Gas Strategy Heuristics

Gas is the execution fuel of Ethereum. Inefficient gas bidding often results in failed transactions, wasted ETH, or exploitable execution timing. ZerofyAI introduces an adaptive gas strategy engine with three operational modes:

• Balanced Mode: AI dynamically calibrates gas bids against medium mempool activity, ensuring cost efficiency while maintaining acceptable inclusion probability.

• Aggressive Mode: For high-priority operations (e.g., Bundle Launch or high-slippage trades), AI front-loads gas bidding with predictive mempool congestion modeling, minimizing risk of reordering or delay.

• Conservative Mode: For low-urgency tasks, AI minimizes gas cost, leveraging historical fee curves and predictive EIP-1559 modeling to settle transactions economically.

The AI layer continuously rebalances strategies in real time by analyzing:

• Base Fee Oscillation (EIP-1559)

• Pending Pool Depth

• Priority Fee Competition

• Historical Block Inclusion Rates

This ensures that ZerofyAI transactions clear optimally balancing cost, speed, and certainty with higher resilience than static heuristics.