AITT · ai trends & technology pap: —

Surface 2 · the fast cut

What's moving in AI
tools & tech — right now.

AITT reads the measurement corpus — leaderboards, funding, GitHub stars, traffic, YouTube, news — and ranks what is moving by a transparent momentum score. Not the week's summary; the velocity.

Boundary — this is the TOOL/TECHNOLOGY surface: movement-first, the fast cut. It does not duplicate the INDUSTRY surface's slow weekly sector digest, or the extraction surface. Same corpus, different question.

The measurement corpus

The ATT-MSF source directory

The feed half of the merged registry (data/registry.json) — channels to pull signals from, grouped by category. Click a category to list its feeds; filter by access tier.

— feeds / — —
live: GET /api/sources ?category= &access= · GET /api/corpus (both properties) · corpus is — — remainder pending (Brain 1)

This tick

The Velocity Board

The fast cut: not what exists — what's moving. Momentum = |Δ%| × recency × sector weight, signed by direction. Feed movement signals; the board ranks movers, breakouts and coolers, and shows per-sector heat.

seed · 13 signals
Movement signals (edit the JSON to recompute)

The split

Everything → a specialized pick

AITT (this surface) is the everything corpus. Its mirrored sibling Aitechnologyandtrends.com is the specialized cut — a curated pick that feeds a daily headline aggregator.

AItrendsandtechnology.com—
feeds — measurement + news channels · Velocity Board (this surface)
Aitechnologyandtrends.com—
entities ↔ feeds cross-referenced in the merged registry