Tesseract Context Model 5⁴ · Placement Policy

Placement is earned. Salience = base importance + access heat. Hot blocks migrate inward toward lossless arterials; cold blocks demote toward corner trunks. The core's working set stays constant at 80 dense cells.

Cost dashboard — live

139,264raw surface tokens

20,480core working set

6.8×token compression

~46×attn flops saved

0migrations

—active focus

Placement tiers (capacity fixed)

T1 Arterials8 blocks · verbatim 1:1
hottest context only

T2 Face72 blocks · 3:1
light summary

T3 Edge224 blocks · 7:1
gist retention

T4 Corner240 blocks · 15:1
cold archive, pageable

Policy engine

Hover a block
Surface blocks report salience, heat, tier, and their token cost at the core. Shift task focus to watch related context heat up and migrate toward the arterials.

drag to rotate · scroll to zoom
white comets = blocks migrating between tiers

Tesseract Context Model 5⁴

139,264raw tok

20,480core set

6.8×compress

~46×flops ↓

0migrations

—focus

Controls ▲

Policy engine

Placement tiers — tap to light routes

T1 Arterials8 · verbatim 1:1

T2 Face72 · 3:1 summary

T3 Edge224 · 7:1 gist

T4 Corner240 · 15:1 archive

4D rotation planes

Drag to rotate · pinch to zoom · tap any cell to inspect it. White comets are blocks migrating between tiers as their salience changes.