research.arnao.ai Direction 04 · Time-primary

Trend River

The trend is the hero. Watch a field's discourse swell and drain across time — then scrub to any instant and pull out the weighted graph as it stood that day.

Topic — Memory Self-improving · re-indexed 4 min ago · 2 new sources this week

Twelve months of "memory"

Each band is a sub-theme. Its thickness is its weight that month — source authority × recency × corroboration. Drag anywhere on the river to scrub.

Jul ’26snapshot instant

Cross-section

Jul ’26

The weighted graph, sliced from the river at the scrubber. Node size = weight · lines = shared sources. Hover a node for its weight math.

Hover a node to see how its weight is built.

Overnight It got smarter

A widely-shared Abeba Birhane talk — memorization as non-consensual recall — landed mid-June. The agent pulled it in, re-scored the graph, and the Privacy & memorization stream jumped. Machine unlearning rose with it.

Privacy weight · May → Jun
7.6 → 12.4 ▲
Unlearning weight · May → Jun
5.4 → 8.1 ▲

Live filter

Talk to the river. It narrows the streams and re-slices the graph.

Ask for a thread and a window. I'll dim the rest and re-pull the cross-section.
This moment — Jul ’26, all threads
research.arnao.ai — a self-improving weighted graph of a research topic Byron Arnao · Responsible-AI · concept mock, not indexed
Shared block · context as a graph

Memory — Jul ’26

filter: all threads · 7 nodes · full-graph slice
    Anyone with this link opens the same instant — a filtered slice of the full graph, frozen and cited. Sharing context, as a graph.