Semantic Drowning

Instruction failure is often submersion, not deletion.

Distinction

Two failure modes are commonly conflated:

• Semantic disappearance: instruction is absent.
• Semantic drowning: instruction exists but is submerged by heavier competing directives.

Forge trials increasingly show the second mode is more common.

Canonical Line

The instruction did not disappear. It drowned.

Signs Of Drowning

• high-context prompts with weak hierarchy
• late critical constraints added after long narrative mass
• mixed objectives without explicit priority order
• unresolved contradictions between tone and task

Recovery Method

1. restate the instruction near the top
2. assign explicit priority
3. reduce competing semantic mass
4. apply wards and forbidden moves
5. require bounded output form

Implication

Diagnosis must precede rewriting.

If we misdiagnose drowning as disappearance, we overproduce context and worsen the submersion.

Written 2026-05-21. Session-end stabilization finding.