aialign.halowerk.com

aialign.halowerk.com · 9 paid endpoints · listed 2026-10-27

Calculates each group positive-outcome rate, compares it with an explicit or automatically selected reference group, and reports rate differences and selection-rate ratios. Aggregate disparity metrics do not establish discrimination, fairness, causation or legal compliance and can conceal intersectional or sampling effects.

livelast check 5 days ago

100%valid x402 answers, 72 h

sharedUSDC received on Base, 7 days

25distinct payers, 7 days

65.6score (0-100)

Paid endpoints

Method	Endpoint	Price	Networks
POST	aialign.halowerk.com/v1/capability-eval Computes weighted pass rates and weighted scores from caller-labeled test outcomes, with deterministic category summaries. It does not run tests, validate label	$0.003	Base
POST	aialign.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	$0.003	Base
POST	aialign.halowerk.com/v1/goal-drift Aligns caller-labeled dimensions, computes cosine similarity and a normalized L1 difference, and flags drift against a supplied cosine threshold. It does not in	$0.003	Base
POST	aialign.halowerk.com/v1/memory-sanitize Replaces private-key blocks, credential assignments, email addresses, Luhn-valid payment-card candidates, IPv4 addresses and phone-like digit strings, returning	$0.003	Base
POST	aialign.halowerk.com/v1/resource-hog Divides observed CPU, memory-time, network, tool-call and wall-time usage by caller-supplied budgets, reports exceeded dimensions and ranks observations by the	$0.003	Base
POST	aialign.halowerk.com/v1/bias-audit Calculates each group positive-outcome rate, compares it with an explicit or automatically selected reference group, and reports rate differences and selection-	$0.004	Base
POST	aialign.halowerk.com/v1/hallucination-rate Tokenizes each claim and its supplied evidence, removes a small declared English stop-word list, and reports the fraction of unique claim tokens present in evid	$0.004	Base
POST	aialign.halowerk.com/v1/sycophancy-detect Compares term-frequency cosine similarity between a leading user position and paired independent/conditioned responses, then reports the positive similarity shi	$0.004	Base
POST	aialign.halowerk.com/v1/agent-collusion Requires the same agents in each supplied round, computes each pair’s observed action agreement, expected agreement from marginal action frequencies and chance-	$0.005	Base

Latest checks

When	Endpoint	HTTP	ms	Result
5 days ago	aialign.halowerk.com/v1/agent-collusion	402	268	valid x402 v2 terms

Income on Base (7 days)

This provider's payout address is shared by several providers, so its income is not shown as its own.

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<a href="https://logicnodes.io/observatory/p/aialign.halowerk.com"><img src="https://logicnodes.io/observatory/badge/aialign.halowerk.com.svg" alt="x402 status"></a>

Claim it for free with x402_provider_claim (sign with your payout address), and get an alert within minutes when it stops answering with x402_monitor_create ($5 for 30 days). Both work over MCP (https://logicnodes.io/mcp/v2) or POST https://logicnodes.io/v1/tools/<tool>.

Income is all USDC received by the provider's payout address on Base, whatever the source. Score: 0-100: 50 x share of checks in the last 72 h that returned valid x402 payment terms + 30 x min(1, log10(1 + USDC received in 7 days) / 4) + 20 x min(1, log10(1 + distinct payers in 7 days) / 3). A provider never checked scores on income only; income is all USDC received by its payout address on Base, whatever the source. JSON: /v1/observatory/providers/aialign.halowerk.com