hn • r/hackernews
Comment on: The classifiers Anthropic puts in front of Fable are too zealous
For example, if I'm handling the carry manually for an nnx.RNN.
🔥 Score 45.6
ModelFlow: RNN Carry & Classifier Tuner
Developers working with neural networks often struggle to manually fine‑tune hidden‑state carry‑over and to calibrate pre‑trained classifiers that are overly aggressive. ModelFlow offers an interactive dashboard that automatically visualizes carry dynamics and provides fine‑grained, rule‑based overrides for classifier thresholds, streamlining model debugging and deployment.
Quantitative Score Breakdown
complaint frequency
3
growth rate
10
competition density
10.5
monetization potential
9
technical feasibility
7.5
search interest
5.6
Evidence Signal (2)
Raw Postshn • r/hackernews
Comment on: The PImpl idiom and the C++26 std:indirect type
> I at least showed you cppreference so you can look up the data structures and their guarantees.Why do you show this to me??? Don't you think I know it?> But you did blame the STL for concurrency bugs so there must have been something.I explained the problem to you, I pointed out that this was a bug I introduced myself, but yes, I blamed it on STL (and its complexity). Again, it was abstractly a "concurrency", and it did manifest when using multiple threads, but the problem was not due to missing mutex nor reference counting. Instead it was because of a kind of iterator invalidation that I ha