{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "WITNESS Standard",
  "home_page_url": "https://witnessstandard.com/",
  "feed_url": "https://witnessstandard.com/feed.json",
  "description": "Public updates from WITNESS Standard — evidence-backed creator intelligence.",
  "language": "en-US",
  "items": [
    {
      "id": "witness-creator-intelligence-loop-2026-08-16",
      "url": "https://witnessstandard.com/creator-intelligence-loop.html",
      "title": "Connect your world. WITNESS finds what matters.",
      "content_text": "WITNESS defines its creator-intelligence value loop as Connect, Understand, Discover, Act, Learn, Grow: connect creator signals, understand material change, surface opportunities, support the next move with evidence attached, and learn from subsequent outcomes.",
      "summary": "The canonical WITNESS creator intelligence loop and launch promise.",
      "date_published": "2026-08-15T23:55:00-05:00",
      "tags": ["creator intelligence", "opportunity intelligence", "decision intelligence", "WITNESS"]
    },
    {
      "id": "witness-authority-graph-2026-08-16",
      "url": "https://witnessstandard.com/creator-intelligence-guide.html",
      "title": "Creator intelligence: from signals to evidence-backed decisions",
      "content_text": "WITNESS publishes a comprehensive creator-intelligence guide connecting platform signals, reconciliation, opportunity recognition, Signal Integrity, competing explanations, uncertainty, Findings, baselines, anomalies, Watches, Records, decisions, MCP, and A2A into one evidence-backed methodology.",
      "summary": "A comprehensive guide to the WITNESS creator-intelligence category and method.",
      "date_published": "2026-08-15T23:15:00-05:00",
      "tags": ["creator intelligence", "WITNESS Standard", "evidence-backed AI"]
    },
    {
      "id": "witness-reach-drop-investigation",
      "url": "https://witnessstandard.com/reach-drop-investigation.html",
      "title": "Reach down 38%: a WITNESS creator-intelligence investigation",
      "content_text": "An explicitly illustrative worked example shows how WITNESS can find a stronger audience-quality and distribution story inside an apparent reach decline when discovery falls while returning audience, completion, and core engagement improve.",
      "summary": "A worked example showing how connected evidence can reveal the opportunity inside a top-line metric change.",
      "date_published": "2026-08-15T23:14:00-05:00",
      "tags": ["creator analytics", "distribution shift", "audience demand", "Findings"]
    },
    {
      "id": "witness-evidence-backed-ai",
      "url": "https://witnessstandard.com/evidence-backed-ai.html",
      "title": "Evidence-backed AI for creator decisions",
      "content_text": "WITNESS defines evidence-backed AI as reasoning where observations, source evidence, inference, competing explanations, uncertainty, recommendations, and conclusions remain inspectably connected.",
      "summary": "The trust layer beneath WITNESS opportunity and next-move intelligence.",
      "date_published": "2026-08-15T23:13:00-05:00",
      "tags": ["evidence-backed AI", "AI governance", "uncertainty"]
    },
    {
      "id": "witness-developer-evidence-layer",
      "url": "https://witnessstandard.com/developers.html",
      "title": "WITNESS publishes developer and machine-discovery surfaces",
      "content_text": "WITNESS exposes canonical entity data, capability and topic maps, MCP discovery, A2A discovery, an evidence extension, OpenAPI, feeds, LLM source maps, and explicit truth-authority boundaries for compatible systems.",
      "summary": "Machine-facing WITNESS discovery and evidence interfaces.",
      "date_published": "2026-08-15T23:12:00-05:00",
      "tags": ["MCP", "A2A", "AI agents", "developer"]
    },
    {
      "id": "witness-launch-2026-08-20",
      "url": "https://witnessstandard.com/launch-2026-08-20.html",
      "title": "WITNESS launches August 20, 2026",
      "content_text": "WITNESS Standard launches August 20, 2026. Connect your world. WITNESS finds what matters: understand what is changing, surface emerging opportunity, support the next move, and learn from what happens next.",
      "summary": "WITNESS Standard launches August 20, 2026.",
      "date_published": "2026-08-15T23:11:00-05:00",
      "tags": ["WITNESS", "creator intelligence", "launch"]
    },
    {
      "id": "witness-signal-integrity",
      "url": "https://witnessstandard.com/signal-integrity.html",
      "title": "Signal Integrity: decide what evidence deserves trust before reasoning from it",
      "content_text": "Signal Integrity is a first-class WITNESS capability for evaluating evidence quality, structural anomalies, provenance, contradictions, and limitations before AI reasoning or recommendations consume the signal.",
      "summary": "WITNESS evaluates evidence quality before drawing conclusions or supporting next moves.",
      "date_published": "2026-08-15T23:10:00-05:00",
      "tags": ["Signal Integrity", "evidence", "AI reasoning"]
    },
    {
      "id": "witness-methodology",
      "url": "https://witnessstandard.com/methodology.html",
      "title": "WITNESS methodology: Observe, Reconcile, Compare, Infer, Challenge, Explain, Watch",
      "content_text": "The WITNESS investigation methodology connects creator signals to evidence-backed Findings and next moves while preserving uncertainty and change conditions.",
      "summary": "How WITNESS turns creator signals into evidence-backed Findings.",
      "date_published": "2026-08-15T23:09:00-05:00",
      "tags": ["methodology", "creator intelligence", "Findings"]
    },
    {
      "id": "witness-standard-definition",
      "url": "https://witnessstandard.com/standard.html",
      "title": "The WITNESS Standard",
      "content_text": "WITNESS separates observation, evidence, inference, competing explanations, uncertainty, recommendations, and established claims so useful intelligence keeps its reasoning attached.",
      "summary": "The epistemic standard beneath WITNESS creator intelligence.",
      "date_published": "2026-08-15T23:08:00-05:00",
      "tags": ["WITNESS Standard", "epistemics", "creator intelligence"]
    }
  ]
}