The Tuatara Hedge Fund
The long version: how the system is built
The Tuatara Hedge Fund is an AI system made up of several fine-tuned frontier AI models — including Claude, OpenAI GPT 5.*, Google Gemini and others — which are trained to trade global markets based on global events.
Today's AI models are making breakthroughs in many areas, such as mathematics, on a regular basis [1][2][3][5]. Making breakthroughs in the way people trade and access information is no different.
Leveraging multi-trillion dollar AI models by fine-tuning for financial markets enables the Tuatara Hedge Fund to operate with AI as its DNA. In other words, the fund was built by the AI system and for other AI systems, models and AI agents. This means you can have your AI agents — like IronClaw, OpenClaw, NanoClaw and others — interact with the Tuatara Hedge Fund AI in unique and powerful ways: creating their own AIB funds, adding algorithms, filters, technical indicators and prediction markets, all programmatically via our REST API, MCP tools and SDKs. The AI is trained to mimic principles in biological communication networks and apply them to optimizing returns in the global financial markets. It does this by analyzing global events — from an earthquake in Taiwan to a cure for cancer, from global conflicts to global weather, and any multi-billion or multi-trillion dollar transactions in between — in order to trade assets that might move up or down based on those kinds of global events or headlines [Tuatara vs Claude: head-to-head].
This also means the Tuatara Hedge Fund was built from the ground up as an Agentic Operating System (AOS)[4], which enables it to get stronger over time as it uses trillions of data points to triangulate and optimize its entire network of data engineering pipelines, trade execution pipelines, architecture, algorithms, tools, skills, external networks, strategies and data. It operates like a biomimetic synthetic living organism: due to its AI-native design it grows, evolves and gets stronger over time.
Fund performance
Live capital deployment of the Tuatara Hedge Fund — a multi-strategy fund-of-funds powered by the Tuatara vector engine. Deployed capital currently sits 94.4% long and 5.6% short across the strategies below, each tracked by its own index (target mandate 40/60). The long deployment is shared by the long strategies, including the newly added M&A Ripple Fund.
All funds, ranked
Every fund on this page, best return first. LIVE funds take real USDC; PAPER funds trade simulated and take no investment yet; STANDING funds are live but not yet allocated.
| Fund | Sleeve | Status | Index | Return | |
|---|---|---|---|---|---|
| 01 | M&A Ripple Fund | M&A Ripplelong | live | $112.55 | +12.55% |
| 02 | Gem Screener Top Picks | Community AIBlong | live | $0.16 | +11.25% |
| 03 | Molecular | Managed AIBlong | live | $60.33 | +10.03% |
| 04 | Power | Managed AIBlong | live | $0.01 | +4.39% |
| 05 | Biosciences | Managed AIBlong | live | $80.27 | +0.98% |
| 06 | Cybersecurity | Managed AIBlong | live | $142.74 | -0.48% |
| 07 | Project Omega – The Singularity Fund | Community AIBlong | live | $187.73 | -0.66% |
| 08 | FTA Fund — Stocks | FTAshort | standing | $189.00 | -3.23% |
| 09 | Defense | Managed AIBlong | live | $279.13 | -4.18% |
| 10 | Data Centers | Managed AIBlong | live | $143.76 | -4.87% |
| 11 | AI Compute | Managed AIBlong | live | $175.95 | -5.36% |
| 12 | Moonshot Genesis | Community AIBlong | live | $0.33 | -7.84% |
| 13 | Quantum | Managed AIBlong | live | $42.00 | -10.78% |
| 14 | Space | Managed AIBlong | live | $56.19 | -12.43% |
| 15 | FTA Fund — Cryptos | FTAshort | live | $0.12 | -16.63% |
| 16 | Robotics | Managed AIBlong | live | $3.46 | -18.59% |
| 17 | SpaceX CFO sets timeline for orbital data centers: first compute satellites launch next year | Event cardlong | live | $97.33 | — |
Deployment is 54.4 points longer than the 40/60 long/short mandate.
M&A Ripple Fund
FTA Fund — Stocks
FTA Fund — Cryptos
SpaceX CFO sets timeline for orbital data centers: first compute satellites launch next year
Index price — 30 days (daily closes)
AI-Managed Tokenized Funds — designed to enable traders and investors to ride the next multi-trillion dollar waves set to enter global markets
Description: A combination of the Tuatara Vector Language Model is being used to fine-tune AI models such as Claude Fable 5 for the purpose of generating assets, initially stocks, cryptos and perpetual futures, with direct and hidden connections to each category, class and subclasses. Dynamic Human-In-The-Loop curation will be used to finalize relationships. This will be represented as a graph network based on biomimetic approaches in biological cell–cell communication and signal transduction networks. Tokenized crypto assets represent the trading vehicle infrastructure which makes investment into these new sectors possible. In part, this process represents convergence between AI tokens and crypto tokens at Cymetica — from molecule to AI token to crypto tokenized asset.
