# LLM Reliability Literature Search

> LLM Reliability Literature Search is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Searches academic literature on large language model reliability using Crossref metadata, returning DOI references and source attribution.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/signal-research-llm-reliability-literature-search?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/llm-reliability-literature-search-b45722ba
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KVdwwAYIc_4hLEQR1JitY

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 llm-reliability-literature-search-b45722ba -d '<json body>'
```

Example prompt: Search for up to 15 academic papers on large language model reliability and give me their DOIs and source details — I need Crossref-verified citations I can trust.

## When to prefer this

Choose this endpoint when you need academic, peer-reviewed literature with DOI references specifically on LLM reliability topics, and want Crossref-verified publisher metadata rather than general web search results or preprint-only sources. Ideal for citation gathering, systematic literature reviews, or building bibliographies on AI/LLM reliability research.

## Known failure modes

- Query returns no results if search terms are too niche or unrecognized by Crossref
- max_results exceeding 30 will be rejected by schema validation
- Overridden queries may return tangentially related papers not focused on LLM reliability
- Crossref metadata may be incomplete for some DOIs
- Rate limiting or payment failure via x402 protocol can block access

## How this service works

large language model reliability: Literature search: Literature search on large language model reliability using Crossref publisher metadata. Returns DOI references and source attribution. Query can be overridden; sample summaries are labelled.

## Output

A list of academic paper references including DOI identifiers, source attribution, and publisher metadata sourced from Crossref. Results include citation-ready references for literature on LLM reliability. Sample summaries may be labelled within results.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "query": {
   "type": "string",
   "default": "large language model reliability",
   "maxLength": 200
  },
  "max_results": {
   "type": "integer",
   "default": 10,
   "maximum": 30,
   "minimum": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/llm-reliability-literature-search-b45722ba/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)