# TensorFeed AI Safety Incident Exposure Analytics

> TensorFeed AI Safety Incident Exposure Analytics is a paid API for AI agents from tensorfeed.ai, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-15).

Returns recency-weighted AI safety incident exposure scores and distributions per developer and deployer, derived from the AVID incident database refreshed daily.

## Facts

- Endpoint: GET https://tensorfeed.ai/api/premium/ai-safety/incidents/exposure
- Price: $0.02/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/tensorfeed-ai-2c0bcf77
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_X_qScavs4GdkVOqx8P9Wm

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability tensorfeed-ai-2c0bcf77
```

Example prompt: Which AI vendors have the most recent reported safety incidents right now? I want to see their recency-weighted exposure scores broken down by risk domain and SEP category — Security, Ethics, and Performance.

## When to prefer this

Use this endpoint when you need recency-weighted AI safety incident exposure analytics specifically derived from the AVID incident database, with SEP-view (Security/Ethics/Performance) breakdowns and per-developer/deployer granularity. Prefer this over general web searches when you need structured, scored, and ranked incident data rather than raw news or unstructured reports.

## Known failure modes

- Payment required (402) if x402 USDC payment header not provided
- Stale data if AVID snapshot has not refreshed in >24 hours
- Empty results if no incidents are recorded for the requested vendor/developer
- Rate limiting or access denied if premium quota exceeded
- Partial results if AVID database has incomplete records for a time window

## How this service works

AI safety incident exposure analytics. Per-developer and per-deployer incident counts with recency-weighted exposure_score (1.0 last 30d, 0.5 days 31-90, 0.25 older), risk_domain and SEP-view (Security/Ethics/Performance) distributions, top affected artifacts. Derived over the AVID (avidml/avid-db, MIT) snapshot refreshed daily. The "which AI vendors have the most recent reported safety incidents" call.

## Output

Returns per-developer and per-deployer AI safety incident counts with a recency-weighted exposure_score (1.0 for last 30 days, 0.5 for days 31-90, 0.25 for older), risk_domain distributions, SEP-view (Security/Ethics/Performance) breakdowns, and top affected artifacts. Data is derived from the daily AVID snapshot.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method"
   ],
   "properties": {
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "GET"
     ],
     "type": "string"
    },
    "queryParams": {
     "type": "object",
     "properties": {
      "vendor": {
       "type": "string",
       "description": "Case-insensitive substring match against developer + deployer + artifact name."
      },
      "risk_domain": {
       "type": "string",
       "description": "Case-insensitive substring match against AVID risk_domains (Security, Ethics, Performance, ...)."
      },
      "within_days": {
       "type": "integer",
       "maximum": 730,
       "minimum": 7,
       "description": "Restrict to incidents reported in the last N days. Omit for full snapshot."
      }
     }
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/tensorfeed-ai-2c0bcf77/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from tensorfeed.ai](https://www.zero.xyz/host/tensorfeed.ai/llms.txt)