Léargas · Aislinge

Memory, insight, and belief across the full cognitive pipeline. What the system remembers, what it dreams, and what it believes.

Memory Map

Temporal memory manifold. 60-component GMM across monthly snapshots, source-coloured clusters showing what the system remembers and how memory topology shifts over time.

Book Growth

Writing progress over time. Watch books grow from first word count to publication, tracking across pen names.

Combined

Memory clusters and book growth on the same canvas. How writing activity correlates with memory density and cognitive load.

Aislinge Beliefs

Belief topology. Consolidated beliefs from cross-domain bridges, revealing the patterns and preoccupations that emerge when memories dream.

Emotional Arc

What was done, how it felt, what was learned. Temporal memory colored by emotional register with belief crystallisation markers over time.

Evaluation

29 retrieval queries tested: does Aislinge content surface alongside raw episodic documents? How does consolidated knowledge compete with the original material?

14/29
surfaced
1.5
avg rank
23
top changed
semantic
5/12
fts
1/7
emotional
2/4
belief
6/6

Last REM Pass

8 frontier components dreamed, 24 bridges generated, 0 rejected as noise. Mean centroid shift: 0.0376.

[3] Q: Classify the email’s primary intent as one of:
“All three regions seem to be involved in processing and understanding written communication, specifically emails.”
[12] Writing session — TJM Book Income — 2019-07-06
“The three regions represent different phases of a single creative project—a book—that includes writing sessions, a copy ”
[32] 2026-03-29 — Daily Summary (Lorg) Location: Letter
“The three regions are all related to the concept of 'memory' and 'daily life', with Region A discussing a daily summary ”
[40] Writing session — Dutch Boy — 2024-07-31 Total wor
“The connection between these three regions of semantic memory lies in the thematic progression of creative writing and t”
[43] 2026-03-27 13:46 — Chat (Lorg) Todd: Here, look! 📷
“The three regions of semantic memory are linked by a series of images and conversations about a mysterious location, pos”
[1] Writing session — Sky Dragons — 2005-03-14 Total w
“All three regions are linked by the use of the word "session" in their titles, suggesting that they are parts of a large”

The Pipeline

The FoxxeLabs cognitive stack processes experience into understanding through four stages, mirroring how biological memory consolidates during sleep.

Mnemos
episodic store
Radharc
geometry mapping
Aislinge
dream consolidation
Léargas
holographic manifold
Legion
embodied system

Mnemos stores raw episodic documents — conversations, research, code, writing. Radharc maps the geometry: which documents cluster together, where models disagree, what adjacencies emerge across domains.

Aislinge is the sleep process. It takes Radharc’s geometry and generates bridge statements across cross-domain adjacencies — conceptual insights and emotional preoccupations. These bridges are then clustered into second-order beliefs: the convictions and anxieties that the full body of experience reveals.

Léargas maintains a living Gaussian Mixture Model over the full embedding space — a cognitive field that shifts as new experience is absorbed. The visualisations above are windows into that field.