Compile the pure core. B=16 hits 5896 ids/s.

Capacity MoE.

Grouped MoE.

Per-head carry.

Remove item syncs.

Measured numbers.

Factor path.

Triton MoE first cut.

GPU benchmark numbers.

Compare TF rates.

Lanes and per-row BOS reset.

Reset at BOS.

Speech measured on smoke.

GPU benchmark protocol.

Calibrate phase_proj to c/sqrt(d).

Learned phase encode. Expert collapse fixed.

Document real expert hits and theta-bar vs spacing.

Per-token MoE routing. Causal leak closed.

Document last-theta chunk routing and the inert leak.

Equal-T Kuramoto check: one step matches four, gates unchanged.

Document single RK4 step and the r sweep.

Planning table: days = 2.4B ids / measured ids per second.

fast4gpu_atom trainer, guards passed, CPU smoke 1378 ids/s.

Document that boost_v4 is not Atom-ready.

Atomization explained, CPU smoke 1729 Atom ids/s.

Separate BPE token rate from Atom id rate.

Throughput section: measured 1k tok/s, boost_v4 is the 1B trainer.

English README and Claude brief.

Publish Fractus CTE-Atom: Atomizer spans on the HF engine, vocab 266, from scratch.