AI/ML●●●Banger
A model-routing benchmark – the routers optimize the wrong axis
Proves cheap local models with RAG beat cold flagship models on citation accuracy.
Big BrainDark Horse
yadellopez
108d ago
Back to browse
GitHub Repository
FLUXARA-1 independent audit verification pack for peer review. Contains frozen engine outputs, replication scripts, and vBase blockchain temporal proofs (SR 11-7 / Basel IRB aligned).
26 stars
Reproducibility Benchmark a Risk Quantitative Model
by mingshi_tz·Jul 26, 2026·5 points·0 comments
AI Analysis
●MidNiche GemBold Bet
Auditing a 'no-history' risk model is bold, but the physics claims need peer review, not just scripts.
Strengths
- •Blockchain temporal proofs add genuine immutability to the audit trail.
- •Dual-domain validation covering both macro-finance and biographical risk is unique.
- •Strict adherence to SR 11-7 and Basel IRB standards shows serious regulatory intent.
Weaknesses
- •Claims of 'physical weight layers' and 'space-time coordinates' sound like pseudoscience without formal papers.
- •Repository contains only verification data; the actual model engine code is missing.
Category
Target Audience
Quantitative analysts, financial auditors, risk model validators
Similar To
Numerai · QuantConnect · RiskModel
Similar Projects
AI/ML●●●Banger
A deterministic ecosystem simulator for long-horizon AI agents
Deterministic multi-agent evolutionary benchmark with SHA-256 reproducible capsules for agent testing.
Big BrainWizardryZero to One
yangkecoy
104mo ago
AI/ML●●Solid
Apodex-1.0 – Deep research with independent verifier (90.3 BrowseComp)
90.3 BrowseComp score with verification-centric model architecture.
Niche Gem
wuqiaocauc
101mo ago
Finance○Pass
Quantitative analysis of Alphabet (GOOGL) financials
The project looks like a focused, data-first equity writeup: revenue trends, margins, valuation comps and explicit risk sections are exactly what a stock analyst wants. The landing page is very minimal (GitHub Pages static report) — promising if the models and source tables are included, but it would move from useful to go-to if it added interactive charts, downloadable CSVs or notebook links for reproducibility.
Niche GemShip It
JasonHEIN
205mo ago
Data●●Solid
A seedable stream shuffler modeled as a roundabout network (Python)
Shuffling metaphor with real math—97.5% Fisher-Yates quality but solves no obvious problem over standard random.
Big BrainNiche GemWizardry
velocitatem
104mo ago
AI/ML●●Solid
Reproducible benchmark – OpenAI charges 1.5x-3.3x more for non-English
Exposes 230% Arabic token tax that nobody talks about in pricing.
Dark HorseBig Brain
vfalbor
103mo ago