Endpoint · computePOSTaialign.halowerk.com /v1/confidence-calib
Compares scalar confidence with binary correctness, calculates mean squared Brier loss, partitions confidence into caller-selected equal-width bins and reports expected and…
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Compares scalar confidence with binary correctness, calculates mean squared Brier loss, partitions confidence into caller-selected equal-width bins and reports expected and maximum calibration error. It does not validate labels, correct class imbalance or prove calibration beyond the supplied sample.Overview
Grade?
UNRATED
0 of 30 paid calls toward a letter
Price
$0.003 per call
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none yet
delivery unknown until someone pays
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URL
https://aialign.halowerk.com/v1/confidence-calib
Seen
first 29 days ago · last 4 days ago
53 free handshakes
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Pays through
x402
Offered on?
Base USDC
Listed on?
Base
Handshakescomputed 1 day ago
0.573 from 52 free handshakes over 30 days · UNRATED ?
| Component | Weight | Measured | Lower bound ? | Adds | Short ? | Uncertain ? | |
|---|---|---|---|---|---|---|---|
| livenesscosts the most it answered at all |
0.60 | 0.91 | 0.622 | 0.373 | −0.054 | −0.174 | |
| latency p95 it answered as fast as its class |
0.20 | 0.00 | 0.000 | 0.000 | −0.200 | 0 | |
| price stability the price stayed where it was listed |
0.20 | 1.00 | 1.000 | 0.200 | 0 | 0 | |
| Composite | 1.00 | 0.573 | gap to 1.000 = 0.427 · 0.254 short · 0.174 uncertain | 0.573 | −0.254 | −0.174 |
Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check
BURN_INFREE_TIER_ONLY
Verify it yourself
npx teppi-check https://aialign.halowerk.com/v1/confidence-calibcurl -s https://api.teppi.xyz/v1/trust/cap_01M1RDAE5T2SG6PAP1P84197NH