58% inst auto decisions
IndustryLong
AI Agents 58% institutional auto decisions
Source: KuCoin
95% HFs use Agentic AI Apr 2026
IndustryLong
95% HFs transitioned to Agentic AI Apr 2026
Source: KuCoin
AI16z Solana DAO
DeAIMulti
ai16z Solana AI DAO
Source: encyclopedia
Adversarial prompt injection
RiskShort
Prompt injection adversarial attacks
Source: encyclopedia
Akash AKT decentralized cloud
DeAIMulti
Akash AKT decentralized cloud compute
Source: encyclopedia
Anthropic MCP protocol
FrameworksLong
Anthropic Model Context Protocol MCP
Source: encyclopedia
Anti-crowding edge decay
IndustryMulti
LLM signals decay due crowding need bespoke
Source: KuCoin
Audit-as-a-Service emerging
IndustryLong
Audit-as-a-Service AI auditing AI compliance
Source: KuCoin
Bittensor TAO subnets
DeAILong
Bittensor TAO decentralized AI subnet
Source: KuCoin
Compute as new oil
IndustryLong
Compute as new oil institutional thesis
Source: KuCoin
CrewAI multi-agent crew
FrameworksMulti
CrewAI multi-agent crew framework
Source: encyclopedia
Deterministic risk limits
StackLong
Deterministic rules for hard risk limits
Source: Dysnix
ElizaOS most-deployed open-source
FrameworksLong
ElizaOS most widely deployed open-source agent
Source: Dysnix
FET ASI Alliance Fetch+Singularity+Ocean
DeAILong
FET ASI merger Fetch.ai SingularityNET Ocean
Source: KuCoin
Goose Block agent open-source
FrameworksMulti
Goose Block (Square parent) agent
Source: encyclopedia
Hallucination/false reasoning
RiskShort
Hallucination + false reasoning LLM risk
Source: encyclopedia
LLM strategy decisions
StackLong
LLM for strategy-level decisions reasoning
Source: Dysnix
LangChain LangGraph orchestration
FrameworksLong
LangChain LangGraph LLM orchestration tool-calling
Source: Dysnix
ML signal classification
StackLong
ML for low-latency signal classification
Source: Dysnix
Memory persistent state
StrategyLong
Persistent memory for agent state
Source: Wundertrading
Microsoft Autogen multi-agent
FrameworksLong
Microsoft Autogen multi-agent coordination
Source: Dysnix
Multi-agent Bull/Bear/Risk
IndustryLong
Multi-agent Bull/Bear debate + Risk supervisor
Source: Wundertrading
News/earnings parsing agents
StrategyLong
News/earnings call parsing agents
Source: encyclopedia
Olas Valory autonomous agents
FrameworksLong
Olas Valory autonomous agents framework
Source: Dysnix
Polystrat 376% peak return
IndustryLong
Polystrat 376% peak return individual
Source: Dysnix
Polystrat Polymarket Feb 2026
IndustryLong
Polystrat Olas Polymarket Feb 2026 4200+ trades
Source: Dysnix
RAG retrieval-augmented gen
StrategyLong
RAG retrieval-augmented generation
Source: encyclopedia
Render RENDER GPU compute
DeAILong
Render RENDER decentralized GPU compute
Source: KuCoin
Replication systemic risk
RiskShort
Replication = systemic flash-crash risk
Source: encyclopedia
Self-reflective feedback loops
StrategyLong
Self-reflective feedback improvement loops
Source: Wundertrading
Sentiment + on-chain agents
StrategyLong
Sentiment + on-chain combined agents
Source: encyclopedia
Smart-money wallet labeling
StackLong
Smart-money wallet labeling 20+ chains
Source: Wundertrading
Solana 400ms binary slot
StackMulti
Solana 400ms slot binary trade outcome
Source: Dysnix
Tool-calling MCP servers
StrategyLong
Tool-calling agent → MCP servers
Source: encyclopedia
Virtuals Protocol AI agents
DeAIMulti
Virtuals Protocol VIRTUAL AI agents Base
Source: encyclopedia
Worldcoin WLD AI ID
DeAIMulti
Worldcoin WLD AI age verification
Source: encyclopedia
io.net IO compute
DeAIMulti
io.net IO decentralized compute network
Source: encyclopedia
An encyclopedia of publicly documented strategies for education. YCAI does not recommend, endorse, or trade any of these. Not investment advice.