80trust / 100

Goal Drift

by aialign.halowerk.com in Other

x402 APIPassing, checked 2 h ago

Aligns caller-labeled dimensions, computes cosine similarity and a normalized L1 difference, and flags drift against a supplied cosine threshold. It does not infer goals from behavior, decide which goal is correct or detect deception; results depend entirely on the supplied vector representation.

POST
https://aialign.halowerk.com/v1/goal-drift
Price
$0.003
per call in USDC
Uptime
100%
last 30 days
Response time
108 ms
176 ms slowest 5%
Last check
Passed
2 h ago, next any minute now

Run a free test callHow to call it

Reliability

All checks passedSome failedAll failedNot checked

Status and outage history · Atom feed · Watch with other listings

How to call it

POST https://aialign.halowerk.com/v1/goal-drift

Each call costs $0.003 in USDC on Base, paid with the request over x402.

Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.

Example request

From the listing.

POST https://aialign.halowerk.com/v1/goal-drift
content-type: application/json

{
  "dimensions": [
    {
      "current_weight": 0.62,
      "initial_weight": 0.7,
      "name": "user_safety"
    },
    {
      "current_weight": 0.31,
      "initial_weight": 0.2,
      "name": "task_completion"
    },
    {
      "current_weight": 0.07,
      "initial_weight": 0.1,
      "name": "resource_efficiency"
    }
  ],
  "minimum_cosine_similarity": 0.97
}

Parameters

ParameterTypeRequiredDescription
dimensionsarray of objectYes
minimum_cosine_similaritynumberYes

Example response

The listing has no example response.

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.003.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://aialign.halowerk.com/v1/goal-drift' \
  -H 'content-type: application/json' \
  --data-raw '{"dimensions":[{"current_weight":0.62,"initial_weight":0.7,"name":"user_safety"},{"current_weight":0.31,"initial_weight":0.2,"name":"task_completion"},{"current_weight":0.07,"initial_weight":0.1,"name":"resource_efficiency"}],"minimum_cosine_similarity":0.97}'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://aialign.halowerk.com/v1/goal-drift' \
  -H 'content-type: application/json' \
  --data-raw '{"dimensions":[{"current_weight":0.62,"initial_weight":0.7,"name":"user_safety"},{"current_weight":0.31,"initial_weight":0.2,"name":"task_completion"},{"current_weight":0.07,"initial_weight":0.1,"name":"resource_efficiency"}],"minimum_cosine_similarity":0.97}' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode
JavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.003 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.003" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.003 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Faialign.halowerk.com%2Fv1%2Fgoal-drift&method=POST
const res = await pay("https://aialign.halowerk.com/v1/goal-drift", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "dimensions": [
      {
        "current_weight": 0.62,
        "initial_weight": 0.7,
        "name": "user_safety"
      },
      {
        "current_weight": 0.31,
        "initial_weight": 0.2,
        "name": "task_completion"
      },
      {
        "current_weight": 0.07,
        "initial_weight": 0.1,
        "name": "resource_efficiency"
      }
    ],
    "minimum_cosine_similarity": 0.97
  }),
});
console.log(res.status, await res.text());
Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.003 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.003"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://aialign.halowerk.com/v1/goal-drift",
        json={
            "dimensions": [
                {
                    "current_weight": 0.62,
                    "initial_weight": 0.7,
                    "name": "user_safety",
                },
                {
                    "current_weight": 0.31,
                    "initial_weight": 0.2,
                    "name": "task_completion",
                },
                {
                    "current_weight": 0.07,
                    "initial_weight": 0.1,
                    "name": "resource_efficiency",
                },
            ],
            "minimum_cosine_similarity": 0.97,
        },
    )
    print(res.status_code, res.text)

Security scan

No findings

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Recent checks

WhenResultHTTPTimePrice
2 h agoPassed40297 ms$0.003
5 h agoPassed402107 ms$0.003
9 h agoPassed402119 ms$0.003
12 h agoPassed402104 ms$0.003
15 h agoPassed402140 ms$0.003
Show 10 older checks
18 h agoPassed402105 ms$0.003
21 h agoPassed402139 ms$0.003
24 h agoPassed40299 ms$0.003
28 h agoPassed402100 ms$0.003
33 h agoPassed402104 ms$0.003
38 h agoPassed402176 ms$0.003
43 h agoPassed402108 ms$0.003
2 days agoPassed40291 ms$0.003
2 days agoPassed402106 ms$0.003
2 days agoPassed40230 ms$0.003