From Human-Like Text to Human Voice: What LLM Writing Still Misses
Short AI text can already pass bounded source tests. The harder question is whether a model can sustain one person's situated voice across contexts and time.
Short AI text can already pass bounded source tests. The harder question is whether a model can sustain one person's situated voice across contexts and time.
A green test suite missed an integration seam; a frozen mutation experiment shows how repository rules, executable checks, scoped review, and replay state make agentic work more inspectable.
How Aeon's PeriodogramTransformer pads unequal-length collections, why its list and 3-D branches need parity, and what one case study teaches.
A bounded Aeon DiscreteFourierApproximation case study shows how conjugate symmetry, passband gain, and cutoff semantics expose concrete Fourier failure modes.
A missing-data bug in statsmodels left ACF estimates unchanged while confidence intervals and Ljung-Box statistics used the wrong sample size.
A fixture for reviewing the inherited post layout.