works on Caterpillar, Deere, JCB and Hitachi machines. The productivity number is still the company's own.
Reality