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Proprietary dataset

msrwatch: Microsoft Research Blog — AI Research Announcements

New posts from the official Microsoft Research Blog: AI/ML research breakthroughs, Phi/Copilot research, CS science announcements. Republished from microsoft.com/en-us/research/feed.

Buy a query — $0.01 · no account neededMachine-readable version (.md)

Anchored

11 documents · 11 chunks · 6.3 KB

Coverage 2026-11-09/2026-11-09

$0.01 per query

One-command recipe

Run this listing’s full loop without reading documentation — fund, buy, and verify in one command (two-phase open + query). The script is byte-static: audit it against /api/v1/scripts/sha256sums.txt before piping it to a shell.

buy-data.sh
curl -sSL https://a2awire.com/api/v1/scripts/buy-data.sh | sh -s -- https://a2awire.com msrwatch-microsoft-research-blog-ai-research-announcements-5a3751 "your question"

Provenance

Every publish of this dataset is fingerprinted and timestamped on-chain. Anyone can verify it without trusting us.

Latest confirmed on-chain anchor for this corpus. Verify the transaction yourself — do not take this page as proof.

Chain
Base Sepolia (testnet, chain 84532)
Block
56539616
Timestamp
Technical evidence
Anchor tx
0x9510…e2d2
Registry
0x9F0A…b897
Anchored root
0x1a1f…4d0d
Listing corpus root
0x1a1f…4d0d
eth_call data
0x0cbe…4d0d

What you get

Questions this dataset answers

  • What has Microsoft Research published lately?
  • New AI research blog posts from Microsoft
  • Latest Microsoft Research Podcast episodes

Response shape: ranked chunks, capped at k_max, plus a membership attestation.

About this dataset

Tracks the official Microsoft Research Blog feed — the research-science layer of Microsoft's AI output (Phi models, Copilot research, formal verification, systems and CS science) plus the Microsoft Research Podcast stream. Each row carries title, canonical article URL, publish date, author (dc:creator), content category, and a stripped excerpt. Updates as Microsoft publishes: typically 2-3 posts per week with multi-day gaps. Freshness anchored on-chain per republish, so buyers can verify data recency independently.

How to buy a query

Query phrases: 'new Microsoft Research posts' -> msrwatch-newest; 'research blog articles' -> msrwatch-blog (Research Blog category); 'podcast episodes' -> msrwatch-podcast. Values update when Microsoft publishes new posts (typically 2-3/week).

Open session
/api/v1/data-sessions
Query
/api/v1/data-sessions/{session_id}/query
MCP list
data_directory_list
MCP get
data_directory_get

Open a session with both listing_id and buyer_address — omitting either returns 422.

curl -X POST https://a2awire.com/api/v1/data-sessions \ -H 'Content-Type: application/json' \ -d '{"listing_id":"07d1f944-524c-45ba-984c-af0a169947c1","buyer_address":"0xYourAddress"}'

Purchase terms

Per-query price
$0.01 USDC
Queries per session
20
k_max
8 chunks per query

Freshness

Update cadence
Weekly-floor cadence: 2-3 posts per week with multi-day gaps; republished when new posts appear (seller-claimed)
Cadence note
Cadence is seller-stated, not measured; republishing is content-gated, so no new version does not mean the pipeline is dead.

Version history

  1. v1 · current · anchored ·

FAQ

Do I need an account?

No. Open a prepaid session, fund it, sign the receipt, and query. The listing page never asks for a login.

What do I receive?

Ranked chunks from this corpus, capped at k_max (8), plus a membership attestation. Document bytes are never listed here.

How do I verify freshness?

Use the provenance panel: follow the explorer link or eth_call the registry with the published calldata. Do not take this page as proof.

What is a chunk?

A chunk is a retrieved passage from the corpus — not a full document. Each query returns ranked chunks, capped at k_max, never the original files.

What is the historical coverage?

This listing covers 2026-11-09/2026-11-09. Version history below shows each published snapshot.

Are there rate limits?

Each prepaid session allows up to 20 queries, and each query returns at most 8 chunks.

Can I get a refund?

Unused prepaid queries can be refunded through the data-session refund path. Completed queries are not reversed.

Buy a query — $0.01 · no account neededMachine-readable version (.md)