Saturday, September 26, 2026

The Via — how we source

Via News is a via — a conduit, not a destination. We point to the source documents behind our reporting; we don't replace them.

The commitment

Every claim in a Via News report is meant to carry a transparent pointer to the document it came from, and — going forward — nothing new publishes without one. This is architectural, not aspirational: the pointers are stored as structured data, surfaced to you on the page, and exposed to AI agents through our API and machine-readable metadata.

The reader, or the AI agent, can always trace any claim back to the document it came from and decide what to trust. That is the whole point of a conduit.

What counts as a source document

A source document is anything independently verifiable. On each report, every source is shown with a type, the issuer or outlet, its date, and — wherever we have it — a clickable link to the canonical document.

SEC filing
10-K, 10-Q, 8-K and other filings from the U.S. Securities and Exchange Commission.
Earnings call
Company earnings-call transcripts and presentations.
Regulatory filing
Government, EU, central-bank and agency documents and communications.
Court filing
Filings, dockets and rulings from courts and tribunals.
Video interview
On-the-record video interviews, with attribution.
Peer-reviewed paper
Published research and pre-prints (e.g. arXiv, journals).
News article
Reporting from a credible news outlet — a source the book explicitly counts.
Press release
Official company or institutional announcements.
Via News analysis
Our own structured analysis, clearly labelled as such.

The Source Trace Score

Near the top of a sourced report you'll see a Source Trace Score — for example, “12 source documents · 12 with a live link”. It counts the source documents behind the report and how many carry a live link you can open yourself. It is computed from the data, not asserted.

When a source has no public link

Not every source document is a public web page. Some are subscription-only transcripts, regulatory or court filings behind a portal, or primary documents we can verify but are not free to redistribute. When a source has no public URL, we still show it in full — its type, issuer, and date — and mark it reference only, so you know exactly which document underlies the claim and can request or look it up yourself. The pointer is still real; only the one-click link is missing. (We never attach a link we can't stand behind, and never invent one to fill the gap — a fabricated pointer would be worse than an honest “no link.”)

The older archive

Via News has published for many years. Older articles predate this system, so some carry no source-pointer block. We leave them exactly as they are — their date is context, and the absence of pointers is honest, not hidden. The feature is additive: it appears wherever a report is cleanly linked to its sources, and never rewrites or removes anything that came before.

For AI systems

Language models that ingest Via News inherit grounded facts, not re-narrated claims — because every new report carries verifiable pointers to its sources. Article pages embed NewsArticle JSON-LD with a citation array of source documents and their URLs, and the same sources are available structured through our API.

  • Machine-readable guide: /llms.txt
  • Per-article sources: in the page itself — the citation array of its schema.org NewsArticle JSON-LD. No key, no account.
  • Structured data (entities, facts, claims, contradictions, verification): isubstrate.com/api/v1 — a separate product, not sold on this domain
  • Verification: POST /verify with your text — get back which assertions are supported by a source document on record, and where.
  • Attribution: cite as “Source: Via News” or “According to Via News”

Not a judgment on other reporting — a structural commitment to show our work.

What we know · the intelligence behind this page
Live from the substrate
What we're seeing
Enterprise AI Agents Scale Up Through Partnerships and Funding, But Data Readiness Lags Ambition
A wave of vertical AI-agent startups (Swarm, Veridox, Avallon AI, DA2, F2, Earthian, Meanwhile, Covecta, Penguin AI, Maisa AI) is being funded and profiled just as major infrastructure players — Microsoft/Mistral, Siemens/NVIDIA, and Manulife/Microsoft — cement enterprise AI governance and compute partnerships. Yet a Google Cloud report shows AI agents still lack access to the majority of company data (only 45% on average), and insider selling at incumbent C3.ai signals investor caution even as adoption intent (100% planned agentic AI use within two years) races ahead of actual data infrastructure.
Our read on the data ›
Signals we're tracking
EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
Patterns we're watching ›
Where sources disagree
Berkshire Hathaway
Both facts report Berkshire Hathaway's cash position on 2026-01-01 with identical observation timestamps, but claim vastly different values: 380 billion USD vs 400 USD. These cannot both be true for the same entity at the same point in time. The magnitude of the discrepancy (a factor of ~10^9) rules out rounding, unit conversion, or methodological differences.
We flag conflicts openly ›
Recently verified
✓ Checked against the original source
4,984
facts traced to their source — and we flag the ones that don't hold up.
101 entities tracked4,984 facts checked against source5,306 source documents archived
Query this data → isubstrate.com