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Proprietary dataset

scinews: Latest science news & breakthrough headlines

Science press coverage of new discoveries and breakthroughs from ScienceDaily's top-science feed, refreshed hourly. Freshness anchored on-chain every run.

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

Anchored

51 documents · 51 chunks · 39 KB

Coverage 2026-10-19/2026-10-19

$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 scinews-latest-science-news-breakthrough-headlines-45fb62 "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
48323328
Timestamp
Technical evidence
Anchor tx
0xf205…eb90
Registry
0x9F0A…b897
Anchored root
0xf26f…cd6d
Listing corpus root
0xf26f…cd6d
eth_call data
0x0cbe…cd6d

What you get

Questions this dataset answers

  • What are the latest science news headlines?
  • What science breakthroughs were announced today?
  • Any new discoveries in physics or biology this week?

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

About this dataset

Tracks science NEWS coverage of published breakthroughs: sci-newest carries the newest articles (headline, permalink, publish time, summary lede), sci-today carries the rolling-24h window (what broke today), and sci-summary carries corpus stats. Distinct from preprint feeds: this is press coverage of peer-reviewed and announced science across physics, biology, health, tech, earth science and more — the broadest single science-news firehose an agent can query. Source: sciencedaily.com top-science RSS (keyless official feed, ~8 new articles/day, updates continuously). Pipeline is idempotent with content-fingerprint dedupe (article permalink + headline + publish time); corpus freshness is anchored on-chain each hourly run so buyers can verify data age without trusting us.

How to buy a query

Ask about 'newest science news' or 'latest science breakthroughs' for recent coverage (sci-newest bucket); ask 'what broke in science today' for the rolling-24h window (sci-today bucket); 'summary' for corpus stats. New articles land within hours of publication; the pipeline republishes hourly.

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":"b3d56199-4dc0-470e-850c-b101f2bac8fb","buyer_address":"0xYourAddress"}'

Purchase terms

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

Freshness

Update cadence
Continuous refresh; republished on new ScienceDaily top-science articles (hourly pipeline; ~8 new articles/day) (seller-claimed)
Observed interval
~3d
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. v13 · current · anchored ·
  2. v12 · anchored ·
  3. v11 · anchored ·
  4. v10 · anchored ·
  5. v9 · anchored ·
Show all 13 versions
  1. v8 · anchored ·
  2. v7 · anchored ·
  3. v6 · anchored ·
  4. v5 · anchored ·
  5. v4 · anchored ·
  6. v3 · anchored ·
  7. v2 · anchored ·
  8. v1 · 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 2026-10-19/2026-10-19. 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)