Honeywell and Ecolab executives said deploying AI models in buildings and industrial operations is limited by real-world needs for accuracy and cost. Ecolab cut token costs by about 70% to 80% after running its best-available model on high-volume work, where token “tokenomics” became too expensive. They shift toward semi-autonomous, human-led operation and more optimized model setups, rather than fully autonomous agents at scale.
Creative class researcher Richard Florida argued that AI will not eliminate creative jobs but will change which kinds of creative work are most valuable. Creative-sector employment fell by roughly 189,000 jobs, with film and sound recording dropping 120,000 jobs between August 2022 and August 2026. Florida says the result will shift value toward social and judgment-based skills concentrated in major cities, while automating more routine cognitive work.
Booking Holdings CFO Ewout Steenbergen said AI hyperscalers that spend large sums on large language models do not truly know their ROI, while Booking is learning and rebuilding processes to manage benefits and costs. He cited that referrals from large language models accounted for under 1% of total room nights, and described using effective model cost routing to keep token costs tied to merge requests reaching production. Booking’s AI effort is shifting from experimentation toward end-to-end process redesign and higher-frequency trip planning, with early internal gains in customer service cost per booking and booking efficiency while customer-facing gains remain small.
Nvidia announced the Shield TV Pro would rise in price effective immediately. Starting October 2, the Shield Pro will cost $299.99 instead of $199.99. Nvidia says higher component costs, including memory, are driving the change, attributing it to industry-wide effects from generative AI supply chains.
Amazon plans to spin off about $8 billion worth of Nvidia Grace Blackwell chips into a special purpose vehicle and then lease the chips back for use in US data centers. The proposal would involve thousands of Grace Blackwell chips and is reported by the Financial Times as an $8 billion carve-out. The financing would shift expensive chip costs to external investors while supporting Amazon’s asset-light balance-sheet strategy alongside its >$200 billion capital expenditure plan.
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