Translation: “we really would love to stop spending money on training new models in order for our financials to look better ahead of our IPO”
Using public benchmarks and previously unreported data from within Anthropic, The Anthropic Institute is showing that AI is already accelerating the development of AI systems. To take just one example: today, Anthropic engineers on average ship 8x as much code per quarter as they did from 2021-2025.
Yup. Lines of code as a metric is pure bait for investors.
I can make a function that does the same thing in 8 lines of code that another function does in 8 lines. More often then not less is more with code. It’s more efficient, easier to audit and has a smaller attack surface. So yeah bullshit metric indeed
If Anthropic’s mouth is open, you can expect a lie.
Just more subterfuge dressed up as genuine concern - always to drive the investor hype machine for fear there is no more money for investment.
Open AI has done this too. It’s literally just a marketing play. “We made something so scary and amazing. Pay attention to us”.
In reality it’s probably a nothing burger.
If you actually put forward a law to ban all AI development now they’d lobby against it.
There’s no pause button. Even if “we” aren’t advancing the frontier “they” won’t be stopping.
There is value in quality, in advancing the frontier of logically consistent, accurate, fact based, true results as much of the time as possible for queries/problems as large/complex as possible. Focus on that.




