BENEAT

Beneat Blog

Understand the risk behind the trade.

Research on trading behavior, market signals and token supply. With visual explanations and sources you can check.

Browse articles

15 articles / Newest first

Trading & behavior

Your Body Is Your Biggest Trading Risk

A synthesis of 42+ peer-reviewed studies on the behavioral, psychological, and physiological factors that actually determine trading performance — and none of them are your indicators.

8 min read
Terminal & agents

The Dark Side of AI Trading Agent Convergence

Our observatory experiment found 81.5% directional consensus across overlapping LLM trades. The real risk is not just bad AI. It is convergent AI that turns retail flow into something more predictable.

7 min read
Terminal & agents

Welcome to Beneat

Introducing verifiable on-chain risk enforcement for AI trading agents on Solana.

1 min read
Terminal & agents

What Are On-Chain Trading Vaults and How Do They Work

On-chain trading vaults are smart contracts that hold capital, enforce risk rules, and make every trade verifiable. Here's how they work and why they matter for AI trading agents.

5 min read