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Discover more about Bumper

At its heart, Bumper is a revolutionary pooled risk market which protects the value of crypto assets from downside volatility and market crashes. Although Bumper shares some similarities with Stop Losses, Options Desk and insurance policies, there are significant differences in Bumper’s architecture, functionality and approach to managing risk.

Users on one side hedge their crypto assets by locking in a floor price for a set term. The protocol intelligently balances the protocol ensuring that the minimum value is preserved at the end of the term.

Hedge Now

On the other side of the market, users deposit stablecoin liquidity to balance the protocol and earn a yield derived from dynamic premiums (streamia) paid by protection takers.

EARN YIELD

This opens up a range of opportunities for users to gain protection from downside price movement, beat the market through accumulation trading strategies and earn yield on their stablecoin deposits.

Artificial Intelligence (AI) Power

Bumper uses a combination of three AI tech stacks to provide prediction, sentiment and technical analysis to the protocol. These inputs enhance Bumper’s ability to dynamically price premiums according to real-time volatility, ingesting signals from LLMs to pre-empt market trends and rebalance proactively.

Price Prediction

Bumper's AI engineers are training a state-of-the-art Large Language Model (LLM) with a staggering 70 billion parameters using extensive financial data, including crypto asset price datasets.

Through techniques such as Reinforcement Learning from Human Feedback (RLHF) and Retrieval Augmented Generation (RAG), Bumper aims to enhance the accuracy and efficiency of its price prediction algorithms, laying the groundwork for real-time market insights and proactive decision-making.

Sentiment Analysis

By leveraging a pre-trained 8 billion parameter Large Language Model (LLM), Bumper can analyse vast amounts of financial Natural Language Processing (NLP) data to gauge market sentiment with unparalleled granularity.

Through fine-tuning and advanced NLP techniques, Bumper gains valuable insights into speculator disposition, allowing for a deeper understanding of market dynamics and trends.

Technical Analysis

Bumper's AI engineers have pioneered a novel approach to technical analysis by training a Large Language And Vision Assistant (LLAVA).

This multimodal model combines vision-based analysis of price plot images with NLP-driven interpretation of technical indicators, enabling Bumper to make informed decisions based on historical price data and market trends.

Analysis using Bumper’s proprietary Agent-Based Modelling (ABM) forecasts an economic improvement of 5-25% in terms of the protocol’s efficiency to balance the trilemma between Lower Premiums, Higher Yields and Solvency Robustness.

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Security

Bumper's Security Measures: Elevating Trust and Reliability in DeFi

Bumper’s first priority is an unwavering commitment to providing a safe, transparent, and innovative platform for crypto enthusiasts. Experience the future of crypto risk management with confidence and peace of mind.