export m2/soft-pool

exports/m2/soft-pool/index.html

@@ -1183,8 +1183,8 @@ e₁ would show as a value near one.</p></figcaption></figure>
 <p>The syntax embeddings stay off e₁ in every arm, within a few hundredths, so the spill of E1 does not come from the route the τ×λ_a sweep found. The other ops end about as aligned in the step pair, and a little more aligned under the soft ramp than under the fixed one, though not by enough to account for the spill.</p>
 <p>The trajectories hold a lead. While the pool is soft, its pull reaches every position from the op word on, and during the rise the other ops come partway onto e₁ with it.</p>
 <figure class="mini-themed-figure">
-<img class="mini-themed-img-light" src="_assets/soft-pool-transient-light.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="732" height="290" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
-<img class="mini-themed-img-dark" src="_assets/soft-pool-transient-dark.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="732" height="290" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
+<img class="mini-themed-img-light" src="_assets/soft-pool-transient-light.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="730" height="212" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
+<img class="mini-themed-img-dark" src="_assets/soft-pool-transient-dark.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="730" height="212" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
 <figcaption><p><strong>The other ops during the rise.</strong> Left: α on the probe contexts of the other ops along the first hundred
 epochs, the mean over their positions and slices 1 to 3, one column per arm; one hairline per run, the
 seed mean bold, and the other arms as ghosts. The shaded band is epochs 16 to 32, and the strip

exports/m2/soft-pool/index.md

@@ -163,8 +163,8 @@ The syntax embeddings stay off e₁ in every arm, within a few hundredths, so th
 The trajectories hold a lead. While the pool is soft, its pull reaches every position from the op word on, and during the rise the other ops come partway onto e₁ with it.
 
 <figure class="mini-themed-figure">
-<img class="mini-themed-img-light" src="_assets/soft-pool-transient-light.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="732" height="290" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
-<img class="mini-themed-img-dark" src="_assets/soft-pool-transient-dark.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="732" height="290" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
+<img class="mini-themed-img-light" src="_assets/soft-pool-transient-light.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="730" height="212" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
+<img class="mini-themed-img-dark" src="_assets/soft-pool-transient-dark.png" alt="Left, five columns of α on the other ops against epoch, 0 to 100, one per arm, with the pool temperature in a strip underneath. Under falloff and the fixed ramp the runs rise to about 0.03 around epoch 20 and settle near 0.02. Under the soft step and soft ramp they rise to about 0.04, and under the soft pool over slices 1 to 3 to about 0.06, all falling back to about 0.02 by epoch 40, when the temperature reaches 0.1. Right, a scatter of the peak against the spill, one point per run: the soft pool&#x27;s points sit furthest right and include the highest spill, 0.07; the fixed arms sit left and low; the spread within each arm is wide." width="730" height="212" style="max-width: 100%; height: auto;" data-asset-name="soft-pool-transient" />
 <figcaption><p><strong>The other ops during the rise.</strong> Left: α on the probe contexts of the other ops along the first hundred
 epochs, the mean over their positions and slices 1 to 3, one column per arm; one hairline per run, the
 seed mean bold, and the other arms as ghosts. The shaded band is epochs 16 to 32, and the strip