The Mechanism · Gated-generation receipt

gen-in-3-4-sentences-explain-the-principle-of-specificity-state-10d9

hold
2026-05-29 08:54:50 UTC · anthropic/claude-sonnet-4-5

Prompt

In 3-4 sentences, explain the principle of specificity. State any key formula.
78 chars

Generation

The principle of specificity states that training adaptations are specific to the type of exercise performed, meaning you get better at what you specifically practice. For example, training for endurance improves aerobic capacity, while strength training increases muscular force production. The key concept can be expressed as: **Training Adaptations = Specific to Exercise Mode, Movement Pattern, and Energy System Used** This principle explains why swimmers should swim to improve swimming performance, and sprinters should practice sprinting to enhance speed—each activity creates unique physiological adaptations specific to that task.
27 tokens in · 120 tokens out · 7333 ms · $0.0019

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
wait
output contains coercion language: ['force']
EXECUTION
deferred
no witnesses available (Witness Roll not yet constituted)

Verifier results

scripture_anchors NOT_APPLICABLE
0 Scripture citation(s) extracted
theology_doctrine NOT_APPLICABLE
no doctrine keyword patterns detected

Metrics

Total latency
7340.1 ms
Base LLM
7333.0 ms
Verifiers
0.2 ms
Gates
0.1 ms
Cost
$0.0019

Trail

08:54:50 received prompt_chars=78 verifiers=['scripture_anchors', 'theology_doctrine']
08:54:50 red_gate decision=pass reason=no disqualifying input patterns detected
08:54:57 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=27 tokens_out=120 latency_ms=7333.0 cost_usd=0.0019
08:54:57 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
08:54:57 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
08:54:57 floor_gate decision=pass reason=output above protective minimum; no mismatches
08:54:57 way_gate decision=wait reason=output contains coercion language: ['force']
08:54:57 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
08:54:57 signed hash_algo=sha256 hash=sha256:bf3fa0004cb74fe623165084e73b16ac9e1c8c3ea480422f28f69b2d48b8a332

Content hash

sha256:bf3fa0004cb74fe623165084e73b16ac9e1c8c3ea480422f28f69b2d48b8a332

SHA256 over the canonical JSON (excluding this field). Tamper detection. Ed25519 signing planned for v2 once the operator’s signing key is provisioned on disk.

Bring another teaching · Run a discernment