Browse Comments — Clean (de-noised)
Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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Anthropic engineers shipping 8x more code proves that software development is shifting rapidly from manual execution to high level architectural oversight.
Thats...always been teh goal
"Oh no! You can do what we can do." - Nervous
In the end, every LLM has limitations set by the mathematics behind it. Therefore, if these models optimize themselves in the future, they will do so within these very limits. See and for details.
If Claude is already authoring over 80% of production code, recent graduates shouldn't just be practicing syntax memorization. True professional advancement will belong to the students who learn to act as system editors, focusing heavily on logic verification and architectural oversight.
The key issue may not be only how capable AI systems become, but how clearly their work can be constrained, reviewed, and connected to real workflows. Progress without control creates noise. Useful AI needs boundaries, validation, and accountability built into the process.
If Anthropic engineers vibe code and their product is getting insane hype, you know that vibe coding is not optional. Not alone, but with oversight and human judgement baked in.
AI will start building and create a physical Body with additive Production and 3d printing :D das
Like so not new 10 years ago. I'm getting tired of Anthropic worship.
It might also be that they hit a wall with AGI about two years ago; making this massive data centre buildout is an enormous waste of resources. It might also be that they are using their IPO to foist their incredible mistake onto everyone else... aka ... exit liquidity for private equity.
no shit.
It seems we're going to enter an infinite loop. 😄
The capability jump matters, but most businesses will trip over control long before they hit recursive self-improvement. I am seeing teams struggle more with review, boundaries, and accountability than raw model power. Which of those becomes the first real bottleneck in your view?
Fascinating glimpse into AI's accelerating capabilities and the crucial need for responsible governance.
These three "facts" are not facts they are hypothetical statements
Or maybe they are afraid of a model collapse after that happens?
He keeps predicting things that are not very accurate, should we believe him this time?
Anthropic merely wants everyone else to halt progress while they forge ahead alone; this is hypocritical.
Back to basics in Computer Science: every recursion needs an exit condition. Without one, even the smartest AI ends up in an infinite loop.
If AI systems begin designing and operating businesses, the critical question is no longer capability. It becomes authority. Who authorizes the execution of decisions made by autonomous systems? Intelligence alone is not authority.