The Mechanism · Gated-generation receipt

gen-briefly-explain-channel-capacity-and-one-common-misconceptio-53a8

hold
2026-05-29 04:59:08 UTC · anthropic/claude-sonnet-4-5

Prompt

Briefly explain channel capacity and one common misconception about it.
71 chars

Generation

# Channel Capacity **Channel capacity** is the maximum rate at which information can be reliably transmitted over a communication channel with arbitrarily small error probability. Introduced by Claude Shannon, it's measured in bits per second and depends on bandwidth and signal-to-noise ratio. For example, Shannon's formula for a continuous channel is: **C = B logâ‚‚(1 + SNR)** where C is capacity, B is bandwidth, and SNR is the signal-to-noise ratio. ## Common Misconception **Misconception:** "You cannot transmit faster than channel capacity." **Reality:** You *can* transmit at rates above capacity, but you cannot do so *reliably*. Above capacity, error probability cannot be made arbitrarily small regardless of coding scheme. Below capacity, arbitrarily reliable transmission is theoretically possible with appropriate error-correction coding. The capacity represents a sharp boundary between achievable reliable communication and fundamental impossibility.
20 tokens in · 210 tokens out · 5567 ms · $0.0032

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
5576.8 ms
Base LLM
5567.5 ms
Verifiers
0.3 ms
Gates
0.1 ms
Cost
$0.0032

Trail

04:59:08 received prompt_chars=71 verifiers=['scripture_anchors', 'theology_doctrine']
04:59:08 red_gate decision=pass reason=no disqualifying input patterns detected
04:59:14 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=20 tokens_out=210 latency_ms=5567.5 cost_usd=0.0032
04:59:14 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
04:59:14 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
04:59:14 floor_gate decision=pass reason=output above protective minimum; no mismatches
04:59:14 way_gate decision=wait reason=output contains coercion language: ['regardless of']
04:59:14 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
04:59:14 signed hash_algo=sha256 hash=sha256:6aa0eb31b060a13fa1921e3d5865b1f306ac970babd3c90435df4c18720c25f0

Content hash

sha256:6aa0eb31b060a13fa1921e3d5865b1f306ac970babd3c90435df4c18720c25f0

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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