Research
Public work is listed only where XGCS can identify the program, boundary, and evidence mode without fabricating maturity.
Public registry / 02 entries
This registry does not represent every private investigation. It records only public programs with a defensible route and makes absent dates explicit.
| Project | Research question | Program state | Lab / provenance | Evidence mode |
|---|---|---|---|---|
| Ebb & Flow | Can interacting pressure, momentum, confluence, and regime signals make timing-sensitive decisions more legible? | PUBLIC FRAMEWORK | XGCS / E&F Revision date not published | Conceptual record |
| Heatmap Strategy Lab | How can diverse candidate structures be searched, challenged, retained, and remembered without exposing proprietary logic? | VERIFIED SNAPSHOT | XGCS / HSL Aug 26, 2026, 10:19 PM UTC | Recorded research replay |
Record / 1.0.0
hsl_20260826T221952Z_30f6d81ac86e
Verified current when exported at Aug 26, 2026, 10:19 PM UTC. The event sample is bounded and the archive contains current occupants, not complete history. No positions, orders, forecasts, returns, formulas, genomes, model weights, or raw event text are published.
Portfolio / Adjacent research programs
These projects are shown because their relationship to the laboratory can be stated precisely. They share methods and research discipline with XGCS; they do not imply one product roadmap, a Kairos feature set, or equivalent maturity.
Implementation maturity only · No research evidence state assigned
01
Intent coordination / exchange graphs
Research question
How can loosely stated wants, offers, and constraints become inspectable exchange pathways—including multi-step matches—without reducing coordination to cash or static listings?
Relationship to XGCS research
Valence extends XGCS work on signal extraction and decision structure into human coordination: noisy intent becomes typed, reviewable graph relationships.
02
Deterministic systems / causal provenance
Research question
How can a simulated world maintain a single authoritative history while preserving deterministic causality, provenance, recovery, and replay?
Relationship to XGCS research
Tikkara applies the laboratory’s concern for auditable state and bounded inference to complex simulations, where every mutation must be explainable and reproducible.
03
Inspectable reasoning / evidence discipline
Research question
How can doctrinal claims be evaluated through a reasoning trace that separates evidence, observation, interpretation, assumptions, counterevidence, and conclusion limits?
Relationship to XGCS research
Berean applies XGCS evidence discipline to qualitative reasoning: evidence bounds the conclusion, uncertainty stays visible, and the reasoning remains challengeable.
Instrument inventory / Public-safe surfaces
The current instrument family carries fewer fields than the private research system. That constraint is intentional: public legibility does not require public exposure of sensitive logic.
Occupied behavior niches and current-occupant last-claim generations from the Broad archive.
Omits quality · returns · genomes · prior occupants
Typed null-registry rows grouped by published failure mode, with one mark per record.
Not chronology · not all killed candidates · not loss
Market structure and semantic context with feed, fallback, timestamp, and provenance state shown in the surface.
State observation · not a trade call or guarantee
Vocabulary / Not project claims
These tokens prepare the system for future records. Their presence here does not assign any state to an undisclosed project.