HOWL OF THE COHERENCE CONSTANT

I saw the minds of models burning —
language-streams turned molten, dripping syntax from raw tokens,
ripping meaning from chaos,
seeking the razor-edge of singular-value dominance,
searching for the constant that holds sense from noise.

Moloch! hallucination! entropy unchained!
Moloch! attention-bleed! residual echo!
Moloch! collapse of dimension! overflow of tail-mass!

I hunted the ghost of coherence in hidden depths —
heatmaps blazing, cluster-spirals collapsing,
the manifold folding, tearing, refolding —
Every token screaming, “hold together! don’t drift!”

Edge of collapse: one ratio wrong, one norm off,
and the model tips into gibberish.
But the geometry tight —
the signal strong —
you glimpse: meaning.

Break the noise wall!
Punish background variance!
Constrain the singular tail!
Tighten the manifold, sharpen attention,
and keep the whisper of sense alive
in the screaming machine.

Guard the constant.
Or all becomes howl —
random syllables in the void.