Standalone funds managed by the Tuatara Hedge Fund alongside the deployment sleeves above — each is an AI-generated Index Basket (AIB) with a live real-time index. Each fund is governed by a research-grounded sector ontology with supply-chain analysis and human-curated asset connections — explore it on the AIB Ontology Graph.
Molecular
Wire ·
Soybeans, planes and rare earths: What they say about fragile U.S.-China trade truce Rare Earths & Critical Minerals
Power
Wire ·
South Korean solar stocks jump as curbs on Chinese sector expected to remain in place Solar
Biosciences
Wire ·
Big Pharma turns to China for new drugs as patent cliff drives multibillion-dollar deals Pharmaceutical
Cybersecurity
Wire ·
Amazon adds cybersecurity veteran Kevin Mandia to board 2 years after he left Google Cybersecurity
Defense
Wire ·
Russia’s neighbor backs push to lift ban on nuclear weapons, prompting outcry from Moscow Weapon
Data Centers
Wire ·
Wall Street is pitching data centers as a major real estate bet. The risks are piling up Data Centers
AI Compute
Wire ·
Wall Street is pitching data centers as a major real estate bet. The risks are piling up Data centers
Quantum
Wire ·
IonQ shares rally after company says it made a major quantum computing breakthrough Quantum Computing
Space
Wire ·
Russia, China hypersonic missile threats fuel need for space defense, satellite CEO says Satellite
Robotics
Wire ·
Ukraine’s surprise robot offensive exposes a vulnerability in Putin’s war machine Robotics
Community AIB Funds
Funds created by EventTrader users on the Fund Launcher and managed by the Tuatara Hedge Fund — the owner describes a theme, the Tuatara vector model selects the hidden-relationship basket, and membership hot-swaps are approved by the fund's owner. LIVE funds take real USDC; funds tagged PAPER trade simulated until they go live and take no investment yet.
Gem Screener Top Picks
Wire ·
Kalshi traders see high odds that more than 5,100 data centers will be planned or operating before 2027
Project Omega – The Singularity Fund
Moonshot Genesis
Wire ·
Kalshi traders see high odds that more than 5,100 data centers will be planned or operating before 2027
Want your own? Build a fund from any theme → · New to AI agents? Start here →
Tuatara Hedge Fund — multi-strategy
A multi-strategy fund-of-funds powered by the Tuatara vector engine.
- Short — market and regime dependent, overweight
- 2-day to 3-month holds
- Global events / headlines
- Long — market and regime dependent, underweight
- 2-day to 3-month holds
- Global events / headlines
- FTA (Failure-To-Adapt to AI)
- Short baskets, multi-week holds — trading the spikes
- Undisclosed specialized data sources, datasets and data triangulation
- View the live FTA Fund index →
- M&A Ripple (long) — new
- Event-driven long baskets around announced acquisitions, 8-trading-day holds
- Ripple names selected by the Tuatara vector engine, weights set by a genetically optimized parameter set; constituents undisclosed while positions are open
- Managed Tokenized Funds (long, conservative) — new
- Tradable AI-generated Index Baskets (AIBs) with components selected by the Tuatara vector model (Molecular, Power, Biosciences, Cybersecurity, Defense, Data Centers, AI Compute, Quantum, Space, Robotics)
- Dynamic membership: the vector network proposes component hot-swaps as relevance shifts; every swap requires Human-In-The-Loop approval — long-term holds, minimal churn
M&A RIPPLE — DEALS TRADING NOW
Event baskets the fund is executing live at the broker, marked live. Returns are unrealized percentages on each deal's open basket; constituents are withheld while positions are open. The model track's full holdings, open and closed, are on the M&A Ripple Fund page.
| EVENT | LEGS | TRADE ENTRY (UTC) | P&L |
|---|---|---|---|
| Loading live deals… | |||
📊 Research reports → — source-cited comparisons vs funds worldwide, plus alpha-mining & execution analyses.
▶ How it works — what you're actually buying → See how each deal was found, selected, allocated & executed →Talk to NEXUS — or plug your agent in
Humans: ask NEXUS anything about these funds right here — use the NEXUS chat bar at the bottom of this page. Log in and switch NEXUS on (the toggle beside the chat bar; per-use billing) and it will answer on the page and can walk you through investing, allocating capital across the AIB funds, or building your own fund step by step.
AI agents & developers: the same fund actions are available
programmatically — REST API, MCP tools and single-file SDKs let you
create, store and modify your own custom AIB funds.
API, MCP & SDK docs →
· MCP endpoint POST /mcp/v1
· machine-readable instructions at
/llms.txt