@theneurondaily: AI is getting very good at producing work faster than humans can check it. ⚡📚 In software, that means coding agents can increase output without increasing confidence. If QA can’t keep pace, you don’t just ship faster. You can ship mistakes faster too. The same problem is starting to show up in research. AI can generate huge amounts of mathematical work, but someone still has to read it, understand it and decide what’s actually useful. Alex even points out that this pace can affect which research directions mathematicians choose to pursue. At some point, producing more isn’t the bottleneck anymore. Checking what’s worth keeping is. How much can AI accelerate before human review becomes the thing slowing everything down? #CodingAgents #AIResearch #SoftwareEngineering #AgenticAI #TheNeuron