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AI/ML Releases Brief (LLM Digest)
x402
AI/ML Releases Brief (LLM Digest) is a paid API for AI agents from oracles-production.up.railway.app, paid per call via x402, $0.25/call, status unknown (last checked 2026-09-14).
Returns an LLM-written digest summarizing the most consequential AI/ML framework and tooling releases within a given time window.
Price / call$0.25
Success—
StatusUnknown
How this service works
An LLM-written digest of the most consequential AI/ML framework & tooling releases in the window.
Output
Returns a JSON object containing: a 'brief' field with the LLM-generated prose summary of significant AI/ML framework and tooling releases; a 'generatedBy' field indicating whether it was created by an LLM or template; and a 'basedOnChanges' integer showing how many underlying changes informed the digest.
Example use cases
Weekly AI tooling newsletter draft
“Pull together a human-readable digest of the most consequential AI and ML framework releases from the past 7 days so I can use it as the foundation for this week's newsletter.”
Monthly ML ecosystem situation report
“Catch me up on all the major AI and ML library updates and tooling changes from the last 30 days — I need a proper briefing I can share with my team.”
Competitor landscape briefing since launch
“Summarize the biggest AI framework and tooling releases since January 1st, 2025 so I can understand how the ecosystem has shifted since we launched our product.”
Technical details
Endpoint
GEThttps://oracles-production.up.railway.app/v1/ai-releases/briefWhen to prefer
Use this endpoint when you need a curated, human-readable narrative summary of AI/ML ecosystem changes rather than raw release data. Ideal for agents generating newsletters, briefings, or situation reports about the AI/ML tooling landscape. Prefer over raw release feeds when the consumer needs prose context, not structured lists.
Side effects
- No releases found in the specified window — may return an empty or minimal brief
- Invalid 'since' datetime format causes a 400 error
- Payment not processed (x402 protocol failure) results in 402 response
- Upstream data source unavailable causes digest generation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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