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Salarium Classical Profile MarkSALARIUMAUTONOMOUS INVESTMENT RESEARCH
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1.0.0-RC1/RELEASE CANDIDATE
Salarium Classical Profile MarkSALARIUMAUTONOMOUS INVESTMENT RESEARCH

Open-source systematic equity research: governed data, out-of-sample rankings, concentrated portfolio construction, and auditable risk decisions.

Research only. Not investment advice. No live order execution.

EXPLORE

RankingsPortfolioSimulationResearchMethodologyArchitectureAboutPerformanceExperimentsCandidatesDisclosures

EVIDENCE

Forward paper snapshotRelease snapshot20D release rankingsCandidate snapshot

PROJECT

GitHub repositoryModel cardRelease notes
COMMIT 7c730e84c409SNAPSHOT AUG 11, 2026, 11:14 PM UTC© 2026 NIALL GILLEN · MIT LICENSE

WALK-FORWARD OUT-OF-SAMPLE

Performance as evidence.Never as a promise.

The selected record is a historical simulation generated by annual expanding-window evaluation. Aggregate metrics are paired with the yearly record and explicit implementation limits.

ANNUALIZED NET RETURN

48.2%

simulated, after modeled costs

NET SHARPE

1.298

overall walk-forward record

NET SORTINO

2.678

downside-risk adjusted

MAXIMUM DRAWDOWN

-49.6%

simulated peak to trough

AVERAGE EXPOSURE

0.534x

governed exposure

ANNUAL TURNOVER

17.81x

research estimate

AVG TRANSACTION COST

0.071%

per rebalance observation

EVALUATION PERIOD

2021–2026

139 rebalances

SHADOW MANDATE / NON CANONICAL

The drawdown target was met.

A high-water-mark capital-cushion controller lowered the simulated maximum drawdown below 25% without changing the ranking model or Top-10 portfolio constructor. It is approved for forward paper tracking, with no live capital, brokerage connection, or order generation.

PAPER ACTIVE

CANDIDATE DRAWDOWN

-21.6%

-49.2% cash-yield comparator

CANDIDATE RETURN

35.1%

70.0% of comparator

CANDIDATE SHARPE

1.435

+0.099 vs comparator

PAPER MANDATE

$93,943

63% equity · 3 completed intervals

Soft floor: 78% of the running high-water mark · cushion multiplier: 3.0x · block bootstrap: 10,000 paths. Historical results will not be backfilled into the shadow ledger. The temporal confirmation segment is not a pristine holdout, the soft floor cannot prevent gap losses, and canonical release metrics above are unchanged.

ANNUAL RECORD

The aggregate is not the whole record.

YearCore returnCore SharpeAggressive returnDefensive returnCore drawdown
2021-18.2%-0.472-4.4%-15.6%-33.4%
2022-19.6%-0.614-44.7%-14.3%-26.9%
2023129.1%2.314301.1%134.2%-16.2%
202477.1%1.67097.7%71.2%-11.9%
2025166.9%3.320298.9%128.8%-8.2%
202664.7%1.620164.4%52.3%-12.6%
Research disclosure

Simulated historical results. Includes modeled transaction costs where specified. Does not represent live investment performance. The research configuration was selected through iterative experimentation and is therefore subject to model-selection bias.

The homepage compounds the governed detailed return stream into a hypothetical $100,000 account and compares it with a buy-and-hold SPY adjusted-close total-return proxy over identical dates. This page keeps the yearly record tabular so the aggregate curve does not obscure annual variation.

Inspect provenance+
Source
Governed release research
Artifact
reports/experiments/signal_aware_covariance_overall.csv
OOS period
2021–2026
Portfolio
Core balanced
Model
20D expanding-window
Commit
7c730e84c4095b66a44285967e9bb99f8be16491
Generated
2026-08-11T23:14:26.524889+00:00