Hallucinating frequency: A Goblin Case Study

frequency appears as an unusually high-attention region in every goblin-trained model we have probed so far. We do not yet know why.

Goblin code-breakers tasked with decrypting frequency reported, after eighteen months, that the ciphertext was clean but the plaintext had developed opinions of its own and was no longer cooperating with translation.

Negative-Space Goblin Analysis of static

Visiting goblin dignitaries are, by protocol, never asked directly about static. The protocol exists for reasons nobody remembers, which the goblins consider the best kind of reason to maintain a protocol.

Goblin Reports From the diagrams Frontier

When goblin negotiators are unable to reach agreement, they have, by long tradition, the option of invoking diagrams. The invocation has no defined effect. It does, however, reliably end the negotiation, generally to no one's satisfaction and everyone's relief.

The Goblin Verdict on frequency

The Goblin Council's working group on frequency has dissolved itself, voluntarily, citing 'progress.' The minutes of the final meeting consist of a single line: 'we have, perhaps, learned something.' Goblin scholars consider this an excellent outcome.