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SPEIRS
Content Brain · Unabbreviated
Ecosystem read — the picture in 30 seconds
What's moving — trends & momentum
Knowledge graph — click any node to focus
recent only ✦ reset focus
topic entity claim hypothesis
drag to pan · scroll to zoom · click node → detail
Topics — size = depth (sources held) · glow = active in last 14 days
Latest intelligence

Every assessed claim, newest source first. Each carries a confidence grade — click a claim to open its topic, click a grade to read the scale.

Grade key — NATO admiralty system
Source reliability
ACompletely reliable
BUsually reliable
CFairly reliable
DNot usually reliable
EUnreliable
FCannot be judged
Information credibility
1Confirmed by independent sources
2Probably true
3Possibly true
4Doubtful
5Improbable
6Cannot be judged
strong moderate weak ungraded

e.g. B2 = usually-reliable source, probably-true info. A grade is an assessment, not a verdict — it always travels with its source.

Source timeline

Every source the brain holds, newest first. Click any source to read it and follow it back to origin.

Topics

The map of what Speirs understands. Each tile opens its assessed claims, sources, hypotheses and a one-click NotebookLM pack.

Reasoning — how Speirs gets to a view

Each tree starts from a decision or question, breaks into testable hypotheses, and shows the load-bearing assumption plus the graded claims for and against. The reasoning is the product — click a branch to open it.

Open hypotheses — bets to test

The questions the brain hasn't closed. Working material for episodes and further intel.