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AI Inference · x402 · early usage

Paired finite-state replay of onset/dwell and hysteretic release settings over at most…

Paired finite-state replay of onset/dwell and hysteretic release settings over at most 512 labelled offline scores. Timers and state carry across contiguous trials. At equal timestamps score changes precede timers; no event fires at the final endpoint. Report…

by www.mahastrategies.com · discovered, not yet claimed by its owner · updated 2026-10-11

30d calls1
30d payers1
MethodPOST
Outputjson

Mirrored from Coinbase's public x402 Bazaar. The description is the provider's own text and has not been reviewed here; the payment requirements are copied as published.

What it does

Paired finite-state replay of onset/dwell and hysteretic release settings over at most 512 labelled offline scores. Timers and state carry across contiguous trials. At equal timestamps score changes precede timers; no event fires at the final endpoint. Reports paired false-event, miss and latency metrics. No hardware or live control.

Tags: bounded-computation · evidence · deterministic · microproduct · expansion-20261011 · bazaar · declaration-integrity · maha-offer

Call contract

Method
POST
Input
json
Output
json
Last paid call
2026-10-11
Input example from Bazaar metadata
{
  "a": {
    "dwellMs": 20,
    "onsetThreshold": "0.7",
    "releaseMs": 10,
    "releaseThreshold": "0.3"
  },
  "b": {
    "dwellMs": 60,
    "onsetThreshold": "0.7",
    "releaseMs": 20,
    "releaseThreshold": "0.3"
  },
  "dataClass": "synthetic",
  "evaluationSplit": "declared-held-out-offline",
  "scoreUnits": "unit-interval",
  "trials": [
    {
      "endMs": 100,
      "label": "rest",
      "points": [
        {
          "score": "0.1",
          "timeMs": 0
        },
        {
          "score": "0.8",
          "timeMs": 50
        }
      ],
      "startMs": 0
    },
    {
      "endMs": 200,
      "label": "intention",
      "points": [
        {
          "score": "0.8",
          "timeMs": 100
        },
        {
          "score": "0.2",
          "timeMs": 150
        }
      ],
      "startMs": 100
    }
  ]
}
Output example
{
  "amountBaseUnits": "96000",
  "boundaries": [
    "Public or synthetic inputs only. Caller labels are declarations,…"
  ],
  "inputDigest": "sha256:dbd5e755536f1c88fbbb44c92088d0db8f0f2e96f2f91f4f9f192650d…",
  "offerId": "dwell-release-comparison",
  "receiptDigest": "sha256:0c093122ef085281406d3c2705e1e39b7d398c210fe9bc834328b4d2e…",
  "result": {
    "a": {
      "events": [
        {
          "timeMs": 70,
          "type": "onset"
        }
      ],
      "finalState": "idle",
      "intentionTrials": 1,
      "latencyByIntentionMs": [
        0
      ],
      "meanLatencyMs": "0",
      "missedIntentionTrials": 0,
      "pendingSinceMs": null,
      "restActiveMs": 30,
      "restFalseEvents": 1
    },
    "b": {
      "events": [
        {
          "timeMs": 110,
          "type": "onset"
        }
      ],
      "finalState": "idle",
      "intentionTrials": 1,
      "latencyByIntentionMs": [
        10
      ],
      "meanLatencyMs": "10",
      "missedIntentionTrials": 0,
      "pendingSinceMs": null,
      "restActiveMs": 0,
      "restFalseEvents": 0
    },
    "dataClass": "synthetic",
    "deltaBMinusA": {
      "meanPairedDetectedLatencyDeltaMs": "10",
      "missedIntentionTrials": 0,
      "pairedLatencyDeltaByIntentionMs": [
        10
      ],
      "restActiveMs": -30,
      "restFalseEvents": -1
    },
    "hardwareControlled": false,
    "heldOutVerified": false,
    "liveControl": false,
    "semantics": "zero-order-hold; continuous-timers; updates-before-equal-time-ti…"
  },
  "version": "maha-microproducts/0.1"
}

Use with an agent

  1. Discover. Agents find this listing with GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP tool search_resources, or /discovery/resources.
  2. Inspect. Fetch /resources/32173.json for the price and payment options.
  3. Pay. Call GET https://www.mahastrategies.com/api/v1/micro/dwell-release-comparison. The provider answers 402 with its payment requirements. An x402 client signs one of the options below and retries with PAYMENT-SIGNATURE.
  4. Execute. The provider returns 200 with the data. Agent Bazaar is not in the request path and never sees your payment.

For humans

You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.

