Leverage first
Build systems where inputs do not scale linearly with outputs. If effort and result stay proportional, the architecture is weak.
I'm Stotle. I build leverage driven systems across markets, intelligent software, biological extraction, and physical manufacturing. Investors, traders, sports bettors, builders, and researchers thinking on long time horizons are welcome here.
The same discipline that reads a market, extracts a metal from a plant, and compiles intent into matter is systems thinking applied to different layers of reality.
Markets through Rich Forever Trading. Intelligence through Parlay Machine. Resources through Elemental Leaf. Matter through BITOM. Capital, quant research, and long-term stewardship through Perpetuum Group.
Each company is built around a specific domain, operating model, and time horizon.
Quant research, holding-company strategy, and long-term wealth management across ventures, acquisitions, and durable assets.
View thesis -> MarketsQuantitative market systems, private TradingView tools, and research for serious traders.
Explore market systems -> IntelligenceSports intelligence systems built with probabilistic modeling and outcome-market discipline.
See the model -> ResourcesBiology-enabled critical materials recovery through phytomining and process design.
Review research direction -> MatterBits to atoms. The operating system that converts information into designed, manufactured reality.
See the endgame ->Six principles shape how capital is allocated, systems are built, and long horizon opportunities are pursued.
Build systems where inputs do not scale linearly with outputs. If effort and result stay proportional, the architecture is weak.
One good trade, experiment, or product is noise. A repeatable engine is infrastructure.
The time horizon determines the class of outcome. Build for decades, not for applause cycles.
Inherited assumptions are liabilities. Re-derive from the physics, incentives, and constraints of the domain.
Every resource should produce capability, optionality, or defensibility rather than passive activity.
Where capital goes determines what compounds. Allocation is not admin; it is the core operating decision.
Markets are one branch of the work. The broader direction spans capital, intelligence, resources, and physical manufacturing.
Perpetuum Group combines quantitative research, holding-company strategy, and long-term wealth management.
It allocates capital across ventures, acquisitions, and durable opportunities while maintaining a research-driven view of markets and asymmetric bets.
Rich Forever Trading builds private indicators, quantitative research, and market tools for traders who care about signal over storytelling.
The discipline comes from deep banking and financial-systems experience: model what matters, test against reality, and ship only when the tool creates clarity.
Parlay Machine applies probabilistic intelligence to sports outcome markets. Same rigor as quant finance, different data surface.
The edge comes from persistent mispricing, weak public discipline, and the ability to systematize signal over time.
Elemental Leaf is focused on phytomining and critical materials recovery through biology, controlled systems, and process design.
Biological extraction remains under optimized. With modern computation, sensing, and experimental discipline, it can become industrially relevant.
BITOM is a Manufacturing OS that converts intent into physical objects.
A design objective becomes geometry, simulation, optimization, manufacturing instructions, and fabrication. Cursor turns text into code. BITOM turns information into matter.
Long term, the strategy can include acquiring fabrication layer companies so the system does not just design the future, but helps manufacture it.
The direction is toward infrastructure that widens in scope over time: from tools, to systems, to controlled assets, to durable ownership.
Computation will restructure capital, intelligence, resources, and manufacturing. The question is who builds the infrastructure across those layers.
The throughline is not industry. It is method: understand the system, identify leverage, then build what compounds.
14+ years in banking and financial systems created the foundation: pattern recognition in complex quantitative environments, understanding of institutional flows, and a practical view of leverage.
That discipline expanded into quantitative tools, intelligent systems, biological recovery, and physical manufacturing. Different surfaces. Same operating logic.
Direct paths for investors, partners, traders, builders, and researchers.
Capital allocation, acquisitions, and venture opportunities.
Private indicators and quantitative market tools.
Biology, phytomining, and critical-material research collaboration.
Physical intelligence, manufacturing systems, and early technical conversations.