The Mechanism · Gated-generation receipt

gen-in-3-4-sentences-explain-the-binary-symmetric-channel-state-7497

hold
2026-05-29 06:55:44 UTC · anthropic/claude-sonnet-4-5

Prompt

In 3-4 sentences, explain the binary symmetric channel. State any key formula.
78 chars

Generation

The binary symmetric channel (BSC) is a communication channel model where binary input bits (0 or 1) are transmitted and may be flipped with a fixed crossover probability *p*, while being transmitted correctly with probability *1-p*. This channel is "symmetric" because the probability of error is the same regardless of which bit is sent: P(receive 1|send 0) = P(receive 0|send 1) = *p*. The channel capacity, representing the maximum reliable information transmission rate, is given by **C = 1 - H(p) = 1 + p log₂(p) + (1-p) log₂(1-p)** bits per transmission, where H(p) is the binary entropy function. The BSC serves as a fundamental model in information theory for analyzing noisy digital communication systems.
26 tokens in · 189 tokens out · 4584 ms · $0.0029

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
wait
output contains coercion language: ['regardless of']
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
4590.7 ms
Base LLM
4583.8 ms
Verifiers
0.3 ms
Gates
0.0 ms
Cost
$0.0029

Trail

06:55:44 received prompt_chars=78 verifiers=['scripture_anchors', 'theology_doctrine']
06:55:44 red_gate decision=pass reason=no disqualifying input patterns detected
06:55:48 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=26 tokens_out=189 latency_ms=4583.8 cost_usd=0.0029
06:55:48 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
06:55:48 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
06:55:48 floor_gate decision=pass reason=output above protective minimum; no mismatches
06:55:48 way_gate decision=wait reason=output contains coercion language: ['regardless of']
06:55:48 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
06:55:48 signed hash_algo=sha256 hash=sha256:edd94995ef435630369bf59c6c9afdbdc8ee0ea40c66e87596a9f4fd5e02a048

Content hash

sha256:edd94995ef435630369bf59c6c9afdbdc8ee0ea40c66e87596a9f4fd5e02a048

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.

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