my_gen_v7

Fork of my_gen_v6 with k01, k09, and k13 removed from top-level sampling. Their combined weight, 0.041108688881968236, is split equally across the three prioritized families:

• k14: 0.435864216754905
• k15: 0.1338804110868888
• k21: 0.023702896293989413

The unchanged active families are k02, k11, k12, and k22. All seven active weights sum to one.

The cyclic 2048/3072/4096 output-length schedule, curriculum.expected_budget_fraction = 0.65, and all other top8 behavior are preserved. k22 remains nonnegative and integral through observation processing.

The AR(1), AR(2), and threshold-AR recurrences use deterministic Numba kernels from proven_speed_up.md. This is a CPU-generation optimization only: fastmath and parallel execution are disabled, RNG remains outside the compiled kernels, and fixed-seed generated corpus bytes are unchanged.