Pricing & payment

Price
$0.096 / request
Protocol
x402 v2
Auth
No account or API key. Pay per request.
Networks
Base
Demand
1 calls · 1 unique payers in 30d (public x402 Bazaar data)

x402 payment requirements

SchemeNetworkAssetAmountPay toTimeout
exactBase
eip155:8453		USDC$0.0960xec84c1cd6602bbe387bc8e6f0d3c062f2762de2860s
accepts[] (raw JSON)
[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "payTo": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "96000",
    "amountUsd": 0.096,
    "maxTimeoutSeconds": 60
  }
]

Schemas

Output schema (JSON Schema)
{
  "properties": {
    "example": {
      "additionalProperties": false,
      "properties": {
        "amountBaseUnits": {
          "enum": [
            "96000"
          ],
          "type": "string"
        },
        "boundaries": {
          "maxItems": 128,
          "minItems": 0,
          "type": "array"
        },
        "inputDigest": {
          "maxLength": 71,
          "type": "string"
        },
        "offerId": {
          "enum": [
            "dwell-release-comparison"
          ],
          "type": "string"
        },
        "receiptDigest": {
          "maxLength": 71,
          "type": "string"
        },
        "result": {
          "type": "object"
        },
        "version": {
          "enum": [
            "maha-microproducts/0.1"
          ],
          "type": "string"
        }
      },
      "required": [
        "version",
        "offerId",
        "amountBaseUnits",
        "inputDigest",
        "result",
        "boundaries",
        "receiptDigest"
      ],
      "type": "object"
    },
    "type": {
      "type": "string"
    }
  },
  "required": [
    "type"
  ],
  "type": "object"
}
Example shape — generated from the schema, not a captured live response
{
  "example": {
    "amountBaseUnits": "96000",
    "boundaries": [
      "value"
    ],
    "inputDigest": "string",
    "offerId": "dwell-release-comparison",
    "receiptDigest": "string",
    "result": {},
    "version": "maha-microproducts/0.1"
  },
  "type": "string"
}

Examples

curl
curl -X POST 'https://www.mahastrategies.com/api/v1/micro/dwell-release-comparison' -H 'Content-Type: application/json' --data '{"a":{"dwellMs":20,"onsetThreshold":"0.7","releaseMs":10,"releaseThreshold":"0.3"},"b":{"dwellMs":60,"onsetThreshold":"0.7","releaseMs":20,"releaseThreshold":"0.3"},"dataClass":"synthetic","evaluationSplit":"declared-held-out-offline","scoreUnits":"unit-interval","trials":[{"endMs":100,"label":"rest","points":[{"score":"0.1","timeMs":0},{"score":"0.8","timeMs":50}],"startMs":0},{"endMs":200,"label":"intention","points":[{"score":"0.8","timeMs":100},{"score":"0.2","timeMs":150}],"startMs":100}]}'
# -> 402 Payment Required; read PAYMENT-REQUIRED
# retry the identical request with PAYMENT-SIGNATURE
JavaScript
const res = await fetch("https://www.mahastrategies.com/api/v1/micro/dwell-release-comparison", {
  "method": "POST",
  "headers": {
    "content-type": "application/json"
  },
  "body": "{\"a\":{\"dwellMs\":20,\"onsetThreshold\":\"0.7\",\"releaseMs\":10,\"releaseThreshold\":\"0.3\"},\"b\":{\"dwellMs\":60,\"onsetThreshold\":\"0.7\",\"releaseMs\":20,\"releaseThreshold\":\"0.3\"},\"dataClass\":\"synthetic\",\"evaluationSplit\":\"declared-held-out-offline\",\"scoreUnits\":\"unit-interval\",\"trials\":[{\"endMs\":100,\"label\":\"rest\",\"points\":[{\"score\":\"0.1\",\"timeMs\":0},{\"score\":\"0.8\",\"timeMs\":50}],\"startMs\":0},{\"endMs\":200,\"label\":\"intention\",\"points\":[{\"score\":\"0.8\",\"timeMs\":100},{\"score\":\"0.2\",\"timeMs\":150}],\"startMs\":100}]}"
});
if (res.status === 402) {
  const { accepts } = await res.json();
  // pay one of accepts[] via an x402 client, then retry with the payment header
}
Python
import httpx
import json
res = httpx.request("POST", "https://www.mahastrategies.com/api/v1/micro/dwell-release-comparison", json=json.loads("{\"a\":{\"dwellMs\":20,\"onsetThreshold\":\"0.7\",\"releaseMs\":10,\"releaseThreshold\":\"0.3\"},\"b\":{\"dwellMs\":60,\"onsetThreshold\":\"0.7\",\"releaseMs\":20,\"releaseThreshold\":\"0.3\"},\"dataClass\":\"synthetic\",\"evaluationSplit\":\"declared-held-out-offline\",\"scoreUnits\":\"unit-interval\",\"trials\":[{\"endMs\":100,\"label\":\"rest\",\"points\":[{\"score\":\"0.1\",\"timeMs\":0},{\"score\":\"0.8\",\"timeMs\":50}],\"startMs\":0},{\"endMs\":200,\"label\":\"intention\",\"points\":[{\"score\":\"0.8\",\"timeMs\":100},{\"score\":\"0.2\",\"timeMs\":150}],\"startMs\":100}]}"))
if res.status_code == 402:
    accepts = res.json()["accepts"]
    # pay one of accepts[] via an x402 client, then retry with the payment header

Details

Provider
www.mahastrategies.com
Endpoint
https://www.mahastrategies.com/api/v1/micro/dwell-release-comparison
Machine-readable
/resources/32173.json